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--- /dev/null
+++ b/data/chatbot_service/data/build_vectorstore.py
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+from __future__ import annotations
+
+from config import get_settings
+from rag.vectorstore import LocalVectorStore
+
+
+def main() -> None:
+    settings = get_settings()
+    vectorstore = LocalVectorStore(settings.chroma_persist_dir, settings.rag_data_dir)
+    vectorstore.build_index(force=True)
+    print(vectorstore.stats())
+
+
+if __name__ == '__main__':
+    main()
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+"""
+Motor Vehicles Act 1988 — Complete Reference for RAG Knowledge Base
+Government of India | Ministry of Road Transport and Highways
+Source: The Motor Vehicles Act, 1988 (Act No. 59 of 1988) as amended
+
+==========================================================================
+PART I — PRELIMINARY
+==========================================================================
+
+Section 1 — Short title, extent and commencement
+(1) This Act may be called the Motor Vehicles Act, 1988.
+(2) It extends to the whole of India.
+(3) It shall come into force on such date as the Central Government may, by notification in the Official Gazette, appoint.
+
+Section 2 — Definitions
+In this Act, unless the context otherwise requires:
+(1) "adaptive vehicle" means a motor vehicle specifically designed or modified for use by a person with disability.
+(3) "articulated vehicle" means a motor vehicle to which a semi-trailer is attached.
+(6) "axle weight" means in relation to an axle of a vehicle, the total weight transmitted by the wheels of the axle to the surface upon which the vehicle rests.
+(11) "certificate of registration" means the certificate issued by a competent authority to the effect that a motor vehicle has been duly registered in accordance with this Act.
+(14) "contract carriage" means a motor vehicle which carries a passenger or passengers for hire or reward and is engaged under a contract.
+(16) "dealer" means a person who is engaged in the business of buying and selling motor vehicles.
+(24) "driving licence" means the licence issued by a competent authority under Chapter II authorising the person specified therein to drive a motor vehicle or a class of motor vehicle.
+(28) "educational institution bus" means a motor vehicle used for the transport of school students.
+(41) "invalid carriage" means a motor vehicle specially designed and constructed, and not merely adapted, for the use of a person suffering from some physical defect or disability.
+(45) "learner's licence" means the licence issued by a competent authority under Chapter II authorising the person specified therein to drive a motor vehicle as a learner.
+
+==========================================================================
+PART II — LICENSING OF DRIVERS OF MOTOR VEHICLES (Sections 3-42)
+==========================================================================
+
+Section 3 — Necessity for driving licence
+(1) No person shall drive a motor vehicle in any public place unless he holds an effective driving licence issued to him authorising him to drive the vehicle.
+(2) The driving licence required under sub-section (1) shall specify the class of vehicle which the holder of the licence is authorised to drive.
+
+Section 4 — Age limit in connection with driving of motor vehicles
+(1) No person under the age of eighteen years shall drive a motor vehicle in any public place.
+(2) No person shall drive a transport vehicle in any public place unless he is twenty years of age or more.
+Exception: A person who has attained the age of sixteen years may drive a motor vehicle of not more than 50cc engine capacity (non-transport vehicle).
+
+Section 5 — Responsibility of owners of motor vehicles
+An owner shall not allow any person to drive a motor vehicle unless that person holds an effective driving licence in respect of that vehicle.
+
+Section 9 — Grant of learner's licence
+(1) An application for a learner's licence shall be made to the licensing authority in Form 1.
+(3) A learner's licence shall be valid for a period of six months.
+
+Section 10 — Form and contents of licences to drive
+A driving licence shall be in such form and shall contain such information as may be prescribed by the Central Government.
+
+Section 14 — Currency of licences to drive motor vehicles
+(1) A driving licence issued or renewed shall be effective for a period of twenty years from the date of issue or renewal.
+(2) A transport vehicle licence shall be effective for a period of three years.
+
+Section 19 — Power of licensing authority to disqualify from holding a driving licence or revoke such licence
+A licensing authority may disqualify any person from holding or obtaining a driving licence or revoke a driving licence if the person has been convicted of an offence under this Act.
+
+==========================================================================
+PART III — LICENSING OF CONDUCTORS OF STAGE CARRIAGES (Sections 29-38)
+==========================================================================
+
+Section 29 — Necessity for conductor's licence
+No person shall act as a conductor of a stage carriage unless he holds an effective conductor's licence.
+
+==========================================================================
+PART IV — REGISTRATION OF MOTOR VEHICLES (Sections 39-112)
+==========================================================================
+
+Section 39 — Necessity for registration
+No person shall drive any motor vehicle and no owner shall cause or permit any motor vehicle to be driven in any public place unless the vehicle is registered.
+
+Section 40 — Registration where to be made
+Subject to the provisions of Section 42, every owner of a motor vehicle shall cause the vehicle to be registered by a registering authority in whose jurisdiction he has his residence or place of business or the vehicle is normally kept.
+
+Section 41 — Registration of motor vehicles
+The registering authority shall register a motor vehicle in the prescribed manner and assign a registration mark to the vehicle.
+
+Section 47 — Change of residence or place of business
+When the owner of a registered vehicle ceases to reside or carry on business at the address recorded in the certificate of registration, he shall apply to the registering authority for the transfer of the registration record.
+
+Section 49 — Transfer of ownership
+(1) Where the ownership of a motor vehicle is transferred:
+(a) the transferor shall report the transfer to the registering authority within fourteen days of the transfer.
+(b) the transferee shall apply to the registering authority within thirty days of the transfer for transfer of ownership to be recorded.
+
+==========================================================================
+PART V — CONTROL OF TRANSPORT VEHICLES (Sections 66-99)
+==========================================================================
+
+Section 66 — Necessity for permits
+No owner of a motor vehicle shall use or permit the use of the vehicle as a transport vehicle without a permit.
+
+Section 93 — Agents and canvassers to obtain licence
+No person shall, for reward, engage in business as an agent or canvasser for the booking of passengers or goods without a licence.
+
+==========================================================================
+PART VI — SPECIAL PROVISIONS RELATING TO STATE TRANSPORT UNDERTAKINGS
+==========================================================================
+
+Sections 99-108 cover the special provisions for State Transport Undertakings including nationalisation of routes, publication of schemes, and compensation.
+
+==========================================================================
+PART VII — CONSTRUCTION, EQUIPMENT AND MAINTENANCE OF MOTOR VEHICLES
+==========================================================================
+
+Section 109 — General provisions regarding construction and maintenance of vehicles
+Every motor vehicle shall be so constructed and so maintained as to be at all times under the effective control of the person driving the vehicle.
+
+Section 110 — Power to Central Government to make rules for construction and maintenance
+The Central Government may make rules for the construction, equipment and maintenance of motor vehicles and trailers, including rules about:
+(b) lights and reflectors
+(c) brakes and steering
+(d) tyres
+(h) safety glass
+(i) seat belts
+
+Section 112 — Limits of speed
+(1) No person shall drive a motor vehicle in contravention of the speed limits referred to in Section 116.
+The prescribed speed limits under Central Motor Vehicles Rules 1989:
+- Plain roads: Cars/Jeeps: 120 km/h, Buses: 100 km/h, Trucks/LCV: 80 km/h
+- Expressways: Cars: 120 km/h, Buses: 100 km/h
+- Urban/City areas: All vehicles: 50 km/h
+- School zones/Hospital zones: 20-30 km/h (state-specific)
+
+==========================================================================
+PART VIII — CONTROL OF TRAFFIC (Sections 112-138)
+==========================================================================
+
+Section 113 — Limits of weight and limitations on use
+(1) No person shall drive or cause or allow to be driven in any public place any motor vehicle which is not within the weight limits prescribed.
+(2) The Central Government may prescribe different laden weight limits for different categories of roads.
+
+Section 118 — Driving regulations
+The following driving regulations apply:
+- Driving on the left side of the road
+- Overtaking on the right side only
+- No overtaking at junctions, bends, hilltops
+- Proper signalling before turning or stopping
+- Stopping at red signals and pedestrian crossings
+
+Section 119 — Duty to obey traffic signs
+Every driver of a motor vehicle shall obey all traffic signs erected or placed under the authority of a State Government.
+
+Section 121 — Signals and signalling devices
+While driving on public roads:
+- Indicator lights must be used when turning
+- Horn should be used only when necessary
+- High beam headlights must be dipped when meeting oncoming traffic
+
+Section 122 — Leaving vehicle in dangerous position
+No person shall cause or allow any motor vehicle to remain stationary in any public place in such a position or in such a condition or in such circumstances as to cause or be likely to cause danger, obstruction or undue inconvenience to other users of the public place.
+
+Section 125 — Pedestrians' rights at crossings
+At a pedestrian crossing, a driver must allow pedestrians to cross safely. A driver approaching a pedestrian crossing shall slow down and give precedence to pedestrians already on or about to cross.
+
+Section 128 — Safety measures for drivers and pillion riders
+(1) The driver of a two-wheeled motor vehicle and any pillion rider shall wear protective headgear conforming to the prescribed standards.
+(2) The driver of a motor vehicle other than a two-wheeled vehicle shall use the seat belt.
+(3) The Central Government may make rules prescribing standards for protective headgear.
+
+Section 129 — Wearing of protective headgear
+Every person driving or riding (otherwise than in a side car, on a motor cycle) shall, while in a public place, wear protective headgear in accordance with the rules made by the Central Government.
+
+Section 134 — Duty of driver in case of accident and injury to persons
+(1) The driver of a motor vehicle involved in an accident of the nature referred to in Section 132 shall:
+(a) take all reasonable steps to secure medical attention for the injured persons by conveying the person to the nearest medical practitioner or hospital;
+(b) give on demand by a police officer any information required by him.
+
+Section 134A — Protection of Good Samaritans
+(1) No person who is a Good Samaritan shall be liable for civil or criminal action for any injury to or death of an accident victim, caused due to his negligent act or omission while rendering emergency medical or non-medical care or assistance, or while transporting accident victims to hospitals.
+(2) A Good Samaritan shall be protected from harassment at the hands of police or hospital.
+(3) For the purposes of this section, "Good Samaritan" means a person who in good faith, voluntarily and without expectation of any reward or compensation, renders emergency medical or non-medical care or assistance at the scene of an accident.
+
+Section 138 — Power of State Government to make rules
+The State Government may make rules for the purpose of carrying into effect the provisions of this Part.
+
+==========================================================================
+PART IX — INSURANCE OF MOTOR VEHICLES AGAINST THIRD PARTY RISKS
+==========================================================================
+
+Section 146 — Necessity for insurance against third party risk
+(1) No person shall use, except as a passenger, a motor vehicle in a public place, unless there is in force in relation to the use of the vehicle by that person a policy of insurance complying with the requirements of this Chapter.
+
+Section 147 — Requirements of policies and limits of liability
+A policy of insurance must insure the person or classes of persons specified in the policy against any liability which may be incurred by him in respect of the death of or bodily injury to any person or damage to any property of a third party caused by or arising out of the use of the vehicle.
+
+The minimum liability under third party insurance:
+- Death or permanent disablement: As per Motor Accident Claims Tribunal order (no cap since 1994)
+- Third party property damage: Rs 7.5 lakh maximum
+
+==========================================================================
+PART X — LIABILITY WITHOUT FAULT IN CERTAIN CASES (Sections 140-144)
+==========================================================================
+
+Section 140 — Liability to pay compensation in certain cases on the principle of no fault
+(1) Where death or permanent disablement of any person has resulted from an accident arising out of the use of a motor vehicle or motor vehicles, the owner of the vehicle shall, or, as the case may be, the owners of the vehicles shall, jointly and severally, be liable to pay compensation in respect of such death or disablement in accordance with the provisions of this section.
+(2) The amount of compensation payable under sub-section (1) shall be:
+(a) in respect of the death of any person, a fixed sum of fifty thousand rupees.
+(b) in respect of the permanent disablement of any person, a fixed sum of twenty-five thousand rupees.
+
+Note: The amounts under Section 140 were structured compensation applicable as a baseline regardless of fault.
+
+Section 163A — Special provisions as to payment of compensation on structured formula basis
+(1) Notwithstanding anything contained in this Act, the owner of a motor vehicle or the authorised insurer shall be liable to pay in the case of death or permanent disablement due to accident arising out of the use of motor vehicle, compensation, as indicated in the Second Schedule.
+
+==========================================================================
+PART XI — CLAIMS TRIBUNALS (Sections 165-176)
+==========================================================================
+
+Section 165 — Claims Tribunals
+(1) A State Government may, by notification in the Official Gazette, constitute one or more Motor Accidents Claims Tribunals (hereinafter referred to as Claims Tribunal) for such area as may be specified in the notification for the purpose of adjudicating upon claims for compensation in respect of accidents involving the death of, or bodily injury to, persons arising out of the use of motor vehicles.
+
+Section 166 — Application for compensation
+(1) An application for compensation arising out of an accident of the nature specified in Sub-section (1) of Section 165 may be made:
+(a) by the person who has sustained the injury;
+(b) by the owner of the property so damaged;
+(c) where death has resulted from the accident, by all or any of the legal representatives of the deceased;
+(d) by any agent duly authorised by the person injured or all or any of the legal representatives of the deceased.
+
+Section 168 — Award of Claims Tribunal
+(1) On receipt of an application for compensation made under Section 166, the Claims Tribunal shall, after giving notice of the application to the insurer and to such other persons as may be prescribed, and after giving the parties an opportunity of being heard, hold an inquiry into the claim or, as the case may be, each of the claims and, subject to the provisions of Section 162 may make an award determining the amount of compensation which appears to it to be just and specifying the person or persons to whom compensation shall be paid.
+
+==========================================================================
+PART XII — OFFENCES, PENALTIES AND PROCEDURE (Sections 177-210)
+==========================================================================
+
+Section 177 — General provision for punishment of offences
+Whoever contravenes any provision of this Act or of any rule, regulation or notification made thereunder shall, if no penalty is provided for the offence, be punishable with fine which may extend to one hundred rupees, or if having been previously convicted of any such offence, with fine which may extend to three hundred rupees.
+
+As amended by the MV Amendment Act 2019:
+First offence: Rs 500
+Repeat offence: Rs 1,500
+
+Section 177A — Penalty for violation of road regulations
+Whoever contravenes any regulation made under this Act shall be punishable with fine which may extend to five hundred rupees, or if having been previously convicted of any such offence, with fine which may extend to one thousand rupees.
+
+Section 179 — Disobedience of orders, obstruction and refusal of information
+(1) Whoever wilfully obstructs or attempts to obstruct any person authorised by or under this Act shall be punishable with fine of two thousand rupees.
+
+Section 180 — Allowing unauthorised persons to drive vehicles
+Whoever, being the owner or person in charge of a motor vehicle, allows any such motor vehicle to be driven by a person who does not satisfy the requirements of Section 3, shall be punishable with imprisonment for a term which may extend to three months, or with fine of five thousand rupees, or with both.
+
+Section 181 — Driving vehicles in contravention of Section 3
+Whoever drives a motor vehicle in contravention of Section 3 (without a valid driving licence) shall be punishable with imprisonment for a term which may extend to three months, or with fine of five thousand rupees, or with both.
+
+Section 182 — Offences relating to licences
+(1) Whoever, being disqualified under this Act or under any order of the Court from driving, drives a motor vehicle or applies for or obtains a driving licence or acts as a driving instructor shall be punishable with imprisonment for a term which may extend to three months, or with fine of ten thousand rupees.
+
+Section 183 — Driving at excessive speed
+(1) Whoever drives a motor vehicle in contravention of the speed limits referred to in Section 112 shall be punishable with fine of one thousand rupees (light motor vehicle) or two thousand rupees (heavy goods vehicle or passenger transport vehicle).
+(2) Whoever is convicted of an offence under this section shall be disqualified from holding any driving licence for a period of three months.
+Amended by MV Act 2019: LMV fine Rs 1,000 (repeat Rs 2,000); HMV fine Rs 2,000 (repeat Rs 4,000).
+
+Section 184 — Driving dangerously
+Whoever drives a motor vehicle at a speed or in a manner which is dangerous to the public, having regard to all the circumstances of the case, including the nature, condition and use of the place where the vehicle is driven and the amount of traffic which actually is at the time or which might reasonably be expected to be in the place, shall be punishable with imprisonment for a term which may extend to six months, or with fine of five thousand rupees.
+Amended by MV Act 2019: Fine of Rs 5,000; repeat offence imprisonment up to 1 year with fine of Rs 10,000. Using handheld device while driving is treated as dangerous driving.
+
+Section 185 — Driving by a drunken person or by a person under the influence of drugs
+Whoever, while driving or attempting to drive a motor vehicle:
+(a) has, in his blood, alcohol exceeding 30 mg per 100 ml of blood detected in a test by a breath analyser; or
+(b) is under the influence of a drug to such an extent as to be incapable of exercising proper control over the vehicle,
+shall be punishable with imprisonment for a term which may extend to six months along with fine:
+- First offence: Rs 10,000
+- Repeat offence within 3 years: Rs 15,000 and imprisonment up to 2 years
+
+Section 186 — Driving when mentally or physically unfit to drive
+Whoever drives a motor vehicle in any public place when he is to his knowledge suffering from any disease or disability calculated to cause his driving of the vehicle to be a source of danger to the public shall be punishable with fine of one thousand rupees on first conviction and three thousand rupees on each subsequent conviction.
+
+Section 189 — Racing and trials of speed
+Whoever without written consent of the State Government engages in a race or trial of speed with any other motor vehicle in a public place shall be punishable with imprisonment for a term which may extend to one month, or with fine of five hundred rupees, or with both.
+
+Section 192 — Using vehicle without registration
+Whoever drives a motor vehicle or causes or allows a motor vehicle to be used in contravention of the provisions of Section 39 shall be punishable with fine of ten thousand rupees.
+
+Section 192A — Using vehicle without permit
+Whoever drives a transport vehicle without a permit shall be punishable with fine of ten thousand rupees; contravention of permit conditions: fine of twenty-five thousand rupees.
+
+Section 194 — Exceeding permissible weight
+(1) Whoever drives or causes or allows to be driven in any public place any motor vehicle or trailer which is not within the permissible laden weight shall be punishable with fine of twenty thousand rupees, plus two thousand rupees for every tonne in excess of the permissible gross vehicle weight.
+
+Section 194A — Carrying excess passengers
+Whoever permits a transport vehicle to carry passengers in excess of the permitted capacity shall be punishable with fine of two hundred rupees per excess passenger.
+
+Section 194B — Seat belt
+Whoever drives a motor vehicle or rides in a motor vehicle without wearing a seat belt, in contravention of Section 138(1) shall be punishable with fine of one thousand rupees.
+
+Section 194C — Helmets
+Whoever drives or rides a motor cycle without wearing a protective headgear conforming to the prescribed standards shall be punishable with:
+Fine of one thousand rupees and disqualification from holding a driving licence for a period of three months; additionally 3 penalty points on driving licence.
+
+Section 194D — Protective headgear for pillion riders
+Same as 194C — applies to both drivers and pillion riders equally.
+Fine: Rs 1,000; DL disqualification possible.
+
+Section 194E — Obstruction of emergency vehicles
+Whoever fails to give way to ambulances and other emergency vehicles shall be punishable with fine of ten thousand rupees.
+
+Section 194F — No horn zones and noise pollution
+Whoever uses horn unnecessarily or in a notified silence zone shall be punishable with fine of one thousand rupees.
+
+Section 196 — Driving uninsured vehicle
+Whoever drives a motor vehicle or causes or allows a motor vehicle to be used without insurance shall be punishable with imprisonment for a term which may extend to three months, or fine of two thousand rupees; repeat: imprisonment up to three months or fine of four thousand rupees.
+
+Section 199A — Offences by juveniles
+Where the person commits an offence under this Act:
+(i) the guardians or parents shall be deemed to be guilty of the contravention;
+(ii) the juvenile shall be tried under the Juvenile Justice Act;
+(iii) the registration of the motor vehicle used shall be cancelled for twelve months;
+(iv) the guardian shall be punishable with fine of Rs 25,000 and imprisonment up to 3 years.
+
+Section 200 — Compounding of offences
+The court may allow certain prescribed offences to be compounded on payment of a prescribed sum.
+
+==========================================================================
+PART XIII — MISCELLANEOUS
+==========================================================================
+
+Section 207 — Power of police officer to impound motor vehicle
+A police officer may seize and detain any motor vehicle used in connection with the commission of any offence under this Act.
+
+Section 210 — Courts to send intimation of conviction
+When any person holding a driving licence is convicted of an offence under this act, the court shall send to the licensing authority which issued the licence an intimation of the conviction and the particulars of any order made disqualifying him.
+
+==========================================================================
+SCHEDULES — COMPENSATION TABLES (Second Schedule — Section 163A)
+==========================================================================
+
+The Second Schedule provides the structured formula for compensation computation in motor accident claims. The multipliers are applied to the annual income of the deceased/injured person based on their age.
+
+Multiplier table (age to multiplier mapping):
+Age up to 15 years: 20
+Age 15-25: 20
+Age 25-30: 19
+Age 30-35: 17
+Age 35-40: 15
+Age 40-45: 13
+Age 45-50: 11
+Age 50-55: 9
+Age 55-60: 7
+Age 60-65: 5
+Age 65 and above: 4
+
+The annual income includes actual salary/wages/income plus a notional income where applicable.
+
+==========================================================================
+KEY AMENDMENTS — MOTOR VEHICLES AMENDMENT ACT, 2019
+==========================================================================
+
+The Motor Vehicles (Amendment) Act, 2019 (Act No. 32 of 2019) received President's assent on 9 August 2019. Major changes:
+
+1. INCREASED PENALTIES (effective 1 September 2019):
+   - General violation (Section 177): Rs 500 (was Rs 100)
+   - Drunk driving (Section 185): Rs 10,000 first offence, Rs 15,000 repeat
+   - Driving without licence (Section 181): Rs 5,000 (was Rs 500)
+   - Overspeeding (Section 183): Rs 1,000-2,000 LMV, Rs 2,000-4,000 HMV
+   - Dangerous driving (Section 184): Rs 5,000 first, Rs 10,000 repeat
+   - No helmet (Section 194C): Rs 1,000
+   - No seat belt (Section 194B): Rs 1,000
+   - No insurance (Section 196): Rs 2,000 first, Rs 4,000 repeat
+   - Overloading (Section 194): Rs 20,000 + Rs 2,000 per extra tonne
+   - Juvenile driving (Section 199A): Rs 25,000 guardian fine + 3 years prison
+
+2. NEW PROVISIONS:
+   - Good Samaritan protection (Section 134A)
+   - Compulsory vehicle recall for safety defects
+   - National Road Safety Board
+   - National Register for Driving Licences
+   - National Register for Vehicle Registration
+   - Hit and run compensation increased to Rs 2 lakh for death, Rs 50,000 for injury
+
+3. CRASH INVESTIGATION SCHEME:
+   - Mandatory investigation of road accidents by agencies prescribed by Central Government
+
+4. GOLDEN HOUR SCHEME:
+   - Cashless treatment for road accident victims during golden hour (first hour after accident)
+   - Administered through Central Government health scheme
+
+==========================================================================
+SOURCE INFORMATION
+==========================================================================
+
+This document contains a comprehensive summary of the Motor Vehicles Act, 1988 (Act No. 59 of 1988) as in force including the Motor Vehicles (Amendment) Act, 2019 (Act No. 32 of 2019).
+
+Official source: Ministry of Road Transport and Highways, Government of India
+For the complete text: https://indiacode.nic.in
+For official notifications: https://morth.nic.in
+For traffic violation information: https://parivahan.gov.in/echallan
+
+This summary is intended for the RoadSoS RAG knowledge base to answer user queries about traffic laws and road safety regulations in India.
+"""
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+            <xmin>164</xmin>
+            <ymin>91</ymin>
+            <xmax>333</xmax>
+            <ymax>234</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes103.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes103.xml
new file mode 100644
index 0000000000000000000000000000000000000000..74d2ebcadb743a744ff4476f5425d0003c50ecb7
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes103.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes103.png</filename>
+    <size>
+        <width>467</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>165</xmin>
+            <ymin>90</ymin>
+            <xmax>389</xmax>
+            <ymax>266</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>90</xmin>
+            <ymin>150</ymin>
+            <xmax>136</xmax>
+            <ymax>174</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>57</xmin>
+            <ymin>89</ymin>
+            <xmax>103</xmax>
+            <ymax>118</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes104.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes104.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e962a62bd79c6526a2a42921e198fef9b747ef13
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes104.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes104.png</filename>
+    <size>
+        <width>480</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>169</xmin>
+            <ymin>239</ymin>
+            <xmax>285</xmax>
+            <ymax>268</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>52</xmin>
+            <ymin>217</ymin>
+            <xmax>202</xmax>
+            <ymax>245</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes105.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes105.xml
new file mode 100644
index 0000000000000000000000000000000000000000..233f73ef03fbbf3927bd0d1b6b4c54edd8d3ebb6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes105.xml
@@ -0,0 +1,115 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes105.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>78</xmin>
+            <ymin>201</ymin>
+            <xmax>191</xmax>
+            <ymax>299</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>104</ymin>
+            <xmax>131</xmax>
+            <ymax>170</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>132</xmin>
+            <ymin>124</ymin>
+            <xmax>173</xmax>
+            <ymax>151</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>195</xmin>
+            <ymin>156</ymin>
+            <xmax>313</xmax>
+            <ymax>227</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>203</xmin>
+            <ymin>111</ymin>
+            <xmax>311</xmax>
+            <ymax>150</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>244</xmin>
+            <ymin>84</ymin>
+            <xmax>302</xmax>
+            <ymax>105</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>159</xmin>
+            <ymin>80</ymin>
+            <xmax>210</xmax>
+            <ymax>96</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>368</xmin>
+            <ymin>163</ymin>
+            <xmax>400</xmax>
+            <ymax>195</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes106.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes106.xml
new file mode 100644
index 0000000000000000000000000000000000000000..739035a40beb319a234e5ae095fad42bb14d3874
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes106.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes106.png</filename>
+    <size>
+        <width>300</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>65</xmin>
+            <ymin>122</ymin>
+            <xmax>229</xmax>
+            <ymax>299</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes107.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes107.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c8a41c59c8761120cf6c1a1351866179770b4e6c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes107.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes107.png</filename>
+    <size>
+        <width>534</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>235</xmin>
+            <ymin>53</ymin>
+            <xmax>284</xmax>
+            <ymax>62</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>135</xmin>
+            <ymin>133</ymin>
+            <xmax>392</xmax>
+            <ymax>259</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes108.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes108.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ad12ae66ef34ad18fca1aed6fbf83314fb7bc471
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes108.xml
@@ -0,0 +1,180 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes108.png</filename>
+    <size>
+        <width>442</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>201</xmin>
+            <ymin>216</ymin>
+            <xmax>299</xmax>
+            <ymax>271</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>209</xmin>
+            <ymin>137</ymin>
+            <xmax>289</xmax>
+            <ymax>165</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>252</xmin>
+            <ymin>112</ymin>
+            <xmax>316</xmax>
+            <ymax>131</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>266</xmin>
+            <ymin>94</ymin>
+            <xmax>311</xmax>
+            <ymax>106</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>212</xmin>
+            <ymin>104</ymin>
+            <xmax>268</xmax>
+            <ymax>121</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>154</xmin>
+            <ymin>122</ymin>
+            <xmax>198</xmax>
+            <ymax>135</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>157</xmin>
+            <ymin>111</ymin>
+            <xmax>193</xmax>
+            <ymax>122</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>196</xmin>
+            <ymin>97</ymin>
+            <xmax>219</xmax>
+            <ymax>104</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>244</xmin>
+            <ymin>87</ymin>
+            <xmax>277</xmax>
+            <ymax>95</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>228</xmin>
+            <ymin>80</ymin>
+            <xmax>263</xmax>
+            <ymax>88</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>26</xmin>
+            <ymin>214</ymin>
+            <xmax>70</xmax>
+            <ymax>241</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>257</xmin>
+            <ymin>69</ymin>
+            <xmax>281</xmax>
+            <ymax>76</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>139</xmin>
+            <ymin>100</ymin>
+            <xmax>174</xmax>
+            <ymax>110</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes109.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes109.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7e49f78b401142dba14ca7bd2ceb2e7637eb234f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes109.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes109.png</filename>
+    <size>
+        <width>400</width>
+        <height>176</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>52</xmin>
+            <ymin>43</ymin>
+            <xmax>324</xmax>
+            <ymax>139</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>194</xmin>
+            <ymin>33</ymin>
+            <xmax>239</xmax>
+            <ymax>52</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>226</xmin>
+            <ymin>11</ymin>
+            <xmax>302</xmax>
+            <ymax>26</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes11.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes11.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f8d5b2b19399a8a5ccbd8a18d34c34cf19caec88
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes11.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes11.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>139</xmin>
+            <ymin>153</ymin>
+            <xmax>260</xmax>
+            <ymax>237</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>36</xmin>
+            <ymin>170</ymin>
+            <xmax>67</xmax>
+            <ymax>199</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes110.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes110.xml
new file mode 100644
index 0000000000000000000000000000000000000000..fc640e1acc171d3081c8c869d808a01698b2f3b1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes110.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes110.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>148</xmin>
+            <ymin>137</ymin>
+            <xmax>225</xmax>
+            <ymax>213</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>178</xmin>
+            <ymin>92</ymin>
+            <xmax>201</xmax>
+            <ymax>104</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes111.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes111.xml
new file mode 100644
index 0000000000000000000000000000000000000000..51a8909f1770616264c36f0b57a758df82623c28
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes111.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes111.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>157</xmin>
+            <ymin>161</ymin>
+            <xmax>234</xmax>
+            <ymax>213</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes112.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes112.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c1600e6145037c8d0e8dfb62bee43489523f534f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes112.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes112.png</filename>
+    <size>
+        <width>485</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>52</xmin>
+            <ymin>100</ymin>
+            <xmax>417</xmax>
+            <ymax>266</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes113.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes113.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5777a6b4d909278657eb06558e6dc4d2371282b4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes113.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes113.png</filename>
+    <size>
+        <width>506</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>106</xmin>
+            <ymin>99</ymin>
+            <xmax>397</xmax>
+            <ymax>214</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>228</xmin>
+            <ymin>215</ymin>
+            <xmax>290</xmax>
+            <ymax>266</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>19</xmin>
+            <ymin>48</ymin>
+            <xmax>117</xmax>
+            <ymax>76</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes114.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes114.xml
new file mode 100644
index 0000000000000000000000000000000000000000..51da0caf28ae6574d8b955985c9e78ebb104615b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes114.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes114.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>99</xmin>
+            <ymin>128</ymin>
+            <xmax>225</xmax>
+            <ymax>244</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>218</xmin>
+            <ymin>154</ymin>
+            <xmax>298</xmax>
+            <ymax>261</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>232</xmin>
+            <ymin>10</ymin>
+            <xmax>277</xmax>
+            <ymax>53</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes115.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes115.xml
new file mode 100644
index 0000000000000000000000000000000000000000..942bdc8a36d3a5dd545ffc5c8b68abefa21c3621
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes115.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes115.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>109</xmin>
+            <ymin>130</ymin>
+            <xmax>282</xmax>
+            <ymax>195</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes116.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes116.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8e383d2d638b2bb06418195c2b26de9a7d741724
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes116.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes116.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>158</xmin>
+            <ymin>152</ymin>
+            <xmax>270</xmax>
+            <ymax>247</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>82</xmin>
+            <ymin>95</ymin>
+            <xmax>113</xmax>
+            <ymax>140</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes117.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes117.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8e2937fff2ff95b121ab55814a6b7b3ceb570a1b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes117.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes117.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>158</xmin>
+            <ymin>138</ymin>
+            <xmax>244</xmax>
+            <ymax>190</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>263</xmin>
+            <ymin>112</ymin>
+            <xmax>318</xmax>
+            <ymax>138</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes118.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes118.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ed0052e702b7df31cfcda150d5c8166959dbb490
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes118.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes118.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>154</xmin>
+            <ymin>152</ymin>
+            <xmax>219</xmax>
+            <ymax>192</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes119.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes119.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d97ffbcf6bb245ddca3d010de6ef54fca6e917a9
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes119.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes119.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>131</xmin>
+            <ymin>148</ymin>
+            <xmax>245</xmax>
+            <ymax>295</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes12.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes12.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3a40360d80ef211f8209e63bbb00544f1ed20bc2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes12.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes12.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>166</xmin>
+            <ymin>159</ymin>
+            <xmax>328</xmax>
+            <ymax>225</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>235</xmin>
+            <ymin>123</ymin>
+            <xmax>348</xmax>
+            <ymax>163</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>335</xmin>
+            <ymin>86</ymin>
+            <xmax>386</xmax>
+            <ymax>110</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>344</xmin>
+            <ymin>61</ymin>
+            <xmax>388</xmax>
+            <ymax>75</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>352</xmin>
+            <ymin>51</ymin>
+            <xmax>388</xmax>
+            <ymax>61</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes120.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes120.xml
new file mode 100644
index 0000000000000000000000000000000000000000..73323f8737f3cd6659a48fa0b56f332eca27ecd4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes120.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes120.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>2</xmin>
+            <ymin>21</ymin>
+            <xmax>78</xmax>
+            <ymax>64</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>0</xmin>
+            <ymin>79</ymin>
+            <xmax>79</xmax>
+            <ymax>146</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>88</xmin>
+            <ymin>158</ymin>
+            <xmax>269</xmax>
+            <ymax>258</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes121.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes121.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8475cfcede7a5fcfb84f78f84aa12a9fd34d780c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes121.xml
@@ -0,0 +1,206 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes121.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>172</xmin>
+            <ymin>152</ymin>
+            <xmax>209</xmax>
+            <ymax>165</ymax>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymax>273</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>87</xmin>
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+            <xmax>131</xmax>
+            <ymax>283</ymax>
+        </bndbox>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymax>233</ymax>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <difficult>0</difficult>
+        <bndbox>
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+            <ymax>237</ymax>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>282</xmin>
+            <ymin>221</ymin>
+            <xmax>323</xmax>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>236</xmin>
+            <ymin>249</ymin>
+            <xmax>284</xmax>
+            <ymax>279</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>159</xmin>
+            <ymin>253</ymin>
+            <xmax>211</xmax>
+            <ymax>286</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>181</xmin>
+            <ymin>285</ymin>
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+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <bndbox>
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+            <ymin>273</ymin>
+            <xmax>373</xmax>
+            <ymax>298</ymax>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
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+    <object>
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+        <difficult>0</difficult>
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+    <object>
+        <name>pothole</name>
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+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>137</ymin>
+            <xmax>323</xmax>
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+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>326</xmin>
+            <ymin>178</ymin>
+            <xmax>499</xmax>
+            <ymax>248</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>464</xmin>
+            <ymin>246</ymin>
+            <xmax>533</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes122.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes122.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3a37bcd3dc58e2874b94612ddc30f0c9fbc73326
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes122.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes122.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>197</xmin>
+            <ymin>212</ymin>
+            <xmax>250</xmax>
+            <ymax>269</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>158</xmin>
+            <ymin>295</ymin>
+            <xmax>205</xmax>
+            <ymax>337</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes123.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes123.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e89b4712e9ccdc0ab1209c9a54d576f00004bc0c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes123.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes123.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>103</xmin>
+            <ymin>165</ymin>
+            <xmax>237</xmax>
+            <ymax>224</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>344</xmin>
+            <ymin>168</ymin>
+            <xmax>380</xmax>
+            <ymax>204</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>221</xmin>
+            <ymin>129</ymin>
+            <xmax>333</xmax>
+            <ymax>181</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes124.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes124.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6d7fbcf87727644ee35cc0e71b220f2cdc63c9fb
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes124.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes124.png</filename>
+    <size>
+        <width>406</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>84</ymin>
+            <xmax>388</xmax>
+            <ymax>256</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes125.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes125.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d05fd08f7f1f44a76508343d85db30af61b38368
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes125.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes125.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>268</xmin>
+            <ymin>42</ymin>
+            <xmax>469</xmax>
+            <ymax>197</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>258</ymin>
+            <xmax>47</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes126.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes126.xml
new file mode 100644
index 0000000000000000000000000000000000000000..37849376a186de2e93af7f091056f3307da98a3c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes126.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes126.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>22</xmin>
+            <ymin>130</ymin>
+            <xmax>73</xmax>
+            <ymax>151</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>220</xmin>
+            <ymin>162</ymin>
+            <xmax>300</xmax>
+            <ymax>195</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>275</xmin>
+            <ymin>64</ymin>
+            <xmax>313</xmax>
+            <ymax>77</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>214</xmin>
+            <ymin>51</ymin>
+            <xmax>286</xmax>
+            <ymax>68</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>471</xmin>
+            <ymin>191</ymin>
+            <xmax>529</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes127.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes127.xml
new file mode 100644
index 0000000000000000000000000000000000000000..af912f8c3efffddd5cc5eb474247dc048d8a396a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes127.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes127.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>155</xmin>
+            <ymin>149</ymin>
+            <xmax>222</xmax>
+            <ymax>188</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>178</xmin>
+            <ymin>176</ymin>
+            <xmax>273</xmax>
+            <ymax>237</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>0</xmin>
+            <ymin>306</ymin>
+            <xmax>69</xmax>
+            <ymax>374</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes128.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes128.xml
new file mode 100644
index 0000000000000000000000000000000000000000..052b0df497cfdd89486a7feb80ba04d70fd8bb5e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes128.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes128.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>119</xmin>
+            <ymin>113</ymin>
+            <xmax>207</xmax>
+            <ymax>208</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes129.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes129.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2a09da7ced38b089f968891c3e8697b4c5819cfe
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes129.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes129.png</filename>
+    <size>
+        <width>544</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>75</xmin>
+            <ymin>122</ymin>
+            <xmax>452</xmax>
+            <ymax>204</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes13.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes13.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5c215db4e2a1c132b22c4b9455e7a1af11e10f06
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes13.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes13.png</filename>
+    <size>
+        <width>474</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>168</xmin>
+            <ymin>93</ymin>
+            <xmax>339</xmax>
+            <ymax>295</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>221</xmin>
+            <ymin>38</ymin>
+            <xmax>271</xmax>
+            <ymax>60</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes130.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes130.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ca714729cdda8916e216637cf8e071fdc6ddacdb
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes130.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes130.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>72</xmin>
+            <ymin>47</ymin>
+            <xmax>403</xmax>
+            <ymax>269</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes131.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes131.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f61f0dbc21a28a4438ab3a0897714a073b60209c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes131.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes131.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>122</xmin>
+            <ymin>125</ymin>
+            <xmax>327</xmax>
+            <ymax>287</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes132.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes132.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5a6b0f1d1f2f1543601e27f7045d8b8ff147fef7
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes132.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes132.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>129</xmin>
+            <ymin>161</ymin>
+            <xmax>213</xmax>
+            <ymax>212</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>245</xmin>
+            <ymin>163</ymin>
+            <xmax>284</xmax>
+            <ymax>199</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes133.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes133.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ec13a22a2dc09151af3c019c88296d82e3fd3744
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes133.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes133.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>165</xmin>
+            <ymin>175</ymin>
+            <xmax>215</xmax>
+            <ymax>234</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes134.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes134.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2a1a225c8da86d6f7ed5898e4ffaa6d09888631a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes134.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes134.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>120</xmin>
+            <ymin>194</ymin>
+            <xmax>242</xmax>
+            <ymax>263</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes135.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes135.xml
new file mode 100644
index 0000000000000000000000000000000000000000..197112be9fae8f2bad723ca902c6c885d2e1d3ea
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes135.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes135.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>161</xmin>
+            <ymin>165</ymin>
+            <xmax>278</xmax>
+            <ymax>235</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>146</xmin>
+            <ymin>234</ymin>
+            <xmax>200</xmax>
+            <ymax>266</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes136.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes136.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5f9c4a6040db6ff36d4cd678cc0a94c7988c476b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes136.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes136.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>148</xmin>
+            <ymin>127</ymin>
+            <xmax>228</xmax>
+            <ymax>183</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>167</xmin>
+            <ymin>194</ymin>
+            <xmax>239</xmax>
+            <ymax>244</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>240</xmin>
+            <ymin>144</ymin>
+            <xmax>327</xmax>
+            <ymax>195</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes137.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes137.xml
new file mode 100644
index 0000000000000000000000000000000000000000..917c98288e48e795230960fc28aa5ef6388c726a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes137.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes137.png</filename>
+    <size>
+        <width>534</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>92</xmin>
+            <ymin>28</ymin>
+            <xmax>383</xmax>
+            <ymax>103</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes138.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes138.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a95cc206e7cc3818df7b8223bb4a18b56b90e7d8
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes138.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes138.png</filename>
+    <size>
+        <width>421</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>70</xmin>
+            <ymin>76</ymin>
+            <xmax>382</xmax>
+            <ymax>265</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes139.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes139.xml
new file mode 100644
index 0000000000000000000000000000000000000000..db1eb34978b4955859a412055ac4c021898bbf7b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes139.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes139.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>143</xmin>
+            <ymin>157</ymin>
+            <xmax>288</xmax>
+            <ymax>271</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>368</xmin>
+            <ymin>120</ymin>
+            <xmax>400</xmax>
+            <ymax>149</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes14.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes14.xml
new file mode 100644
index 0000000000000000000000000000000000000000..60e1f5b60601caf8221e26f4767af2237d79c1ea
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes14.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes14.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>116</xmin>
+            <ymin>39</ymin>
+            <xmax>214</xmax>
+            <ymax>80</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>8</xmin>
+            <ymin>103</ymin>
+            <xmax>59</xmax>
+            <ymax>152</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>0</xmin>
+            <ymin>1</ymin>
+            <xmax>43</xmax>
+            <ymax>34</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>22</xmin>
+            <ymin>1</ymin>
+            <xmax>95</xmax>
+            <ymax>22</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>124</xmin>
+            <ymin>190</ymin>
+            <xmax>320</xmax>
+            <ymax>310</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes140.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes140.xml
new file mode 100644
index 0000000000000000000000000000000000000000..265d6b4f86855aadd421b4ee1219c3309a6ddd81
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes140.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes140.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>142</xmin>
+            <ymin>138</ymin>
+            <xmax>247</xmax>
+            <ymax>204</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes141.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes141.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ee792c7d8c6e7489ca487e60d108f11ab3d93ec7
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes141.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes141.png</filename>
+    <size>
+        <width>437</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>47</xmin>
+            <ymin>99</ymin>
+            <xmax>396</xmax>
+            <ymax>193</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes142.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes142.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d96d2d58eb27efb2599e3c8a57e8f829bb57cd2f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes142.xml
@@ -0,0 +1,89 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes142.png</filename>
+    <size>
+        <width>452</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>336</xmin>
+            <ymin>114</ymin>
+            <xmax>381</xmax>
+            <ymax>137</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>61</xmin>
+            <ymin>123</ymin>
+            <xmax>227</xmax>
+            <ymax>226</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>268</xmin>
+            <ymin>175</ymin>
+            <xmax>300</xmax>
+            <ymax>187</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>312</xmin>
+            <ymin>236</ymin>
+            <xmax>342</xmax>
+            <ymax>251</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>297</xmin>
+            <ymin>255</ymin>
+            <xmax>315</xmax>
+            <ymax>265</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>207</xmin>
+            <ymin>79</ymin>
+            <xmax>221</xmax>
+            <ymax>87</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes143.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes143.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4ce22ad69c9d82e6436142982149a93fb00f6004
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes143.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes143.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>246</xmin>
+            <ymin>58</ymin>
+            <xmax>493</xmax>
+            <ymax>238</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes144.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes144.xml
new file mode 100644
index 0000000000000000000000000000000000000000..26a7c27ffd3786190e2474a8bb0e75f578b35616
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes144.xml
@@ -0,0 +1,128 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes144.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>66</xmin>
+            <ymin>184</ymin>
+            <xmax>128</xmax>
+            <ymax>196</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>38</xmin>
+            <ymin>218</ymin>
+            <xmax>104</xmax>
+            <ymax>242</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>151</xmin>
+            <ymin>233</ymin>
+            <xmax>269</xmax>
+            <ymax>287</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>298</xmin>
+            <ymin>180</ymin>
+            <xmax>343</xmax>
+            <ymax>192</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>308</xmin>
+            <ymin>208</ymin>
+            <xmax>379</xmax>
+            <ymax>231</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>365</xmin>
+            <ymin>244</ymin>
+            <xmax>400</xmax>
+            <ymax>284</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>162</xmin>
+            <ymin>142</ymin>
+            <xmax>235</xmax>
+            <ymax>156</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>110</xmin>
+            <ymin>126</ymin>
+            <xmax>135</xmax>
+            <ymax>137</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>159</xmin>
+            <ymin>105</ymin>
+            <xmax>192</xmax>
+            <ymax>113</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes145.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes145.xml
new file mode 100644
index 0000000000000000000000000000000000000000..090b7f67ab07fa3e4e3de6e92b138c07820474fc
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes145.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes145.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>78</xmin>
+            <ymin>156</ymin>
+            <xmax>163</xmax>
+            <ymax>174</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>236</xmin>
+            <ymin>123</ymin>
+            <xmax>322</xmax>
+            <ymax>137</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>277</xmin>
+            <ymin>147</ymin>
+            <xmax>401</xmax>
+            <ymax>177</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes146.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes146.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b40770cb412bdd3c7c8ae84908836dca0eeef144
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes146.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes146.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>105</xmin>
+            <ymin>225</ymin>
+            <xmax>200</xmax>
+            <ymax>260</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>162</xmin>
+            <ymin>187</ymin>
+            <xmax>216</xmax>
+            <ymax>199</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes147.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes147.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0089978505a095533acc3f45d2710534806c7abe
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes147.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes147.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>143</xmin>
+            <ymin>160</ymin>
+            <xmax>331</xmax>
+            <ymax>273</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>130</ymin>
+            <xmax>51</xmax>
+            <ymax>154</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes148.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes148.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0e3a556f8172e9ffb88a3bf92066acfa707651bc
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes148.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes148.png</filename>
+    <size>
+        <width>383</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>92</xmin>
+            <ymin>196</ymin>
+            <xmax>269</xmax>
+            <ymax>276</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>226</xmin>
+            <ymin>98</ymin>
+            <xmax>349</xmax>
+            <ymax>116</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>89</ymin>
+            <xmax>42</xmax>
+            <ymax>97</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes149.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes149.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f238114fb6c183410b796cc51caf41a02e925d27
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes149.xml
@@ -0,0 +1,102 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes149.png</filename>
+    <size>
+        <width>300</width>
+        <height>442</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>121</xmin>
+            <ymin>273</ymin>
+            <xmax>219</xmax>
+            <ymax>347</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>178</xmin>
+            <ymin>400</ymin>
+            <xmax>260</xmax>
+            <ymax>435</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>189</xmin>
+            <ymin>261</ymin>
+            <xmax>262</xmax>
+            <ymax>295</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>209</xmin>
+            <ymin>234</ymin>
+            <xmax>300</xmax>
+            <ymax>251</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>136</xmin>
+            <ymin>202</ymin>
+            <xmax>224</xmax>
+            <ymax>220</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>134</xmin>
+            <ymin>191</ymin>
+            <xmax>216</xmax>
+            <ymax>198</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>131</xmin>
+            <ymin>171</ymin>
+            <xmax>172</xmax>
+            <ymax>180</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes15.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes15.xml
new file mode 100644
index 0000000000000000000000000000000000000000..16f2cab0e28931556b32a0da2e03c35b01b3218e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes15.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes15.png</filename>
+    <size>
+        <width>447</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>114</xmin>
+            <ymin>59</ymin>
+            <xmax>330</xmax>
+            <ymax>220</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes150.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes150.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0bd8909de988a633203e34e9bb789f3ce01a84fc
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes150.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes150.png</filename>
+    <size>
+        <width>454</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>74</xmin>
+            <ymin>42</ymin>
+            <xmax>454</xmax>
+            <ymax>282</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes151.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes151.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b25b273870737f3e1bfbc6edfd1d9b8c4718ba85
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes151.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes151.png</filename>
+    <size>
+        <width>362</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>5</xmin>
+            <ymin>21</ymin>
+            <xmax>299</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes152.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes152.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9a0d1bde7aaa03919283c6e99ff2f962f5f6d963
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes152.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes152.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>143</xmin>
+            <ymin>158</ymin>
+            <xmax>253</xmax>
+            <ymax>223</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>35</xmin>
+            <ymin>149</ymin>
+            <xmax>97</xmax>
+            <ymax>188</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes153.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes153.xml
new file mode 100644
index 0000000000000000000000000000000000000000..953cb2cdea92f0e5de49834d59c71f93d6b40bfc
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes153.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes153.png</filename>
+    <size>
+        <width>300</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>102</xmin>
+            <ymin>212</ymin>
+            <xmax>237</xmax>
+            <ymax>282</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>125</xmin>
+            <ymin>147</ymin>
+            <xmax>195</xmax>
+            <ymax>172</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>61</xmin>
+            <ymin>157</ymin>
+            <xmax>106</xmax>
+            <ymax>175</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>211</ymin>
+            <xmax>69</xmax>
+            <ymax>238</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes154.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes154.xml
new file mode 100644
index 0000000000000000000000000000000000000000..404558c5809875ea85906f07ca616f36a87ba156
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes154.xml
@@ -0,0 +1,128 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes154.png</filename>
+    <size>
+        <width>445</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>273</xmin>
+            <ymin>160</ymin>
+            <xmax>375</xmax>
+            <ymax>208</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>255</xmin>
+            <ymin>128</ymin>
+            <xmax>360</xmax>
+            <ymax>159</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>166</xmin>
+            <ymin>113</ymin>
+            <xmax>205</xmax>
+            <ymax>128</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>137</ymin>
+            <xmax>153</xmax>
+            <ymax>177</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>71</xmin>
+            <ymin>106</ymin>
+            <xmax>136</xmax>
+            <ymax>117</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>112</ymin>
+            <xmax>45</xmax>
+            <ymax>121</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
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+            <xmax>44</xmax>
+            <ymax>111</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>67</xmin>
+            <ymin>94</ymin>
+            <xmax>106</xmax>
+            <ymax>101</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>211</ymin>
+            <xmax>314</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes155.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes155.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5eb63a42a1010b540c8f90079ceae4e4d6ce2cc8
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes155.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes155.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>123</xmin>
+            <ymin>137</ymin>
+            <xmax>267</xmax>
+            <ymax>215</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes156.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes156.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b404b2ef72e0759133ac5dbf3e3006b72d6bcfb8
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes156.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes156.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>22</xmin>
+            <ymin>27</ymin>
+            <xmax>489</xmax>
+            <ymax>272</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes157.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes157.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e533e865fc3d7af622e54130dc4c2da7b638d879
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes157.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes157.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>145</xmin>
+            <ymin>155</ymin>
+            <xmax>260</xmax>
+            <ymax>229</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes158.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes158.xml
new file mode 100644
index 0000000000000000000000000000000000000000..730da70ec907f2367b692aac385f54a633a9e5ea
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes158.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes158.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>119</xmin>
+            <ymin>138</ymin>
+            <xmax>255</xmax>
+            <ymax>258</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>323</xmin>
+            <ymin>248</ymin>
+            <xmax>373</xmax>
+            <ymax>319</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes159.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes159.xml
new file mode 100644
index 0000000000000000000000000000000000000000..febcd469196de57a448e249c22da758aaa52fa88
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes159.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes159.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>129</xmin>
+            <ymin>134</ymin>
+            <xmax>260</xmax>
+            <ymax>214</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes16.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes16.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5168ed36538dad86b5a03b7164cb9e3b2e3a664a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes16.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes16.png</filename>
+    <size>
+        <width>449</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>201</xmin>
+            <ymin>14</ymin>
+            <xmax>317</xmax>
+            <ymax>147</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes160.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes160.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9a373a6bf87a46114018dc5f9ab2f73cc16ffd3d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes160.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes160.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>147</xmin>
+            <ymin>188</ymin>
+            <xmax>265</xmax>
+            <ymax>273</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes161.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes161.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e758b8976247316775198c84ffc2afa76feecdfe
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes161.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes161.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>117</xmin>
+            <ymin>131</ymin>
+            <xmax>195</xmax>
+            <ymax>189</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>150</xmin>
+            <ymin>192</ymin>
+            <xmax>214</xmax>
+            <ymax>244</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>42</xmin>
+            <ymin>335</ymin>
+            <xmax>124</xmax>
+            <ymax>398</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes162.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes162.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a5d0da801940a647291e5287b994256864ac93d6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes162.xml
@@ -0,0 +1,141 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes162.png</filename>
+    <size>
+        <width>438</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>234</xmin>
+            <ymin>52</ymin>
+            <xmax>268</xmax>
+            <ymax>64</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>218</xmin>
+            <ymin>32</ymin>
+            <xmax>247</xmax>
+            <ymax>44</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>240</xmin>
+            <ymin>120</ymin>
+            <xmax>278</xmax>
+            <ymax>147</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>296</xmin>
+            <ymin>104</ymin>
+            <xmax>344</xmax>
+            <ymax>131</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>343</xmin>
+            <ymin>208</ymin>
+            <xmax>381</xmax>
+            <ymax>237</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>188</xmin>
+            <ymin>172</ymin>
+            <xmax>232</xmax>
+            <ymax>197</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>135</xmin>
+            <ymin>95</ymin>
+            <xmax>153</xmax>
+            <ymax>106</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>122</xmin>
+            <ymin>85</ymin>
+            <xmax>139</xmax>
+            <ymax>97</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>89</xmin>
+            <ymin>118</ymin>
+            <xmax>126</xmax>
+            <ymax>140</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>82</xmin>
+            <ymin>154</ymin>
+            <xmax>124</xmax>
+            <ymax>188</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes163.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes163.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5cd029c64148bb9b5a9b45eafa238be0e82d31cf
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes163.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes163.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>113</xmin>
+            <ymin>199</ymin>
+            <xmax>160</xmax>
+            <ymax>224</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>152</xmin>
+            <ymin>178</ymin>
+            <xmax>226</xmax>
+            <ymax>218</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>222</xmin>
+            <ymin>163</ymin>
+            <xmax>279</xmax>
+            <ymax>200</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>370</xmin>
+            <ymin>92</ymin>
+            <xmax>400</xmax>
+            <ymax>128</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes164.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes164.xml
new file mode 100644
index 0000000000000000000000000000000000000000..935b6f383ee2e883cab9f4d88143bfbe93681dd5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes164.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes164.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>143</xmin>
+            <ymin>166</ymin>
+            <xmax>224</xmax>
+            <ymax>231</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes165.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes165.xml
new file mode 100644
index 0000000000000000000000000000000000000000..35d7961060e28d4389b6284074d3e97d3ee2058f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes165.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes165.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>193</xmin>
+            <ymin>153</ymin>
+            <xmax>291</xmax>
+            <ymax>175</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>287</xmin>
+            <ymin>154</ymin>
+            <xmax>315</xmax>
+            <ymax>169</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>28</xmin>
+            <ymin>125</ymin>
+            <xmax>62</xmax>
+            <ymax>135</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes166.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes166.xml
new file mode 100644
index 0000000000000000000000000000000000000000..dc528a8bb9e57fc26d204b75325246ba673125c7
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes166.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes166.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>148</xmin>
+            <ymin>148</ymin>
+            <xmax>275</xmax>
+            <ymax>258</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes167.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes167.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5b44e8e74d5eae200519c0ccc076ded64790d193
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes167.xml
@@ -0,0 +1,167 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes167.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>2</xmin>
+            <ymin>127</ymin>
+            <xmax>61</xmax>
+            <ymax>148</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>183</xmin>
+            <ymin>126</ymin>
+            <xmax>210</xmax>
+            <ymax>139</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>285</xmin>
+            <ymin>66</ymin>
+            <xmax>330</xmax>
+            <ymax>84</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>333</xmin>
+            <ymin>89</ymin>
+            <xmax>381</xmax>
+            <ymax>99</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>321</xmin>
+            <ymin>107</ymin>
+            <xmax>349</xmax>
+            <ymax>116</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>269</xmin>
+            <ymin>87</ymin>
+            <xmax>296</xmax>
+            <ymax>97</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>242</xmin>
+            <ymin>162</ymin>
+            <xmax>288</xmax>
+            <ymax>182</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>175</xmin>
+            <ymin>182</ymin>
+            <xmax>260</xmax>
+            <ymax>215</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>321</xmin>
+            <ymin>155</ymin>
+            <xmax>345</xmax>
+            <ymax>165</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>309</xmin>
+            <ymin>186</ymin>
+            <xmax>416</xmax>
+            <ymax>213</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>327</xmin>
+            <ymin>228</ymin>
+            <xmax>421</xmax>
+            <ymax>284</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>368</xmin>
+            <ymin>148</ymin>
+            <xmax>433</xmax>
+            <ymax>178</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes168.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes168.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9eadd9563d392935f4597d3a353784e0be9951ea
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes168.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes168.png</filename>
+    <size>
+        <width>449</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>104</xmin>
+            <ymin>83</ymin>
+            <xmax>221</xmax>
+            <ymax>127</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>265</xmin>
+            <ymin>125</ymin>
+            <xmax>332</xmax>
+            <ymax>155</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes169.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes169.xml
new file mode 100644
index 0000000000000000000000000000000000000000..17dc64ac2ae084d5cef8b1babab9abc19310f3ce
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes169.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes169.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>164</xmin>
+            <ymin>182</ymin>
+            <xmax>248</xmax>
+            <ymax>217</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>90</xmin>
+            <ymin>322</ymin>
+            <xmax>400</xmax>
+            <ymax>400</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes17.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes17.xml
new file mode 100644
index 0000000000000000000000000000000000000000..94b846131730ead204aa3129288f5446d84a07ad
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes17.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes17.png</filename>
+    <size>
+        <width>451</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>104</xmin>
+            <ymin>196</ymin>
+            <xmax>328</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes170.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes170.xml
new file mode 100644
index 0000000000000000000000000000000000000000..bf72faf878e185869ebefd69f433bd4250c00c35
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes170.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes170.png</filename>
+    <size>
+        <width>449</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>101</xmin>
+            <ymin>67</ymin>
+            <xmax>314</xmax>
+            <ymax>216</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes171.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes171.xml
new file mode 100644
index 0000000000000000000000000000000000000000..03066469d411945005b96b5aef4a21d03e6a5448
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes171.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes171.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>30</xmin>
+            <ymin>230</ymin>
+            <xmax>153</xmax>
+            <ymax>271</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>30</xmin>
+            <ymin>214</ymin>
+            <xmax>86</xmax>
+            <ymax>233</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>251</xmin>
+            <ymin>227</ymin>
+            <xmax>426</xmax>
+            <ymax>263</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes172.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes172.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3e3e00a5ccae6d3413f0cf5011203e78ac0a359a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes172.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes172.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>147</xmin>
+            <ymin>157</ymin>
+            <xmax>210</xmax>
+            <ymax>198</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>184</xmin>
+            <ymin>195</ymin>
+            <xmax>252</xmax>
+            <ymax>287</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>196</ymin>
+            <xmax>145</xmax>
+            <ymax>275</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>338</xmin>
+            <ymin>1</ymin>
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+            <ymax>20</ymax>
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+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes173.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes173.xml
new file mode 100644
index 0000000000000000000000000000000000000000..61849535d2d1d2c8543c79d9820a6c5c7446269e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes173.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes173.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>152</xmin>
+            <ymin>147</ymin>
+            <xmax>277</xmax>
+            <ymax>260</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes174.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes174.xml
new file mode 100644
index 0000000000000000000000000000000000000000..603b3cec51e32429dbb5daca8cdc7bfe16c59463
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes174.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes174.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>145</xmin>
+            <ymin>73</ymin>
+            <xmax>244</xmax>
+            <ymax>125</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>277</xmin>
+            <ymin>97</ymin>
+            <xmax>347</xmax>
+            <ymax>137</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>205</xmin>
+            <ymin>201</ymin>
+            <xmax>270</xmax>
+            <ymax>242</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>292</xmin>
+            <ymin>188</ymin>
+            <xmax>450</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes175.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes175.xml
new file mode 100644
index 0000000000000000000000000000000000000000..920ee001a5aef890fdec1d41a22e8328b1197d7d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes175.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes175.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>129</xmin>
+            <ymin>138</ymin>
+            <xmax>192</xmax>
+            <ymax>174</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>88</xmin>
+            <ymin>102</ymin>
+            <xmax>122</xmax>
+            <ymax>127</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>153</xmin>
+            <ymin>169</ymin>
+            <xmax>245</xmax>
+            <ymax>237</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes176.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes176.xml
new file mode 100644
index 0000000000000000000000000000000000000000..33a43f06468798b71f68bef18c0de5617cc2084a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes176.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes176.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>55</xmin>
+            <ymin>136</ymin>
+            <xmax>340</xmax>
+            <ymax>317</ymax>
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+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes177.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes177.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a3887502d7c9b55a2d732657a4fa9330c0c99c48
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes177.xml
@@ -0,0 +1,141 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes177.png</filename>
+    <size>
+        <width>335</width>
+        <height>300</height>
+        <depth>3</depth>
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+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>113</ymin>
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+            <ymax>150</ymax>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>151</ymin>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+    <object>
+        <name>pothole</name>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
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+            <ymax>276</ymax>
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+    <object>
+        <name>pothole</name>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>267</xmin>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>117</xmin>
+            <ymin>53</ymin>
+            <xmax>145</xmax>
+            <ymax>62</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>231</xmin>
+            <ymin>19</ymin>
+            <xmax>253</xmax>
+            <ymax>29</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>251</xmin>
+            <ymin>48</ymin>
+            <xmax>275</xmax>
+            <ymax>55</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>259</xmin>
+            <ymin>56</ymin>
+            <xmax>284</xmax>
+            <ymax>61</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes178.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes178.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4e8bc766f4be009c355c41c1616e3b14b5cde6d2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes178.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes178.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>163</xmin>
+            <ymin>165</ymin>
+            <xmax>247</xmax>
+            <ymax>228</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>165</xmin>
+            <ymin>252</ymin>
+            <xmax>189</xmax>
+            <ymax>273</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes179.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes179.xml
new file mode 100644
index 0000000000000000000000000000000000000000..cb5d6d3aab168db4221c6f440af3438de45981fa
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes179.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes179.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>188</xmin>
+            <ymin>148</ymin>
+            <xmax>237</xmax>
+            <ymax>178</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>132</xmin>
+            <ymin>177</ymin>
+            <xmax>224</xmax>
+            <ymax>262</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>7</xmin>
+            <ymin>272</ymin>
+            <xmax>52</xmax>
+            <ymax>332</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes18.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes18.xml
new file mode 100644
index 0000000000000000000000000000000000000000..de10851108c414612c2382683a4f6ed22da2c404
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes18.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes18.png</filename>
+    <size>
+        <width>400</width>
+        <height>173</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>95</xmin>
+            <ymin>121</ymin>
+            <xmax>199</xmax>
+            <ymax>167</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes180.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes180.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ea86ee260549fe01d90872363bc3d6d5e1064c71
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes180.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes180.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>155</xmin>
+            <ymin>145</ymin>
+            <xmax>239</xmax>
+            <ymax>221</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes181.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes181.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f3d98d19dc7a96f67297a0bd931d11ae754555f6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes181.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes181.png</filename>
+    <size>
+        <width>571</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>197</xmin>
+            <ymin>8</ymin>
+            <xmax>428</xmax>
+            <ymax>273</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes182.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes182.xml
new file mode 100644
index 0000000000000000000000000000000000000000..116785d0a827f30af2c57b8bca630c523e1fec28
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes182.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes182.png</filename>
+    <size>
+        <width>463</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>185</xmin>
+            <ymin>227</ymin>
+            <xmax>276</xmax>
+            <ymax>283</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes183.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes183.xml
new file mode 100644
index 0000000000000000000000000000000000000000..741a0641408ca4a040cbd219eb76b331cf6d5470
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes183.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes183.png</filename>
+    <size>
+        <width>460</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>17</xmin>
+            <ymin>34</ymin>
+            <xmax>415</xmax>
+            <ymax>253</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes184.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes184.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a7195e1b617c2a8f7017f2c689a2d24c3bf5b0ff
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes184.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes184.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>49</xmin>
+            <ymin>130</ymin>
+            <xmax>88</xmax>
+            <ymax>143</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>146</ymin>
+            <xmax>400</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes185.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes185.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a1e1e9c2d94f6aa146568d7875ccdda75a66a71a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes185.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes185.png</filename>
+    <size>
+        <width>557</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>166</xmin>
+            <ymin>28</ymin>
+            <xmax>339</xmax>
+            <ymax>123</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>457</xmin>
+            <ymin>44</ymin>
+            <xmax>557</xmax>
+            <ymax>101</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>429</xmin>
+            <ymin>86</ymin>
+            <xmax>477</xmax>
+            <ymax>112</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>81</xmin>
+            <ymin>135</ymin>
+            <xmax>527</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes186.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes186.xml
new file mode 100644
index 0000000000000000000000000000000000000000..fe85dfc717b0d7b60bf307b0f6d7a1818ec255be
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes186.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes186.png</filename>
+    <size>
+        <width>435</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>14</xmin>
+            <ymin>154</ymin>
+            <xmax>341</xmax>
+            <ymax>285</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>283</xmin>
+            <ymin>220</ymin>
+            <xmax>435</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>383</xmin>
+            <ymin>138</ymin>
+            <xmax>416</xmax>
+            <ymax>156</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes187.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes187.xml
new file mode 100644
index 0000000000000000000000000000000000000000..24dd51faa8c635ea9dc6a9434c42ae7984f64e1b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes187.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes187.png</filename>
+    <size>
+        <width>401</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>102</xmin>
+            <ymin>189</ymin>
+            <xmax>223</xmax>
+            <ymax>243</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>222</xmin>
+            <ymin>168</ymin>
+            <xmax>293</xmax>
+            <ymax>201</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>266</xmin>
+            <ymin>139</ymin>
+            <xmax>332</xmax>
+            <ymax>170</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes188.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes188.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2217a7e8ddfb0c9d262c31ebe21cc391fa1bb16c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes188.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes188.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>8</xmin>
+            <ymin>118</ymin>
+            <xmax>497</xmax>
+            <ymax>246</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes189.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes189.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3745d1627f8bcc87eb5651807903944ee38c8927
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes189.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes189.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>85</xmin>
+            <ymin>112</ymin>
+            <xmax>322</xmax>
+            <ymax>271</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>418</xmin>
+            <ymin>158</ymin>
+            <xmax>533</xmax>
+            <ymax>276</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes19.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes19.xml
new file mode 100644
index 0000000000000000000000000000000000000000..47607550de4bf2efe74f4afae4f07699eb3b9dac
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes19.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes19.png</filename>
+    <size>
+        <width>461</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>42</xmin>
+            <ymin>64</ymin>
+            <xmax>146</xmax>
+            <ymax>96</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>144</xmin>
+            <ymin>110</ymin>
+            <xmax>371</xmax>
+            <ymax>211</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes190.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes190.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d0a3a584a45acde5e220b32200690c76588befd1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes190.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes190.png</filename>
+    <size>
+        <width>451</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>154</xmin>
+            <ymin>90</ymin>
+            <xmax>385</xmax>
+            <ymax>130</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>194</ymin>
+            <xmax>216</xmax>
+            <ymax>264</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes191.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes191.xml
new file mode 100644
index 0000000000000000000000000000000000000000..445e1a0b5b5c19514bb4699714468cfa236f9765
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes191.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes191.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>180</xmin>
+            <ymin>174</ymin>
+            <xmax>244</xmax>
+            <ymax>205</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes192.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes192.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e36a7d737f72c4c5e56b32252e2ccb10c5144233
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes192.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes192.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>125</xmin>
+            <ymin>162</ymin>
+            <xmax>355</xmax>
+            <ymax>229</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>46</xmin>
+            <ymin>103</ymin>
+            <xmax>100</xmax>
+            <ymax>118</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes193.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes193.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7e580f7acb885093ae9371b5bd217c9c4174d201
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes193.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes193.png</filename>
+    <size>
+        <width>452</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>169</xmin>
+            <ymin>205</ymin>
+            <xmax>239</xmax>
+            <ymax>233</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>216</xmin>
+            <ymin>241</ymin>
+            <xmax>260</xmax>
+            <ymax>267</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>293</xmin>
+            <ymin>244</ymin>
+            <xmax>337</xmax>
+            <ymax>277</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>260</xmin>
+            <ymin>166</ymin>
+            <xmax>306</xmax>
+            <ymax>183</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>157</xmin>
+            <ymin>144</ymin>
+            <xmax>180</xmax>
+            <ymax>153</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes194.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes194.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8fecc849c587d4ed3112d05f7bbebdde5fbf81ef
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes194.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes194.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>131</xmin>
+            <ymin>92</ymin>
+            <xmax>267</xmax>
+            <ymax>187</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>245</xmin>
+            <ymin>241</ymin>
+            <xmax>282</xmax>
+            <ymax>274</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes195.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes195.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7d0e1fdc9e1c0ad832e931d2316ceb0c86d32b17
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes195.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes195.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>152</xmin>
+            <ymin>153</ymin>
+            <xmax>235</xmax>
+            <ymax>197</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes196.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes196.xml
new file mode 100644
index 0000000000000000000000000000000000000000..eac237551ff322aa2ba691355974f18876bda157
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes196.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes196.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>136</xmin>
+            <ymin>146</ymin>
+            <xmax>280</xmax>
+            <ymax>297</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>0</xmin>
+            <ymin>331</ymin>
+            <xmax>88</xmax>
+            <ymax>400</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes197.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes197.xml
new file mode 100644
index 0000000000000000000000000000000000000000..cb9f4e125c542c1a64d0ad5792d5d722edb7678d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes197.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes197.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>107</xmin>
+            <ymin>27</ymin>
+            <xmax>406</xmax>
+            <ymax>279</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes198.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes198.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c6d223c6fe36b3d7b32785ff0388c35a896e9cef
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes198.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes198.png</filename>
+    <size>
+        <width>300</width>
+        <height>451</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>172</xmin>
+            <ymin>187</ymin>
+            <xmax>300</xmax>
+            <ymax>236</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>85</xmin>
+            <ymin>166</ymin>
+            <xmax>161</xmax>
+            <ymax>227</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes199.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes199.xml
new file mode 100644
index 0000000000000000000000000000000000000000..17be6e9be756e99a8a679aaa9e26e7c2e53548c3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes199.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes199.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>171</xmin>
+            <ymin>130</ymin>
+            <xmax>255</xmax>
+            <ymax>181</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>147</xmin>
+            <ymin>167</ymin>
+            <xmax>202</xmax>
+            <ymax>213</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>106</xmin>
+            <ymin>235</ymin>
+            <xmax>143</xmax>
+            <ymax>280</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes2.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes2.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d8abe2e0ae29f6d15ed333df01f07158a3d48948
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes2.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes2.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>108</xmin>
+            <ymin>69</ymin>
+            <xmax>288</xmax>
+            <ymax>253</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>13</xmin>
+            <ymin>352</ymin>
+            <xmax>80</xmax>
+            <ymax>400</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes20.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes20.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2631ea62fa16437367f338a2ae3cfd157bf3d1b8
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes20.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes20.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>4</xmin>
+            <ymin>137</ymin>
+            <xmax>90</xmax>
+            <ymax>187</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>97</xmin>
+            <ymin>124</ymin>
+            <xmax>343</xmax>
+            <ymax>220</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes200.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes200.xml
new file mode 100644
index 0000000000000000000000000000000000000000..dea69ab07779f46d2874e245c403ce01d142fd6f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes200.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes200.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>127</xmin>
+            <ymin>147</ymin>
+            <xmax>259</xmax>
+            <ymax>234</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>295</xmin>
+            <ymin>271</ymin>
+            <xmax>328</xmax>
+            <ymax>297</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes201.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes201.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2facf3a619703adea37a4da8e576b1b816976c91
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes201.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes201.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>147</xmin>
+            <ymin>148</ymin>
+            <xmax>262</xmax>
+            <ymax>213</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>322</xmin>
+            <ymin>172</ymin>
+            <xmax>400</xmax>
+            <ymax>214</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes202.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes202.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e74355d9fb015039cdc5c3a3e0354974eae24b1f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes202.xml
@@ -0,0 +1,89 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes202.png</filename>
+    <size>
+        <width>300</width>
+        <height>397</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>151</xmin>
+            <ymin>156</ymin>
+            <xmax>190</xmax>
+            <ymax>180</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>122</xmin>
+            <ymin>135</ymin>
+            <xmax>154</xmax>
+            <ymax>152</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>109</xmin>
+            <ymin>113</ymin>
+            <xmax>150</xmax>
+            <ymax>136</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>69</xmin>
+            <ymin>141</ymin>
+            <xmax>114</xmax>
+            <ymax>168</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>208</xmin>
+            <ymin>133</ymin>
+            <xmax>226</xmax>
+            <ymax>143</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>94</xmin>
+            <ymin>223</ymin>
+            <xmax>223</xmax>
+            <ymax>363</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes203.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes203.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5aa3a6fcbb704bd1e8364a61fb394156b9fbf2f7
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes203.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes203.png</filename>
+    <size>
+        <width>453</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>201</xmin>
+            <ymin>37</ymin>
+            <xmax>317</xmax>
+            <ymax>121</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>41</xmin>
+            <ymin>123</ymin>
+            <xmax>245</xmax>
+            <ymax>291</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>15</xmin>
+            <ymin>1</ymin>
+            <xmax>178</xmax>
+            <ymax>74</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes204.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes204.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f921f435428d682c20074617e86fcbecfca85c18
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes204.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes204.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>118</xmin>
+            <ymin>104</ymin>
+            <xmax>277</xmax>
+            <ymax>207</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes205.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes205.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f12db602b1b72e6cd85a35eb162cd6b87e88fd2a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes205.xml
@@ -0,0 +1,89 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes205.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>86</xmin>
+            <ymin>53</ymin>
+            <xmax>148</xmax>
+            <ymax>73</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>42</xmin>
+            <ymin>63</ymin>
+            <xmax>89</xmax>
+            <ymax>87</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>101</ymin>
+            <xmax>59</xmax>
+            <ymax>122</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>14</xmin>
+            <ymin>117</ymin>
+            <xmax>162</xmax>
+            <ymax>153</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>270</xmin>
+            <ymin>150</ymin>
+            <xmax>450</xmax>
+            <ymax>195</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>19</xmin>
+            <ymin>172</ymin>
+            <xmax>302</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes206.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes206.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b7f198432d22815a8a81e6b2bcd4756d420a6962
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes206.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes206.png</filename>
+    <size>
+        <width>453</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>244</xmin>
+            <ymin>169</ymin>
+            <xmax>350</xmax>
+            <ymax>296</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>191</xmin>
+            <ymin>264</ymin>
+            <xmax>246</xmax>
+            <ymax>299</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>18</xmin>
+            <ymin>8</ymin>
+            <xmax>149</xmax>
+            <ymax>59</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>403</xmin>
+            <ymin>23</ymin>
+            <xmax>453</xmax>
+            <ymax>49</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes207.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes207.xml
new file mode 100644
index 0000000000000000000000000000000000000000..33df8a7e3c90fc24e94f98af27e1db677eb04c2e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes207.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes207.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>152</xmin>
+            <ymin>157</ymin>
+            <xmax>234</xmax>
+            <ymax>209</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>0</xmin>
+            <ymin>37</ymin>
+            <xmax>75</xmax>
+            <ymax>67</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes208.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes208.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ec5f582e3bccaf495e8d8f67b0d3ff5458cafddf
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes208.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes208.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>145</xmin>
+            <ymin>170</ymin>
+            <xmax>259</xmax>
+            <ymax>229</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes209.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes209.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8fdb0210f8b3597001246dfff06409f72fe5a656
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes209.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes209.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>100</xmin>
+            <ymin>180</ymin>
+            <xmax>220</xmax>
+            <ymax>237</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>170</xmin>
+            <ymin>152</ymin>
+            <xmax>292</xmax>
+            <ymax>184</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>299</xmin>
+            <ymin>159</ymin>
+            <xmax>348</xmax>
+            <ymax>185</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes21.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes21.xml
new file mode 100644
index 0000000000000000000000000000000000000000..853994aac37b1aacff6d7af106224d15c51063ef
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes21.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes21.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>17</xmin>
+            <ymin>88</ymin>
+            <xmax>146</xmax>
+            <ymax>121</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>41</xmin>
+            <ymin>73</ymin>
+            <xmax>72</xmax>
+            <ymax>85</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>27</xmin>
+            <ymin>125</ymin>
+            <xmax>413</xmax>
+            <ymax>245</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes210.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes210.xml
new file mode 100644
index 0000000000000000000000000000000000000000..42e3cade438e89bb32a010c7d9e3ddf804c0269b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes210.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes210.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>98</xmin>
+            <ymin>102</ymin>
+            <xmax>338</xmax>
+            <ymax>185</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>66</xmin>
+            <ymin>94</ymin>
+            <xmax>96</xmax>
+            <ymax>109</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>0</xmin>
+            <ymin>7</ymin>
+            <xmax>38</xmax>
+            <ymax>29</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>97</xmin>
+            <ymin>307</ymin>
+            <xmax>191</xmax>
+            <ymax>395</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>158</xmin>
+            <ymin>77</ymin>
+            <xmax>247</xmax>
+            <ymax>105</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes211.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes211.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0f0dddd29a1d837a99d415a5755a302de27df3bb
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes211.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes211.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>98</xmin>
+            <ymin>95</ymin>
+            <xmax>285</xmax>
+            <ymax>168</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes212.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes212.xml
new file mode 100644
index 0000000000000000000000000000000000000000..400200c05ebde7c54de4e80d004493278f4a3fae
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes212.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes212.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>80</xmin>
+            <ymin>94</ymin>
+            <xmax>284</xmax>
+            <ymax>264</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>274</xmin>
+            <ymin>79</ymin>
+            <xmax>337</xmax>
+            <ymax>170</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes213.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes213.xml
new file mode 100644
index 0000000000000000000000000000000000000000..46af76ed5b3dd32a3ce1ae008f4bcfe4227e8393
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes213.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes213.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>212</xmin>
+            <ymin>226</ymin>
+            <xmax>288</xmax>
+            <ymax>274</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes214.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes214.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b4c8ff3887569f18cac8837280f51762957bf072
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes214.xml
@@ -0,0 +1,167 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes214.png</filename>
+    <size>
+        <width>400</width>
+        <height>148</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>146</xmin>
+            <ymin>129</ymin>
+            <xmax>234</xmax>
+            <ymax>146</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>81</xmin>
+            <ymin>119</ymin>
+            <xmax>134</xmax>
+            <ymax>132</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>127</xmin>
+            <ymin>112</ymin>
+            <xmax>214</xmax>
+            <ymax>120</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>194</xmin>
+            <ymin>101</ymin>
+            <xmax>239</xmax>
+            <ymax>108</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>136</xmin>
+            <ymin>86</ymin>
+            <xmax>171</xmax>
+            <ymax>91</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>108</ymin>
+            <xmax>49</xmax>
+            <ymax>138</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>89</xmin>
+            <ymin>72</ymin>
+            <xmax>121</xmax>
+            <ymax>79</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>182</xmin>
+            <ymin>69</ymin>
+            <xmax>211</xmax>
+            <ymax>75</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>285</xmin>
+            <ymin>110</ymin>
+            <xmax>310</xmax>
+            <ymax>117</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>279</xmin>
+            <ymin>96</ymin>
+            <xmax>304</xmax>
+            <ymax>102</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>256</xmin>
+            <ymin>88</ymin>
+            <xmax>287</xmax>
+            <ymax>95</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>312</xmin>
+            <ymin>130</ymin>
+            <xmax>401</xmax>
+            <ymax>148</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes215.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes215.xml
new file mode 100644
index 0000000000000000000000000000000000000000..723eed47e72c4f31b722c760a92a3559d5425a5e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes215.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes215.png</filename>
+    <size>
+        <width>300</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>81</ymin>
+            <xmax>179</xmax>
+            <ymax>226</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>246</ymin>
+            <xmax>66</xmax>
+            <ymax>282</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes216.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes216.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3b2a9b157f14c663d3ce8086d3fe5478dcc8550a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes216.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes216.png</filename>
+    <size>
+        <width>451</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>144</xmin>
+            <ymin>138</ymin>
+            <xmax>252</xmax>
+            <ymax>163</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>341</xmin>
+            <ymin>100</ymin>
+            <xmax>414</xmax>
+            <ymax>118</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>149</xmin>
+            <ymin>159</ymin>
+            <xmax>417</xmax>
+            <ymax>274</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes217.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes217.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a5de75d65c7bc99ebc3b378f5e888511c3a1bd22
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes217.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes217.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>64</xmin>
+            <ymin>155</ymin>
+            <xmax>131</xmax>
+            <ymax>185</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>287</xmin>
+            <ymin>135</ymin>
+            <xmax>321</xmax>
+            <ymax>150</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>297</xmin>
+            <ymin>176</ymin>
+            <xmax>338</xmax>
+            <ymax>205</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>259</xmin>
+            <ymin>232</ymin>
+            <xmax>325</xmax>
+            <ymax>274</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes218.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes218.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9e12b94aae07053a08c1d52586ea79972363c116
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes218.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes218.png</filename>
+    <size>
+        <width>425</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>187</xmin>
+            <ymin>203</ymin>
+            <xmax>315</xmax>
+            <ymax>272</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes219.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes219.xml
new file mode 100644
index 0000000000000000000000000000000000000000..259df399e5dd7a4f4f776ae63e6794b5d5d5f62e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes219.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes219.png</filename>
+    <size>
+        <width>503</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>264</xmin>
+            <ymin>57</ymin>
+            <xmax>503</xmax>
+            <ymax>198</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>78</ymin>
+            <xmax>249</xmax>
+            <ymax>256</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes22.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes22.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ad18cf7ecd59158594f9b15f0d9d3c6c4b6c9891
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes22.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes22.png</filename>
+    <size>
+        <width>600</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>356</xmin>
+            <ymin>52</ymin>
+            <xmax>447</xmax>
+            <ymax>138</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes220.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes220.xml
new file mode 100644
index 0000000000000000000000000000000000000000..85ac7a27859e585ef551845974cedf23139e3b60
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes220.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes220.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>62</xmin>
+            <ymin>74</ymin>
+            <xmax>370</xmax>
+            <ymax>257</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes221.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes221.xml
new file mode 100644
index 0000000000000000000000000000000000000000..14a12a1625efa0b45596fb58078ddcfa19ffd74b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes221.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes221.png</filename>
+    <size>
+        <width>553</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>249</xmin>
+            <ymin>101</ymin>
+            <xmax>273</xmax>
+            <ymax>115</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes222.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes222.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a4699c2e385a58064c75c93c20110e50fc149f59
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes222.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes222.png</filename>
+    <size>
+        <width>370</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>92</xmin>
+            <ymin>177</ymin>
+            <xmax>366</xmax>
+            <ymax>284</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes223.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes223.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9da986fbafecfd04f5e00bf286346b442173ea75
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes223.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes223.png</filename>
+    <size>
+        <width>574</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>236</xmin>
+            <ymin>138</ymin>
+            <xmax>288</xmax>
+            <ymax>173</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>378</xmin>
+            <ymin>189</ymin>
+            <xmax>484</xmax>
+            <ymax>250</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes224.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes224.xml
new file mode 100644
index 0000000000000000000000000000000000000000..86f303a1a34c1a548e22290b0a407ce5aed2b191
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes224.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes224.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>104</xmin>
+            <ymin>94</ymin>
+            <xmax>440</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes225.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes225.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b73856e6f2c10f84efde638393159ab5d8f649ed
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes225.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes225.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>137</xmin>
+            <ymin>129</ymin>
+            <xmax>277</xmax>
+            <ymax>198</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>158</xmin>
+            <ymin>32</ymin>
+            <xmax>247</xmax>
+            <ymax>57</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>259</xmin>
+            <ymin>217</ymin>
+            <xmax>384</xmax>
+            <ymax>299</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes226.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes226.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f74c225cee9f1450cb36212ca98933e92392ce56
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes226.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes226.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>191</xmin>
+            <ymin>163</ymin>
+            <xmax>219</xmax>
+            <ymax>186</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>184</xmin>
+            <ymin>196</ymin>
+            <xmax>391</xmax>
+            <ymax>250</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes227.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes227.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ed0481c0f938c4c9a656a2b11ffc86c72d36aaec
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes227.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes227.png</filename>
+    <size>
+        <width>532</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>120</xmin>
+            <ymin>71</ymin>
+            <xmax>358</xmax>
+            <ymax>175</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>355</xmin>
+            <ymin>205</ymin>
+            <xmax>520</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes228.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes228.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6703b90ab46489816148dbd14eb6e048b5f3040f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes228.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes228.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>128</xmin>
+            <ymin>159</ymin>
+            <xmax>254</xmax>
+            <ymax>255</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes229.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes229.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8cee7b89805ceca57c742ae327a20c75352ef83c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes229.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes229.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>113</xmin>
+            <ymin>125</ymin>
+            <xmax>531</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes23.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes23.xml
new file mode 100644
index 0000000000000000000000000000000000000000..dadfad44e4604344351c6618efdcfa7e9eb0a728
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes23.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes23.png</filename>
+    <size>
+        <width>480</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>85</xmin>
+            <ymin>95</ymin>
+            <xmax>421</xmax>
+            <ymax>251</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes230.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes230.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d6108b36cbcff3fb5efab1c7d81b0c7f5fdd6a91
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes230.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes230.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>50</xmin>
+            <ymin>79</ymin>
+            <xmax>331</xmax>
+            <ymax>256</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes231.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes231.xml
new file mode 100644
index 0000000000000000000000000000000000000000..598f051f6a5cfa32d5bee6d872fb3aa43113cd42
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes231.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes231.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>143</xmin>
+            <ymin>194</ymin>
+            <xmax>235</xmax>
+            <ymax>335</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes232.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes232.xml
new file mode 100644
index 0000000000000000000000000000000000000000..83d89f17ede22bf72bba56a21b0a86baf0827288
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes232.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes232.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>144</xmin>
+            <ymin>187</ymin>
+            <xmax>232</xmax>
+            <ymax>282</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes233.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes233.xml
new file mode 100644
index 0000000000000000000000000000000000000000..da568786be16f4e2b4bce87dc4303fb6632c72ab
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes233.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes233.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>139</xmin>
+            <ymin>135</ymin>
+            <xmax>258</xmax>
+            <ymax>230</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>107</xmin>
+            <ymin>60</ymin>
+            <xmax>142</xmax>
+            <ymax>92</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes234.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes234.xml
new file mode 100644
index 0000000000000000000000000000000000000000..897935465dc28a5eb2b46eea47c61fa2eb168be2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes234.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes234.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>299</xmin>
+            <ymin>137</ymin>
+            <xmax>401</xmax>
+            <ymax>173</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>135</xmin>
+            <ymin>191</ymin>
+            <xmax>487</xmax>
+            <ymax>272</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes235.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes235.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3fe21aa7847158939f89e11e490651a2b33354a7
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes235.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes235.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>94</xmin>
+            <ymin>133</ymin>
+            <xmax>295</xmax>
+            <ymax>224</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes236.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes236.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c5c48bcfa251c88495859eba88ad1ae35e997c5d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes236.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes236.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>119</xmin>
+            <ymin>134</ymin>
+            <xmax>292</xmax>
+            <ymax>211</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes237.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes237.xml
new file mode 100644
index 0000000000000000000000000000000000000000..078aed58f322ca4542750bcef512af23e6bc194a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes237.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes237.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>22</xmin>
+            <ymin>197</ymin>
+            <xmax>63</xmax>
+            <ymax>232</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>179</xmin>
+            <ymin>173</ymin>
+            <xmax>313</xmax>
+            <ymax>241</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>45</xmin>
+            <ymin>110</ymin>
+            <xmax>134</xmax>
+            <ymax>169</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes238.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes238.xml
new file mode 100644
index 0000000000000000000000000000000000000000..15a2214503333f25ea02b331acb33ee270f81c3e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes238.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes238.png</filename>
+    <size>
+        <width>600</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>75</xmin>
+            <ymin>80</ymin>
+            <xmax>523</xmax>
+            <ymax>229</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes239.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes239.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c0907e793900bce7d394b50259c314d13644d006
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes239.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes239.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>124</xmin>
+            <ymin>163</ymin>
+            <xmax>264</xmax>
+            <ymax>267</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes24.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes24.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b5b95204f42ef55470ed8f95b309ac5b0f1f8e38
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes24.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes24.png</filename>
+    <size>
+        <width>527</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>139</xmin>
+            <ymin>160</ymin>
+            <xmax>491</xmax>
+            <ymax>269</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes240.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes240.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3b944ba6ba6bea8de1948770f984c1de56784374
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes240.xml
@@ -0,0 +1,102 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes240.png</filename>
+    <size>
+        <width>373</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>174</xmin>
+            <ymin>200</ymin>
+            <xmax>275</xmax>
+            <ymax>223</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>41</xmin>
+            <ymin>152</ymin>
+            <xmax>242</xmax>
+            <ymax>190</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>70</xmin>
+            <ymin>139</ymin>
+            <xmax>127</xmax>
+            <ymax>148</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>63</xmin>
+            <ymin>107</ymin>
+            <xmax>177</xmax>
+            <ymax>135</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>120</xmin>
+            <ymin>59</ymin>
+            <xmax>249</xmax>
+            <ymax>78</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>111</xmin>
+            <ymin>29</ymin>
+            <xmax>246</xmax>
+            <ymax>47</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>122</xmin>
+            <ymin>18</ymin>
+            <xmax>234</xmax>
+            <ymax>30</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes241.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes241.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5f9d9b72f2e97ce4635d43c4342d7062ca40139f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes241.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes241.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>119</xmin>
+            <ymin>140</ymin>
+            <xmax>269</xmax>
+            <ymax>228</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes242.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes242.xml
new file mode 100644
index 0000000000000000000000000000000000000000..69821924906006f83afc480c0d8afe9288bcc2e1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes242.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes242.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>130</xmin>
+            <ymin>175</ymin>
+            <xmax>294</xmax>
+            <ymax>229</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>70</xmin>
+            <ymin>252</ymin>
+            <xmax>118</xmax>
+            <ymax>282</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes243.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes243.xml
new file mode 100644
index 0000000000000000000000000000000000000000..824c16b2449798b1259c07a29b447ab328c9183d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes243.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes243.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>131</xmin>
+            <ymin>155</ymin>
+            <xmax>305</xmax>
+            <ymax>248</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes244.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes244.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a95634854c9d7275d6107fae28932a1ca7e394ff
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes244.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes244.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>43</xmin>
+            <ymin>94</ymin>
+            <xmax>309</xmax>
+            <ymax>182</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes245.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes245.xml
new file mode 100644
index 0000000000000000000000000000000000000000..11b8fb334eea9f233a8f71ca8d1f88e544fedb90
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes245.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes245.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>62</xmin>
+            <ymin>82</ymin>
+            <xmax>141</xmax>
+            <ymax>130</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>142</xmin>
+            <ymin>155</ymin>
+            <xmax>281</xmax>
+            <ymax>279</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes246.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes246.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a77374e2dd5d19971939820bce0e3ab569e9ee8f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes246.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes246.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>160</xmin>
+            <ymin>165</ymin>
+            <xmax>242</xmax>
+            <ymax>229</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>368</xmin>
+            <ymin>178</ymin>
+            <xmax>400</xmax>
+            <ymax>205</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes247.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes247.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a506f394a7f408d6e4c9f384bcc96dbbc044d00c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes247.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes247.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>93</xmin>
+            <ymin>173</ymin>
+            <xmax>462</xmax>
+            <ymax>243</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes248.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes248.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ca30282d4b5ed4e319d1ec2605678bbc2a384e85
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes248.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes248.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>156</xmin>
+            <ymin>150</ymin>
+            <xmax>225</xmax>
+            <ymax>288</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>151</xmin>
+            <ymin>28</ymin>
+            <xmax>211</xmax>
+            <ymax>49</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes249.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes249.xml
new file mode 100644
index 0000000000000000000000000000000000000000..07082e3d9ebb188de6f87319333a6800a0f5e77c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes249.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes249.png</filename>
+    <size>
+        <width>452</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>114</xmin>
+            <ymin>129</ymin>
+            <xmax>284</xmax>
+            <ymax>197</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes25.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes25.xml
new file mode 100644
index 0000000000000000000000000000000000000000..540b6becb037f1e0fff938172e13b204ca30fd50
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes25.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes25.png</filename>
+    <size>
+        <width>571</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>426</xmin>
+            <ymin>119</ymin>
+            <xmax>487</xmax>
+            <ymax>135</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>411</xmin>
+            <ymin>135</ymin>
+            <xmax>571</xmax>
+            <ymax>185</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>136</ymin>
+            <xmax>348</xmax>
+            <ymax>243</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>430</xmin>
+            <ymin>223</ymin>
+            <xmax>571</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes250.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes250.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6e058a2c3d9d82693085bd3d7b2c1752867e7274
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes250.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes250.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>147</xmin>
+            <ymin>140</ymin>
+            <xmax>267</xmax>
+            <ymax>204</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes251.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes251.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b0638bdbbf09cd1a1ce86449084b75b52b02a031
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes251.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes251.png</filename>
+    <size>
+        <width>453</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>16</xmin>
+            <ymin>211</ymin>
+            <xmax>127</xmax>
+            <ymax>248</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>205</xmin>
+            <ymin>171</ymin>
+            <xmax>248</xmax>
+            <ymax>192</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>239</xmin>
+            <ymin>151</ymin>
+            <xmax>277</xmax>
+            <ymax>165</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>285</xmin>
+            <ymin>116</ymin>
+            <xmax>331</xmax>
+            <ymax>131</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>323</xmin>
+            <ymin>98</ymin>
+            <xmax>359</xmax>
+            <ymax>107</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes252.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes252.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e61215fd765e70d19a2c61de90563d8d1158a650
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes252.xml
@@ -0,0 +1,89 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes252.png</filename>
+    <size>
+        <width>400</width>
+        <height>180</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>188</xmin>
+            <ymin>146</ymin>
+            <xmax>203</xmax>
+            <ymax>152</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>175</xmin>
+            <ymin>132</ymin>
+            <xmax>195</xmax>
+            <ymax>137</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>277</xmin>
+            <ymin>141</ymin>
+            <xmax>296</xmax>
+            <ymax>150</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>306</xmin>
+            <ymin>158</ymin>
+            <xmax>330</xmax>
+            <ymax>167</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>212</xmin>
+            <ymin>164</ymin>
+            <xmax>225</xmax>
+            <ymax>172</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>228</xmin>
+            <ymin>147</ymin>
+            <xmax>258</xmax>
+            <ymax>152</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes253.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes253.xml
new file mode 100644
index 0000000000000000000000000000000000000000..87d0179fc2ae59f66deccb924e2212c9783ccd6c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes253.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes253.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>65</xmin>
+            <ymin>90</ymin>
+            <xmax>353</xmax>
+            <ymax>191</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes254.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes254.xml
new file mode 100644
index 0000000000000000000000000000000000000000..49b580ed92171adac6f1ba453c0e9cee1a6ba342
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes254.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes254.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>155</xmin>
+            <ymin>175</ymin>
+            <xmax>329</xmax>
+            <ymax>258</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>14</xmin>
+            <ymin>194</ymin>
+            <xmax>57</xmax>
+            <ymax>220</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>377</xmin>
+            <ymin>124</ymin>
+            <xmax>443</xmax>
+            <ymax>139</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>233</xmin>
+            <ymin>130</ymin>
+            <xmax>257</xmax>
+            <ymax>140</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>367</xmin>
+            <ymin>209</ymin>
+            <xmax>411</xmax>
+            <ymax>226</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes255.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes255.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9b3b663cb8be8d60ca6ac92c03c4381d79a44a18
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes255.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes255.png</filename>
+    <size>
+        <width>534</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>245</xmin>
+            <ymin>177</ymin>
+            <xmax>393</xmax>
+            <ymax>248</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>422</xmin>
+            <ymin>124</ymin>
+            <xmax>534</xmax>
+            <ymax>170</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>491</xmin>
+            <ymin>283</ymin>
+            <xmax>534</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>441</xmin>
+            <ymin>198</ymin>
+            <xmax>482</xmax>
+            <ymax>218</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>479</xmin>
+            <ymin>188</ymin>
+            <xmax>533</xmax>
+            <ymax>202</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes256.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes256.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d4db835842c9c7a81c30e5b3da6ccdca7136dbbd
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes256.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes256.png</filename>
+    <size>
+        <width>400</width>
+        <height>168</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>68</xmin>
+            <ymin>90</ymin>
+            <xmax>334</xmax>
+            <ymax>127</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes257.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes257.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d99e2bb41060148a6919a49ba389e210ea54d2eb
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes257.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes257.png</filename>
+    <size>
+        <width>300</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>22</xmin>
+            <ymin>144</ymin>
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+            <ymax>186</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>2</xmin>
+            <ymin>112</ymin>
+            <xmax>147</xmax>
+            <ymax>129</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>94</xmin>
+            <ymin>81</ymin>
+            <xmax>157</xmax>
+            <ymax>96</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>192</ymin>
+            <xmax>300</xmax>
+            <ymax>287</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes258.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes258.xml
new file mode 100644
index 0000000000000000000000000000000000000000..350f8035464f15908ed55701bc9909cec2615e30
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes258.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes258.png</filename>
+    <size>
+        <width>382</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>196</xmin>
+            <ymin>207</ymin>
+            <xmax>317</xmax>
+            <ymax>260</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes259.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes259.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ca82222e797c93aa1b37f846588328152152caa3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes259.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes259.png</filename>
+    <size>
+        <width>506</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>46</xmin>
+            <ymin>143</ymin>
+            <xmax>379</xmax>
+            <ymax>271</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes26.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes26.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a88bfc83520af88aaa2bdf5eeba16e39e5484b43
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes26.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes26.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>93</xmin>
+            <ymin>56</ymin>
+            <xmax>279</xmax>
+            <ymax>204</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes260.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes260.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a945f9ca0fcc6534ab7e34be33896e3215add941
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes260.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes260.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>111</xmin>
+            <ymin>60</ymin>
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+            <ymax>263</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes261.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes261.xml
new file mode 100644
index 0000000000000000000000000000000000000000..523029d257a79357ba7406e5f760af1776052478
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes261.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes261.png</filename>
+    <size>
+        <width>418</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>216</ymin>
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+            <ymax>234</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>152</xmin>
+            <ymin>202</ymin>
+            <xmax>184</xmax>
+            <ymax>212</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>55</xmin>
+            <ymin>251</ymin>
+            <xmax>190</xmax>
+            <ymax>287</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>145</xmin>
+            <ymin>231</ymin>
+            <xmax>185</xmax>
+            <ymax>247</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes262.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes262.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b2c46703b9c16fade001ea8ce8d72dcb7ff12bf7
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes262.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes262.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>75</xmin>
+            <ymin>92</ymin>
+            <xmax>312</xmax>
+            <ymax>205</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes263.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes263.xml
new file mode 100644
index 0000000000000000000000000000000000000000..46685c261e2ba62bfb7c4025503525d553fdb0dd
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes263.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes263.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>57</ymin>
+            <xmax>377</xmax>
+            <ymax>227</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes264.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes264.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1e3c83998ebbb88d5e219adeae691c13beb636b2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes264.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes264.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>128</xmin>
+            <ymin>137</ymin>
+            <xmax>274</xmax>
+            <ymax>306</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes265.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes265.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e76a328c98962ed5e9e2f8e05a6c046b027c7dae
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes265.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes265.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>164</xmin>
+            <ymin>148</ymin>
+            <xmax>295</xmax>
+            <ymax>229</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>50</xmin>
+            <ymin>266</ymin>
+            <xmax>101</xmax>
+            <ymax>319</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes266.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes266.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b1d59e83e3e06476cd8842e364d41a934657036b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes266.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes266.png</filename>
+    <size>
+        <width>300</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>224</xmin>
+            <ymin>175</ymin>
+            <xmax>283</xmax>
+            <ymax>226</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>88</xmin>
+            <ymin>168</ymin>
+            <xmax>130</xmax>
+            <ymax>188</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>66</xmin>
+            <ymin>240</ymin>
+            <xmax>229</xmax>
+            <ymax>314</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>136</xmin>
+            <ymin>63</ymin>
+            <xmax>182</xmax>
+            <ymax>82</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes267.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes267.xml
new file mode 100644
index 0000000000000000000000000000000000000000..98da37cb6a5052781b40cf94ec037bcb79df3206
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes267.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes267.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>170</xmin>
+            <ymin>181</ymin>
+            <xmax>222</xmax>
+            <ymax>227</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes268.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes268.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d4c10882046f0c39064562c186b824091be93dd8
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes268.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes268.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>142</xmin>
+            <ymin>144</ymin>
+            <xmax>241</xmax>
+            <ymax>199</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>292</xmin>
+            <ymin>189</ymin>
+            <xmax>355</xmax>
+            <ymax>239</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes269.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes269.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e38d16886114cd8153883e79eaf9c0dec224690b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes269.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes269.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>197</xmin>
+            <ymin>134</ymin>
+            <xmax>264</xmax>
+            <ymax>166</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>105</xmin>
+            <ymin>180</ymin>
+            <xmax>233</xmax>
+            <ymax>226</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>79</xmin>
+            <ymin>124</ymin>
+            <xmax>168</xmax>
+            <ymax>163</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes27.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes27.xml
new file mode 100644
index 0000000000000000000000000000000000000000..907420186dbb024ee880d1a3e67f662de049e8b7
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes27.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes27.png</filename>
+    <size>
+        <width>486</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>24</xmin>
+            <ymin>73</ymin>
+            <xmax>358</xmax>
+            <ymax>198</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes270.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes270.xml
new file mode 100644
index 0000000000000000000000000000000000000000..57a521e17af4f1119daa7ff15fc89883ebdb47f4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes270.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes270.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>93</xmin>
+            <ymin>90</ymin>
+            <xmax>182</xmax>
+            <ymax>130</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>303</xmin>
+            <ymin>94</ymin>
+            <xmax>337</xmax>
+            <ymax>105</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>278</xmin>
+            <ymin>80</ymin>
+            <xmax>318</xmax>
+            <ymax>93</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>146</xmin>
+            <ymin>153</ymin>
+            <xmax>327</xmax>
+            <ymax>242</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>222</xmin>
+            <ymin>245</ymin>
+            <xmax>352</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes271.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes271.xml
new file mode 100644
index 0000000000000000000000000000000000000000..538c8db574bb158813552c443869fffb43d8b234
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes271.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes271.png</filename>
+    <size>
+        <width>520</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>67</xmin>
+            <ymin>150</ymin>
+            <xmax>323</xmax>
+            <ymax>272</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes272.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes272.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1566d208ede2efaee61b87c7c7cadf8fbba2eaed
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes272.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes272.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>99</xmin>
+            <ymin>152</ymin>
+            <xmax>320</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes273.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes273.xml
new file mode 100644
index 0000000000000000000000000000000000000000..36fcdab0db7126a6b717cadd2f9fb069b3777dfe
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes273.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes273.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>110</xmin>
+            <ymin>152</ymin>
+            <xmax>250</xmax>
+            <ymax>210</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes274.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes274.xml
new file mode 100644
index 0000000000000000000000000000000000000000..dbb91072b85a91fe92646cb7fc94f15b7b426e30
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes274.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes274.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>70</xmin>
+            <ymin>138</ymin>
+            <xmax>264</xmax>
+            <ymax>234</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>323</xmin>
+            <ymin>28</ymin>
+            <xmax>400</xmax>
+            <ymax>59</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>118</xmin>
+            <ymin>25</ymin>
+            <xmax>185</xmax>
+            <ymax>47</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes275.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes275.xml
new file mode 100644
index 0000000000000000000000000000000000000000..32a6cb931458b9af67b3d80b070825d4c12711c4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes275.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes275.png</filename>
+    <size>
+        <width>300</width>
+        <height>442</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>91</xmin>
+            <ymin>275</ymin>
+            <xmax>198</xmax>
+            <ymax>391</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes276.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes276.xml
new file mode 100644
index 0000000000000000000000000000000000000000..20b1c5a3c7a9307f79f3fbd19f3a2af618e5fd0f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes276.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes276.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>95</ymin>
+            <xmax>418</xmax>
+            <ymax>275</ymax>
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+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes277.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes277.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f22ee13fef3a7f417cb04a3fd9cfd45b48b072f0
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes277.xml
@@ -0,0 +1,232 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes277.png</filename>
+    <size>
+        <width>583</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>171</xmin>
+            <ymin>150</ymin>
+            <xmax>233</xmax>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>192</xmin>
+            <ymin>124</ymin>
+            <xmax>237</xmax>
+            <ymax>144</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
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+            <xmax>299</xmax>
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+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
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+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymax>125</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>271</xmin>
+            <ymin>233</ymin>
+            <xmax>333</xmax>
+            <ymax>275</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>479</xmin>
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+            <xmax>574</xmax>
+            <ymax>53</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>265</xmin>
+            <ymin>51</ymin>
+            <xmax>329</xmax>
+            <ymax>68</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>184</xmin>
+            <ymin>80</ymin>
+            <xmax>224</xmax>
+            <ymax>93</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>139</xmin>
+            <ymin>57</ymin>
+            <xmax>177</xmax>
+            <ymax>73</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>73</ymin>
+            <xmax>142</xmax>
+            <ymax>89</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>82</ymin>
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+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <xmax>165</xmax>
+            <ymax>128</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>94</ymin>
+            <xmax>218</xmax>
+            <ymax>107</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>421</xmin>
+            <ymin>68</ymin>
+            <xmax>455</xmax>
+            <ymax>81</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes278.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes278.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a9ac4efc6c79219c617669d086ecfb9b1bd12fad
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes278.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes278.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>148</xmin>
+            <ymin>171</ymin>
+            <xmax>270</xmax>
+            <ymax>269</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes279.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes279.xml
new file mode 100644
index 0000000000000000000000000000000000000000..adfa68f7fadc225883f6256e1ea84ddcb816b905
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes279.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes279.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>154</xmin>
+            <ymin>147</ymin>
+            <xmax>210</xmax>
+            <ymax>194</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes28.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes28.xml
new file mode 100644
index 0000000000000000000000000000000000000000..215f8e73308e18b112447f5e1f7ac34e1796dacc
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes28.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes28.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>126</xmin>
+            <ymin>140</ymin>
+            <xmax>272</xmax>
+            <ymax>200</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>118</xmin>
+            <ymin>202</ymin>
+            <xmax>283</xmax>
+            <ymax>254</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes280.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes280.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c2730ba830bc188930f9cf63464d0fe8748f3747
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes280.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes280.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>154</xmin>
+            <ymin>120</ymin>
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+            <ymax>199</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>179</ymin>
+            <xmax>279</xmax>
+            <ymax>338</ymax>
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+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes281.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes281.xml
new file mode 100644
index 0000000000000000000000000000000000000000..327d8e7d473e607ea4076a801ea09270029d4361
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes281.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes281.png</filename>
+    <size>
+        <width>460</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>234</xmin>
+            <ymin>55</ymin>
+            <xmax>283</xmax>
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+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <difficult>0</difficult>
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+            <ymax>163</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>71</xmin>
+            <ymin>155</ymin>
+            <xmax>345</xmax>
+            <ymax>260</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes282.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes282.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b29c439b40c6d65b01f51a6b44972d334988455a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes282.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes282.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>120</xmin>
+            <ymin>143</ymin>
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+            <ymax>268</ymax>
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+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes283.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes283.xml
new file mode 100644
index 0000000000000000000000000000000000000000..fdf435f0786a7b2716dfc3333f1121a78c9cc5ac
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes283.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes283.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>128</xmin>
+            <ymin>156</ymin>
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+            <ymax>229</ymax>
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+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes284.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes284.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b1da3aa724b3761401dd8c07ff6e78267563858b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes284.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes284.png</filename>
+    <size>
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+    <object>
+        <name>pothole</name>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
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+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
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+            <ymax>270</ymax>
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+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes285.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes285.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e6bf77b3baefbe18ab663e5860ae2154895ca58c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes285.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes285.png</filename>
+    <size>
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+    <object>
+        <name>pothole</name>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>150</xmin>
+            <ymin>113</ymin>
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+            <ymax>222</ymax>
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+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes286.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes286.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9b57cca5c9e5c4357c58b0ddcb477914953a60bd
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes286.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes286.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
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+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes287.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes287.xml
new file mode 100644
index 0000000000000000000000000000000000000000..63f0ad5bd407031ef7dcb1df288f08e32c15bb6e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes287.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes287.png</filename>
+    <size>
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+    <object>
+        <name>pothole</name>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>151</xmin>
+            <ymin>145</ymin>
+            <xmax>224</xmax>
+            <ymax>208</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes288.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes288.xml
new file mode 100644
index 0000000000000000000000000000000000000000..20541872767e17a37d5430d31b5fc4c3b540071b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes288.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes288.png</filename>
+    <size>
+        <width>481</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>70</xmin>
+            <ymin>93</ymin>
+            <xmax>340</xmax>
+            <ymax>141</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes289.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes289.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e97033e2a5b2d0a8ff624628dc1edf0109ff45d4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes289.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes289.png</filename>
+    <size>
+        <width>400</width>
+        <height>174</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>126</xmin>
+            <ymin>64</ymin>
+            <xmax>296</xmax>
+            <ymax>172</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes29.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes29.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3e2c14beb4d6be654f680c518976a98ab778ddc6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes29.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes29.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>155</xmin>
+            <ymin>147</ymin>
+            <xmax>262</xmax>
+            <ymax>227</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>93</xmin>
+            <ymin>224</ymin>
+            <xmax>179</xmax>
+            <ymax>278</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>113</xmin>
+            <ymin>32</ymin>
+            <xmax>154</xmax>
+            <ymax>47</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes290.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes290.xml
new file mode 100644
index 0000000000000000000000000000000000000000..df0069af8c26e9162c241bb235bfc59c6840f50f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes290.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes290.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>32</xmin>
+            <ymin>90</ymin>
+            <xmax>259</xmax>
+            <ymax>262</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes291.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes291.xml
new file mode 100644
index 0000000000000000000000000000000000000000..45e9fa133b2a99eb3f34a84fe00403730e7c97e9
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes291.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes291.png</filename>
+    <size>
+        <width>458</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>38</xmin>
+            <ymin>97</ymin>
+            <xmax>267</xmax>
+            <ymax>252</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes292.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes292.xml
new file mode 100644
index 0000000000000000000000000000000000000000..dad8352fabbdfd179ecd8f05d25070c9fc1ecc62
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes292.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes292.png</filename>
+    <size>
+        <width>459</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>52</xmin>
+            <ymin>77</ymin>
+            <xmax>180</xmax>
+            <ymax>141</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes293.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes293.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e9e809e6ab58b3b49b27b793043b8806101c5bb4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes293.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes293.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>143</xmin>
+            <ymin>96</ymin>
+            <xmax>305</xmax>
+            <ymax>186</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes294.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes294.xml
new file mode 100644
index 0000000000000000000000000000000000000000..fb861d87e5d3f79563273ca7a13ca32fddbb0681
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes294.xml
@@ -0,0 +1,245 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes294.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>125</xmin>
+            <ymin>200</ymin>
+            <xmax>214</xmax>
+            <ymax>232</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>237</xmin>
+            <ymin>237</ymin>
+            <xmax>289</xmax>
+            <ymax>273</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>208</xmin>
+            <ymin>183</ymin>
+            <xmax>254</xmax>
+            <ymax>202</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>200</xmin>
+            <ymin>164</ymin>
+            <xmax>237</xmax>
+            <ymax>179</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>154</xmin>
+            <ymin>176</ymin>
+            <xmax>192</xmax>
+            <ymax>191</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>151</xmin>
+            <ymin>148</ymin>
+            <xmax>185</xmax>
+            <ymax>158</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>215</xmin>
+            <ymin>139</ymin>
+            <xmax>280</xmax>
+            <ymax>151</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>271</xmin>
+            <ymin>150</ymin>
+            <xmax>310</xmax>
+            <ymax>162</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>194</xmin>
+            <ymin>127</ymin>
+            <xmax>229</xmax>
+            <ymax>135</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>185</ymin>
+            <xmax>63</xmax>
+            <ymax>211</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>33</xmin>
+            <ymin>169</ymin>
+            <xmax>73</xmax>
+            <ymax>182</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>50</xmin>
+            <ymin>155</ymin>
+            <xmax>95</xmax>
+            <ymax>170</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>85</xmin>
+            <ymin>138</ymin>
+            <xmax>112</xmax>
+            <ymax>145</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>111</xmin>
+            <ymin>128</ymin>
+            <xmax>139</xmax>
+            <ymax>135</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>86</xmin>
+            <ymin>115</ymin>
+            <xmax>129</xmax>
+            <ymax>124</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>139</xmin>
+            <ymin>102</ymin>
+            <xmax>180</xmax>
+            <ymax>110</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>130</xmin>
+            <ymin>110</ymin>
+            <xmax>156</xmax>
+            <ymax>116</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>194</xmin>
+            <ymin>114</ymin>
+            <xmax>217</xmax>
+            <ymax>120</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes295.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes295.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4aaa3ae334b94866702c3a07e2bc58d8088aba1d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes295.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes295.png</filename>
+    <size>
+        <width>510</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>168</xmin>
+            <ymin>92</ymin>
+            <xmax>482</xmax>
+            <ymax>201</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>159</xmin>
+            <ymin>202</ymin>
+            <xmax>313</xmax>
+            <ymax>247</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>260</ymin>
+            <xmax>148</xmax>
+            <ymax>299</ymax>
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+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes296.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes296.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e92d1ea06f012241ad67ed55dff842d8e1ff9335
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes296.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes296.png</filename>
+    <size>
+        <width>456</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>246</xmin>
+            <ymin>115</ymin>
+            <xmax>441</xmax>
+            <ymax>159</ymax>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>159</xmin>
+            <ymin>97</ymin>
+            <xmax>237</xmax>
+            <ymax>155</ymax>
+        </bndbox>
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+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes297.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes297.xml
new file mode 100644
index 0000000000000000000000000000000000000000..92a2795382079696fd5ceea204fe0e8e78f9a6e0
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes297.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes297.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
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+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>167</ymin>
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+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes298.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes298.xml
new file mode 100644
index 0000000000000000000000000000000000000000..da865e3e59f0b6f23a36d84cca8a700e5c0fe7d8
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes298.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes298.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>128</xmin>
+            <ymin>153</ymin>
+            <xmax>253</xmax>
+            <ymax>219</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes299.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes299.xml
new file mode 100644
index 0000000000000000000000000000000000000000..924aea81f8f754dba33107972b04445b05e70ca6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes299.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes299.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>127</xmin>
+            <ymin>169</ymin>
+            <xmax>219</xmax>
+            <ymax>240</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>221</xmin>
+            <ymin>177</ymin>
+            <xmax>308</xmax>
+            <ymax>229</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes3.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes3.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f2246ba6cd4a67d9fc458bc5f6641570c8960d10
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes3.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes3.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>106</xmin>
+            <ymin>98</ymin>
+            <xmax>199</xmax>
+            <ymax>175</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>157</xmin>
+            <ymin>212</ymin>
+            <xmax>249</xmax>
+            <ymax>289</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes30.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes30.xml
new file mode 100644
index 0000000000000000000000000000000000000000..539c15e67bcadbe80db77a222d637a5d531dca62
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes30.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes30.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>118</xmin>
+            <ymin>163</ymin>
+            <xmax>275</xmax>
+            <ymax>206</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>114</xmin>
+            <ymin>76</ymin>
+            <xmax>425</xmax>
+            <ymax>124</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes300.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes300.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ad0d5f8ddd2a0c059942f49ba77464a657ed36e7
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes300.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes300.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>138</xmin>
+            <ymin>159</ymin>
+            <xmax>195</xmax>
+            <ymax>208</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>183</xmin>
+            <ymin>210</ymin>
+            <xmax>238</xmax>
+            <ymax>240</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes301.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes301.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7a41060a64ce4be0e2369d50dec9eef9a0e85445
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes301.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes301.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>150</xmin>
+            <ymin>120</ymin>
+            <xmax>225</xmax>
+            <ymax>168</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>172</xmin>
+            <ymin>185</ymin>
+            <xmax>271</xmax>
+            <ymax>234</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>75</xmin>
+            <ymin>271</ymin>
+            <xmax>122</xmax>
+            <ymax>304</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>31</xmin>
+            <ymin>61</ymin>
+            <xmax>82</xmax>
+            <ymax>85</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>0</xmin>
+            <ymin>45</ymin>
+            <xmax>29</xmax>
+            <ymax>62</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes302.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes302.xml
new file mode 100644
index 0000000000000000000000000000000000000000..816205d75b5553dfc9760e251f94224ad273e74f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes302.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes302.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>148</xmin>
+            <ymin>140</ymin>
+            <xmax>254</xmax>
+            <ymax>269</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>0</xmin>
+            <ymin>100</ymin>
+            <xmax>25</xmax>
+            <ymax>134</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>130</xmin>
+            <ymin>63</ymin>
+            <xmax>157</xmax>
+            <ymax>88</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes303.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes303.xml
new file mode 100644
index 0000000000000000000000000000000000000000..bbaac2dee00c2f99d45a878b052547c3399a0e26
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes303.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes303.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>158</xmin>
+            <ymin>174</ymin>
+            <xmax>233</xmax>
+            <ymax>234</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>194</xmin>
+            <ymin>41</ymin>
+            <xmax>250</xmax>
+            <ymax>74</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes304.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes304.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b87ee1f72e1215718157e7fe776a8c19f72685df
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes304.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes304.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>78</xmin>
+            <ymin>110</ymin>
+            <xmax>285</xmax>
+            <ymax>208</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes305.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes305.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6a63a9d48cea862f3e28c248f2de3b16094ae2e4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes305.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes305.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>127</xmin>
+            <ymin>134</ymin>
+            <xmax>247</xmax>
+            <ymax>202</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes306.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes306.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5f09884a170d9915d94c06ab71528f9645316b6d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes306.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes306.png</filename>
+    <size>
+        <width>571</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>166</xmin>
+            <ymin>209</ymin>
+            <xmax>337</xmax>
+            <ymax>280</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes307.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes307.xml
new file mode 100644
index 0000000000000000000000000000000000000000..846d958406c577c2d004fbe7d350761e4103a4d8
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes307.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes307.png</filename>
+    <size>
+        <width>451</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>132</xmin>
+            <ymin>54</ymin>
+            <xmax>380</xmax>
+            <ymax>194</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes308.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes308.xml
new file mode 100644
index 0000000000000000000000000000000000000000..39e31724334befcd59fc41cbbdae77843f5719fb
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes308.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes308.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>147</xmin>
+            <ymin>164</ymin>
+            <xmax>225</xmax>
+            <ymax>208</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes309.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes309.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e5e10c689d44439e342b9d72628fda42c5c22bde
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes309.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes309.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>116</ymin>
+            <xmax>109</xmax>
+            <ymax>193</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>50</ymin>
+            <xmax>40</xmax>
+            <ymax>89</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>181</xmin>
+            <ymin>126</ymin>
+            <xmax>297</xmax>
+            <ymax>147</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>229</xmin>
+            <ymin>149</ymin>
+            <xmax>402</xmax>
+            <ymax>195</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes31.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes31.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6233c81ea707c0c3ca88ade289decf0f0a1d7f9a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes31.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes31.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>108</xmin>
+            <ymin>125</ymin>
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+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>152</ymin>
+            <xmax>204</xmax>
+            <ymax>198</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>168</xmin>
+            <ymin>198</ymin>
+            <xmax>195</xmax>
+            <ymax>220</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>206</xmin>
+            <ymin>210</ymin>
+            <xmax>334</xmax>
+            <ymax>269</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes310.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes310.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1bcc07acdb19552ecf166ca28519a9bc9e475854
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes310.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes310.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>217</xmin>
+            <ymin>27</ymin>
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+            <ymax>67</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>331</xmin>
+            <ymin>33</ymin>
+            <xmax>386</xmax>
+            <ymax>58</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>201</xmin>
+            <ymin>179</ymin>
+            <xmax>231</xmax>
+            <ymax>195</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>435</xmin>
+            <ymin>223</ymin>
+            <xmax>529</xmax>
+            <ymax>268</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>309</xmin>
+            <ymin>237</ymin>
+            <xmax>418</xmax>
+            <ymax>287</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes311.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes311.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f4ee58b098976356779e03209e31ead94cb345b4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes311.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes311.png</filename>
+    <size>
+        <width>536</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>66</xmin>
+            <ymin>188</ymin>
+            <xmax>389</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes312.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes312.xml
new file mode 100644
index 0000000000000000000000000000000000000000..cdb380aff48c7f682a13845c5796cf35f72aa0f2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes312.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes312.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>135</xmin>
+            <ymin>149</ymin>
+            <xmax>254</xmax>
+            <ymax>263</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes313.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes313.xml
new file mode 100644
index 0000000000000000000000000000000000000000..66bd6fd6b75168c0119b170955d322328d854d7e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes313.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes313.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>67</xmin>
+            <ymin>92</ymin>
+            <xmax>173</xmax>
+            <ymax>140</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>284</xmin>
+            <ymin>211</ymin>
+            <xmax>351</xmax>
+            <ymax>252</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>220</xmin>
+            <ymin>248</ymin>
+            <xmax>323</xmax>
+            <ymax>315</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes314.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes314.xml
new file mode 100644
index 0000000000000000000000000000000000000000..80160517da9a7963abf3c07f6e9c2d23fe8b688a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes314.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes314.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>148</xmin>
+            <ymin>166</ymin>
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+            <ymax>176</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>239</ymin>
+            <xmax>53</xmax>
+            <ymax>256</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>245</ymin>
+            <xmax>336</xmax>
+            <ymax>290</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>253</xmin>
+            <ymin>166</ymin>
+            <xmax>400</xmax>
+            <ymax>180</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>184</xmin>
+            <ymin>128</ymin>
+            <xmax>279</xmax>
+            <ymax>143</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes315.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes315.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8d841d02a792afb98051de9d3f0fb001048345bb
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes315.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes315.png</filename>
+    <size>
+        <width>400</width>
+        <height>140</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>102</xmin>
+            <ymin>100</ymin>
+            <xmax>251</xmax>
+            <ymax>139</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes316.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes316.xml
new file mode 100644
index 0000000000000000000000000000000000000000..78916861070f26fa73fdd140c37d8bab570cb189
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes316.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes316.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>105</xmin>
+            <ymin>152</ymin>
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+            <ymax>230</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>166</xmin>
+            <ymin>79</ymin>
+            <xmax>255</xmax>
+            <ymax>143</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes317.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes317.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b9b255838b7e47eea33f201089df2562510818df
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes317.xml
@@ -0,0 +1,141 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes317.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>237</xmin>
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+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>62</xmin>
+            <ymin>34</ymin>
+            <xmax>189</xmax>
+            <ymax>77</ymax>
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+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>184</xmin>
+            <ymin>85</ymin>
+            <xmax>277</xmax>
+            <ymax>126</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>295</xmin>
+            <ymin>123</ymin>
+            <xmax>402</xmax>
+            <ymax>163</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>203</ymin>
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+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>366</xmin>
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+            <ymax>55</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>439</xmin>
+            <ymin>53</ymin>
+            <xmax>533</xmax>
+            <ymax>87</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>320</xmin>
+            <ymin>1</ymin>
+            <xmax>408</xmax>
+            <ymax>19</ymax>
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+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes318.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes318.xml
new file mode 100644
index 0000000000000000000000000000000000000000..48cda4307d0f3da8a36ab92a84f8cc7aabc1baac
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes318.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes318.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
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+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+    <object>
+        <name>pothole</name>
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+        <difficult>0</difficult>
+        <bndbox>
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\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes319.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes319.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ec4e86aa87b241302ec51a41b759ab111c230650
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes319.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes319.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>139</xmin>
+            <ymin>179</ymin>
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+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes32.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes32.xml
new file mode 100644
index 0000000000000000000000000000000000000000..34a1a2e9f0a7e08da8340a69d7101726074b86c0
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes32.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes32.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
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+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>153</ymin>
+            <xmax>254</xmax>
+            <ymax>209</ymax>
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+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>229</xmin>
+            <ymin>41</ymin>
+            <xmax>251</xmax>
+            <ymax>50</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes320.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes320.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ce27337c05e553d072f3ce9e68c503cab2610318
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes320.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes320.png</filename>
+    <size>
+        <width>300</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>86</xmin>
+            <ymin>135</ymin>
+            <xmax>173</xmax>
+            <ymax>159</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>77</xmin>
+            <ymin>209</ymin>
+            <xmax>247</xmax>
+            <ymax>301</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>218</xmin>
+            <ymin>330</ymin>
+            <xmax>294</xmax>
+            <ymax>381</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes321.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes321.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1aae3f02631d4bb38830e7f837bff0bb921b01d2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes321.xml
@@ -0,0 +1,102 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes321.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>94</xmin>
+            <ymin>18</ymin>
+            <xmax>150</xmax>
+            <ymax>45</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>119</xmin>
+            <ymin>132</ymin>
+            <xmax>280</xmax>
+            <ymax>274</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>254</xmin>
+            <ymin>183</ymin>
+            <xmax>320</xmax>
+            <ymax>250</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>285</xmin>
+            <ymin>122</ymin>
+            <xmax>308</xmax>
+            <ymax>138</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>289</xmin>
+            <ymin>19</ymin>
+            <xmax>338</xmax>
+            <ymax>82</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>34</xmin>
+            <ymin>103</ymin>
+            <xmax>84</xmax>
+            <ymax>135</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>132</xmin>
+            <ymin>1</ymin>
+            <xmax>152</xmax>
+            <ymax>14</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes322.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes322.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0afcf53c2e61871fd59e6cc63c258fa273dc5596
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes322.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes322.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>164</xmin>
+            <ymin>150</ymin>
+            <xmax>237</xmax>
+            <ymax>189</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>223</xmin>
+            <ymin>132</ymin>
+            <xmax>250</xmax>
+            <ymax>151</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes323.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes323.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0473ef9d80a11478497072e191606a64ecfb22c9
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes323.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes323.png</filename>
+    <size>
+        <width>300</width>
+        <height>440</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>76</xmin>
+            <ymin>199</ymin>
+            <xmax>234</xmax>
+            <ymax>295</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>145</xmin>
+            <ymin>52</ymin>
+            <xmax>171</xmax>
+            <ymax>58</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes324.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes324.xml
new file mode 100644
index 0000000000000000000000000000000000000000..bcab33073ceac2b81c28ac778ce42f59fd6c3f71
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes324.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes324.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>87</xmin>
+            <ymin>84</ymin>
+            <xmax>280</xmax>
+            <ymax>331</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes325.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes325.xml
new file mode 100644
index 0000000000000000000000000000000000000000..93e95d757d9a4a65b8baefae1b8cdf75c9b74b58
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes325.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes325.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>74</xmin>
+            <ymin>39</ymin>
+            <xmax>307</xmax>
+            <ymax>272</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes326.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes326.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9f95b9dbc630a4426304fe4ecb00aec074c8c9da
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes326.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes326.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>105</xmin>
+            <ymin>61</ymin>
+            <xmax>350</xmax>
+            <ymax>270</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes327.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes327.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8344ef72ade41f4df06820efc6de00ad0247c534
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes327.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes327.png</filename>
+    <size>
+        <width>442</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>95</xmin>
+            <ymin>51</ymin>
+            <xmax>300</xmax>
+            <ymax>201</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes328.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes328.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3d5f48ad46b5bc44cbdf03dc8f0ef681add5dda8
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes328.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes328.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>93</xmin>
+            <ymin>41</ymin>
+            <xmax>516</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes329.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes329.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0e5bbd91c3598d086f30c692b574a3ea894a94f5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes329.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes329.png</filename>
+    <size>
+        <width>381</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>166</xmin>
+            <ymin>125</ymin>
+            <xmax>199</xmax>
+            <ymax>133</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>144</xmin>
+            <ymin>183</ymin>
+            <xmax>283</xmax>
+            <ymax>216</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>18</xmin>
+            <ymin>224</ymin>
+            <xmax>189</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>195</xmin>
+            <ymin>128</ymin>
+            <xmax>258</xmax>
+            <ymax>143</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes33.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes33.xml
new file mode 100644
index 0000000000000000000000000000000000000000..118d25d42774dc41f1a0193c493963f0c4044c23
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes33.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes33.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>205</xmin>
+            <ymin>215</ymin>
+            <xmax>283</xmax>
+            <ymax>267</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>23</xmin>
+            <ymin>148</ymin>
+            <xmax>215</xmax>
+            <ymax>212</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes330.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes330.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2080c2cfaf27ec1e06d2495e84073dd04966b031
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes330.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes330.png</filename>
+    <size>
+        <width>480</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>119</xmin>
+            <ymin>201</ymin>
+            <xmax>358</xmax>
+            <ymax>247</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>146</xmin>
+            <ymin>159</ymin>
+            <xmax>235</xmax>
+            <ymax>172</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>278</xmin>
+            <ymin>135</ymin>
+            <xmax>399</xmax>
+            <ymax>146</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>135</xmin>
+            <ymin>90</ymin>
+            <xmax>272</xmax>
+            <ymax>111</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>159</xmin>
+            <ymin>59</ymin>
+            <xmax>215</xmax>
+            <ymax>69</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes331.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes331.xml
new file mode 100644
index 0000000000000000000000000000000000000000..453f52f0bebddc4df3132cbca8668d00958a3067
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes331.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes331.png</filename>
+    <size>
+        <width>401</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>162</xmin>
+            <ymin>120</ymin>
+            <xmax>300</xmax>
+            <ymax>152</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes332.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes332.xml
new file mode 100644
index 0000000000000000000000000000000000000000..64e75035e38b1e9a36af2e4bf35a0f84f0500307
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes332.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes332.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>195</xmin>
+            <ymin>193</ymin>
+            <xmax>332</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>268</xmin>
+            <ymin>150</ymin>
+            <xmax>358</xmax>
+            <ymax>184</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>377</xmin>
+            <ymin>144</ymin>
+            <xmax>414</xmax>
+            <ymax>166</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes333.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes333.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4aa44a1acf3ddf00ca45b14b43b9a8f406aebf04
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes333.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes333.png</filename>
+    <size>
+        <width>455</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>266</xmin>
+            <ymin>109</ymin>
+            <xmax>323</xmax>
+            <ymax>138</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes334.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes334.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0944cf220dbe315461d8b6516b840c2c77e4db37
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes334.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes334.png</filename>
+    <size>
+        <width>451</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>179</ymin>
+            <xmax>26</xmax>
+            <ymax>195</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>161</ymin>
+            <xmax>55</xmax>
+            <ymax>173</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>74</xmin>
+            <ymin>167</ymin>
+            <xmax>112</xmax>
+            <ymax>179</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>102</xmin>
+            <ymin>194</ymin>
+            <xmax>225</xmax>
+            <ymax>235</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes335.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes335.xml
new file mode 100644
index 0000000000000000000000000000000000000000..09001b4ae23d9792f10f46c1178a3eae7fefb89d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes335.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes335.png</filename>
+    <size>
+        <width>600</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>21</xmin>
+            <ymin>118</ymin>
+            <xmax>138</xmax>
+            <ymax>158</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>129</xmin>
+            <ymin>54</ymin>
+            <xmax>466</xmax>
+            <ymax>233</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes336.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes336.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8efdaf521e7917236d6399206d41e5e2ba82d4da
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes336.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes336.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>166</xmin>
+            <ymin>114</ymin>
+            <xmax>341</xmax>
+            <ymax>169</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>418</xmin>
+            <ymin>160</ymin>
+            <xmax>484</xmax>
+            <ymax>184</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>134</xmin>
+            <ymin>104</ymin>
+            <xmax>166</xmax>
+            <ymax>115</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes337.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes337.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ce74dc6757f161d2ced616be390f6e8fca2e8df0
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes337.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes337.png</filename>
+    <size>
+        <width>465</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>106</ymin>
+            <xmax>465</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes338.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes338.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ced63cc28d88e3fcc9859a8dea261c02cfca16ed
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes338.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes338.png</filename>
+    <size>
+        <width>571</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>232</xmin>
+            <ymin>76</ymin>
+            <xmax>293</xmax>
+            <ymax>89</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>107</xmin>
+            <ymin>112</ymin>
+            <xmax>280</xmax>
+            <ymax>127</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>146</xmin>
+            <ymin>142</ymin>
+            <xmax>397</xmax>
+            <ymax>188</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>99</xmin>
+            <ymin>193</ymin>
+            <xmax>507</xmax>
+            <ymax>286</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes339.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes339.xml
new file mode 100644
index 0000000000000000000000000000000000000000..dadc8d76c5f0e73f8d0de12de81f8aa3a442f7a7
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes339.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes339.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>105</xmin>
+            <ymin>118</ymin>
+            <xmax>220</xmax>
+            <ymax>217</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>80</xmin>
+            <ymin>332</ymin>
+            <xmax>168</xmax>
+            <ymax>400</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes34.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes34.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5354fb31a76ac21955740431130894c85dc9ed1a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes34.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes34.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>160</xmin>
+            <ymin>130</ymin>
+            <xmax>245</xmax>
+            <ymax>204</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>62</xmin>
+            <ymin>100</ymin>
+            <xmax>144</xmax>
+            <ymax>192</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes340.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes340.xml
new file mode 100644
index 0000000000000000000000000000000000000000..80d62fa8fce47744d706b3e975abe1128d8ca2f9
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes340.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes340.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>151</xmin>
+            <ymin>213</ymin>
+            <xmax>208</xmax>
+            <ymax>262</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes341.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes341.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c8322cefa58517f276acbf76b2b2911925371d39
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes341.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes341.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>7</xmin>
+            <ymin>76</ymin>
+            <xmax>383</xmax>
+            <ymax>232</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes342.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes342.xml
new file mode 100644
index 0000000000000000000000000000000000000000..bbf53f0c7a369f093d8a3d427de6fca98700706d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes342.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes342.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>170</xmin>
+            <ymin>169</ymin>
+            <xmax>315</xmax>
+            <ymax>215</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes343.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes343.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2e0832ab65e7afcd760a53e8965a6daf01184db0
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes343.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes343.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>163</xmin>
+            <ymin>168</ymin>
+            <xmax>257</xmax>
+            <ymax>228</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>100</xmin>
+            <ymin>41</ymin>
+            <xmax>152</xmax>
+            <ymax>60</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>103</xmin>
+            <ymin>62</ymin>
+            <xmax>155</xmax>
+            <ymax>84</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes344.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes344.xml
new file mode 100644
index 0000000000000000000000000000000000000000..def4701ffc22f4c8fe070aaccec97811adfe8182
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes344.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes344.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>80</xmin>
+            <ymin>137</ymin>
+            <xmax>354</xmax>
+            <ymax>292</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>20</xmin>
+            <ymin>109</ymin>
+            <xmax>79</xmax>
+            <ymax>144</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes345.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes345.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f3cb5ee3be13759596105c4412b74e5e022b681e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes345.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes345.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>160</xmin>
+            <ymin>145</ymin>
+            <xmax>251</xmax>
+            <ymax>219</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>280</xmin>
+            <ymin>92</ymin>
+            <xmax>318</xmax>
+            <ymax>128</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>331</xmin>
+            <ymin>62</ymin>
+            <xmax>370</xmax>
+            <ymax>87</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>357</xmin>
+            <ymin>214</ymin>
+            <xmax>398</xmax>
+            <ymax>257</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes346.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes346.xml
new file mode 100644
index 0000000000000000000000000000000000000000..30842a4da6218df937133fcf1d8c9d732c386a72
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes346.xml
@@ -0,0 +1,128 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes346.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>229</xmin>
+            <ymin>185</ymin>
+            <xmax>333</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>333</xmin>
+            <ymin>159</ymin>
+            <xmax>451</xmax>
+            <ymax>235</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>482</xmin>
+            <ymin>226</ymin>
+            <xmax>520</xmax>
+            <ymax>254</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>303</xmin>
+            <ymin>90</ymin>
+            <xmax>371</xmax>
+            <ymax>119</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>234</xmin>
+            <ymin>83</ymin>
+            <xmax>286</xmax>
+            <ymax>104</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>189</xmin>
+            <ymin>103</ymin>
+            <xmax>335</xmax>
+            <ymax>163</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>320</xmin>
+            <ymin>132</ymin>
+            <xmax>356</xmax>
+            <ymax>149</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>289</xmin>
+            <ymin>143</ymin>
+            <xmax>316</xmax>
+            <ymax>156</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>37</xmin>
+            <ymin>115</ymin>
+            <xmax>203</xmax>
+            <ymax>254</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes347.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes347.xml
new file mode 100644
index 0000000000000000000000000000000000000000..20b7e4380b73b0a2bdaccbf4f0892c67b626d1f0
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes347.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes347.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>41</xmin>
+            <ymin>130</ymin>
+            <xmax>283</xmax>
+            <ymax>224</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes348.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes348.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e468546c735dbdc96fe88a7e38558e148fed7b7a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes348.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes348.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>145</xmin>
+            <ymin>153</ymin>
+            <xmax>250</xmax>
+            <ymax>221</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes349.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes349.xml
new file mode 100644
index 0000000000000000000000000000000000000000..73730f970e232f1b4c7bfe963ec40d2bc31531f2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes349.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes349.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>134</xmin>
+            <ymin>169</ymin>
+            <xmax>334</xmax>
+            <ymax>221</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes35.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes35.xml
new file mode 100644
index 0000000000000000000000000000000000000000..398a40478b9cacc33e7c14ea05583d7a17d3eb88
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes35.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes35.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>131</xmin>
+            <ymin>182</ymin>
+            <xmax>293</xmax>
+            <ymax>258</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>132</xmin>
+            <ymin>135</ymin>
+            <xmax>210</xmax>
+            <ymax>181</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes350.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes350.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1107dc1d9c307a88b0d2ddf6bab71834a51156cd
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes350.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes350.png</filename>
+    <size>
+        <width>449</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>181</xmin>
+            <ymin>160</ymin>
+            <xmax>353</xmax>
+            <ymax>227</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>153</xmin>
+            <ymin>118</ymin>
+            <xmax>282</xmax>
+            <ymax>159</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>119</xmin>
+            <ymin>72</ymin>
+            <xmax>171</xmax>
+            <ymax>97</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>121</xmin>
+            <ymin>48</ymin>
+            <xmax>163</xmax>
+            <ymax>59</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>126</xmin>
+            <ymin>37</ymin>
+            <xmax>160</xmax>
+            <ymax>46</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes351.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes351.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6011067a70f8463897bb99ff087a45eb38e551a7
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes351.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes351.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>143</xmin>
+            <ymin>144</ymin>
+            <xmax>254</xmax>
+            <ymax>237</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>89</xmin>
+            <ymin>155</ymin>
+            <xmax>137</xmax>
+            <ymax>252</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes352.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes352.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5866b5020f7a3ecbf699e9b51012a64bbf134369
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes352.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes352.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>154</ymin>
+            <xmax>533</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes353.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes353.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ed08d59d77298cf35c99c84d7eee1aefebcdf714
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes353.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes353.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>143</xmin>
+            <ymin>159</ymin>
+            <xmax>234</xmax>
+            <ymax>205</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>194</xmin>
+            <ymin>210</ymin>
+            <xmax>249</xmax>
+            <ymax>232</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>192</xmin>
+            <ymin>77</ymin>
+            <xmax>212</xmax>
+            <ymax>92</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes354.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes354.xml
new file mode 100644
index 0000000000000000000000000000000000000000..fa8f38807aaeb0ee8f7e8be27de9d7d57100df25
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes354.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes354.png</filename>
+    <size>
+        <width>300</width>
+        <height>444</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>5</xmin>
+            <ymin>138</ymin>
+            <xmax>164</xmax>
+            <ymax>239</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>22</xmin>
+            <ymin>17</ymin>
+            <xmax>65</xmax>
+            <ymax>33</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>20</xmin>
+            <ymin>1</ymin>
+            <xmax>59</xmax>
+            <ymax>8</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes355.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes355.xml
new file mode 100644
index 0000000000000000000000000000000000000000..cb2a9c632e99626e7aacd78446b7b692ca57e750
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes355.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes355.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>137</xmin>
+            <ymin>164</ymin>
+            <xmax>228</xmax>
+            <ymax>229</ymax>
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+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>200</xmin>
+            <ymin>124</ymin>
+            <xmax>258</xmax>
+            <ymax>173</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes356.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes356.xml
new file mode 100644
index 0000000000000000000000000000000000000000..21992c836a27f1491baa3e8c7da96914868f1c83
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes356.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes356.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>89</xmin>
+            <ymin>138</ymin>
+            <xmax>328</xmax>
+            <ymax>215</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>28</xmin>
+            <ymin>115</ymin>
+            <xmax>93</xmax>
+            <ymax>136</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes357.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes357.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7a3c30dec20f7566c77cb97ff46c3e847123d876
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes357.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes357.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>90</xmin>
+            <ymin>16</ymin>
+            <xmax>329</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes358.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes358.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5c929e3fc5f0a98c1b5c7ea31ec618d14315a972
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes358.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes358.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>119</xmin>
+            <ymin>162</ymin>
+            <xmax>321</xmax>
+            <ymax>291</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes359.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes359.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4229ecea4e9d15021b6d833af6d2652e690b25f8
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes359.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes359.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>168</xmin>
+            <ymin>162</ymin>
+            <xmax>245</xmax>
+            <ymax>232</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes36.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes36.xml
new file mode 100644
index 0000000000000000000000000000000000000000..40136154a3bf7f7bf8a7bfe990894efe34388f2e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes36.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes36.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>129</xmin>
+            <ymin>152</ymin>
+            <xmax>253</xmax>
+            <ymax>225</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes360.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes360.xml
new file mode 100644
index 0000000000000000000000000000000000000000..64a7dc771c6cda189066a2e7106ff66bb7ba2e28
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes360.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes360.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>147</xmin>
+            <ymin>161</ymin>
+            <xmax>267</xmax>
+            <ymax>232</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>216</xmin>
+            <ymin>21</ymin>
+            <xmax>277</xmax>
+            <ymax>47</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes361.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes361.xml
new file mode 100644
index 0000000000000000000000000000000000000000..503a362dec860118904169146ec21ea6ab94f2fe
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes361.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes361.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>144</xmin>
+            <ymin>155</ymin>
+            <xmax>252</xmax>
+            <ymax>256</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes362.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes362.xml
new file mode 100644
index 0000000000000000000000000000000000000000..93f92ed82b5c55ffab472af508f623d3e3538c95
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes362.xml
@@ -0,0 +1,115 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes362.png</filename>
+    <size>
+        <width>534</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>187</ymin>
+            <xmax>188</xmax>
+            <ymax>276</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>102</xmin>
+            <ymin>84</ymin>
+            <xmax>283</xmax>
+            <ymax>151</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>55</ymin>
+            <xmax>144</xmax>
+            <ymax>133</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>167</xmin>
+            <ymin>44</ymin>
+            <xmax>246</xmax>
+            <ymax>68</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>316</xmin>
+            <ymin>27</ymin>
+            <xmax>534</xmax>
+            <ymax>90</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>296</xmin>
+            <ymin>87</ymin>
+            <xmax>463</xmax>
+            <ymax>139</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>366</xmin>
+            <ymin>170</ymin>
+            <xmax>534</xmax>
+            <ymax>275</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>25</ymin>
+            <xmax>118</xmax>
+            <ymax>53</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes363.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes363.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3693f5aed34e845ef4929630e80dbd9c1b535d02
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes363.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes363.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>170</xmin>
+            <ymin>160</ymin>
+            <xmax>243</xmax>
+            <ymax>194</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes364.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes364.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5db4f8e1f819e44069f4c74b5baf9359b359fd4c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes364.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes364.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>199</xmin>
+            <ymin>170</ymin>
+            <xmax>299</xmax>
+            <ymax>222</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>123</xmin>
+            <ymin>183</ymin>
+            <xmax>182</xmax>
+            <ymax>229</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>179</xmin>
+            <ymin>232</ymin>
+            <xmax>280</xmax>
+            <ymax>307</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes365.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes365.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b417c223860c02630032c669bd1cad8ac67158c3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes365.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes365.png</filename>
+    <size>
+        <width>464</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>13</xmin>
+            <ymin>87</ymin>
+            <xmax>202</xmax>
+            <ymax>173</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes366.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes366.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8e5129b5c549eadcdbd1effebc1c102bd68de5e4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes366.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes366.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>50</xmin>
+            <ymin>40</ymin>
+            <xmax>95</xmax>
+            <ymax>64</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>74</ymin>
+            <xmax>30</xmax>
+            <ymax>101</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>93</xmin>
+            <ymin>78</ymin>
+            <xmax>290</xmax>
+            <ymax>232</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>331</xmin>
+            <ymin>138</ymin>
+            <xmax>372</xmax>
+            <ymax>158</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes367.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes367.xml
new file mode 100644
index 0000000000000000000000000000000000000000..76ec8b6904e2575da69bc275df30f08a5a1fe29f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes367.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes367.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>149</xmin>
+            <ymin>131</ymin>
+            <xmax>306</xmax>
+            <ymax>231</ymax>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>234</xmin>
+            <ymin>237</ymin>
+            <xmax>316</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>156</xmin>
+            <ymin>113</ymin>
+            <xmax>214</xmax>
+            <ymax>129</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes368.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes368.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b03034fbd34b522cb850943705e6b11068cc640e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes368.xml
@@ -0,0 +1,180 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes368.png</filename>
+    <size>
+        <width>366</width>
+        <height>300</height>
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+    <object>
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+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>188</xmin>
+            <ymin>214</ymin>
+            <xmax>283</xmax>
+            <ymax>275</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>135</ymin>
+            <xmax>278</xmax>
+            <ymax>162</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>244</xmin>
+            <ymin>110</ymin>
+            <xmax>310</xmax>
+            <ymax>125</ymax>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>259</xmin>
+            <ymin>89</ymin>
+            <xmax>304</xmax>
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+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>81</ymin>
+            <xmax>273</xmax>
+            <ymax>91</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>74</ymin>
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+            <ymax>82</ymax>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>62</ymin>
+            <xmax>273</xmax>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>139</xmin>
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+            <xmax>184</xmax>
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+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>91</ymin>
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+        </bndbox>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>94</ymin>
+            <xmax>159</xmax>
+            <ymax>104</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>112</xmin>
+            <ymin>107</ymin>
+            <xmax>135</xmax>
+            <ymax>116</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>6</xmin>
+            <ymin>212</ymin>
+            <xmax>51</xmax>
+            <ymax>242</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes369.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes369.xml
new file mode 100644
index 0000000000000000000000000000000000000000..06115a54ebc6ed0a7e0a0e3af17ee3edba05032a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes369.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes369.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>165</xmin>
+            <ymin>124</ymin>
+            <xmax>193</xmax>
+            <ymax>135</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>66</xmin>
+            <ymin>105</ymin>
+            <xmax>90</xmax>
+            <ymax>113</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>213</xmin>
+            <ymin>162</ymin>
+            <xmax>367</xmax>
+            <ymax>207</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes37.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes37.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4eeda100db7c63b2bfd99adee40d9b434cdb1d93
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes37.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes37.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>153</xmin>
+            <ymin>93</ymin>
+            <xmax>398</xmax>
+            <ymax>214</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>0</xmin>
+            <ymin>229</ymin>
+            <xmax>182</xmax>
+            <ymax>338</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes370.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes370.xml
new file mode 100644
index 0000000000000000000000000000000000000000..805920d3f3102fe4d2cf20fa10d9b7d12b30777c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes370.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes370.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>36</xmin>
+            <ymin>187</ymin>
+            <xmax>143</xmax>
+            <ymax>217</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>120</xmin>
+            <ymin>171</ymin>
+            <xmax>154</xmax>
+            <ymax>178</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>164</xmin>
+            <ymin>165</ymin>
+            <xmax>233</xmax>
+            <ymax>175</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>378</xmin>
+            <ymin>181</ymin>
+            <xmax>533</xmax>
+            <ymax>220</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>44</xmin>
+            <ymin>227</ymin>
+            <xmax>210</xmax>
+            <ymax>294</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes371.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes371.xml
new file mode 100644
index 0000000000000000000000000000000000000000..50b5f82ae029904180c6939b7fc21b8433ca6858
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes371.xml
@@ -0,0 +1,89 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes371.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>92</xmin>
+            <ymin>128</ymin>
+            <xmax>135</xmax>
+            <ymax>149</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>155</xmin>
+            <ymin>74</ymin>
+            <xmax>252</xmax>
+            <ymax>115</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>325</xmin>
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+            <xmax>375</xmax>
+            <ymax>74</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>306</xmin>
+            <ymin>78</ymin>
+            <xmax>353</xmax>
+            <ymax>103</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>335</xmin>
+            <ymin>114</ymin>
+            <xmax>375</xmax>
+            <ymax>136</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>422</xmin>
+            <ymin>192</ymin>
+            <xmax>531</xmax>
+            <ymax>273</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes372.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes372.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9229c48f5a3f71b7193deef7a8673b36ed86d32d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes372.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes372.png</filename>
+    <size>
+        <width>300</width>
+        <height>369</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>71</xmin>
+            <ymin>136</ymin>
+            <xmax>236</xmax>
+            <ymax>212</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes373.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes373.xml
new file mode 100644
index 0000000000000000000000000000000000000000..183212f3013bbce1bfe38ba795a7b40b88e74b71
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes373.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes373.png</filename>
+    <size>
+        <width>489</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>127</xmin>
+            <ymin>195</ymin>
+            <xmax>412</xmax>
+            <ymax>285</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes374.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes374.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6c7c8d5d7a26d67f6de66af9af630ba421b34643
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes374.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes374.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>163</xmin>
+            <ymin>129</ymin>
+            <xmax>272</xmax>
+            <ymax>197</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes375.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes375.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0411ae60214e8b62b24dd52b03bdf189703c17b4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes375.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes375.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>210</xmin>
+            <ymin>148</ymin>
+            <xmax>397</xmax>
+            <ymax>280</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes376.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes376.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2981e272b516e6b0605bcfb8a6ca208195836ba2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes376.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes376.png</filename>
+    <size>
+        <width>300</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>182</ymin>
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+            <ymax>386</ymax>
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+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>79</xmin>
+            <ymin>29</ymin>
+            <xmax>216</xmax>
+            <ymax>92</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes377.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes377.xml
new file mode 100644
index 0000000000000000000000000000000000000000..46a3d146ed5ad70be5da1839ab21744deb5a4494
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes377.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes377.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>107</xmin>
+            <ymin>144</ymin>
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+            <ymax>205</ymax>
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+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes378.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes378.xml
new file mode 100644
index 0000000000000000000000000000000000000000..45e758b9cbe0ad1f517fd23740c84ee8a2d40a4f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes378.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes378.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>22</xmin>
+            <ymin>187</ymin>
+            <xmax>384</xmax>
+            <ymax>262</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes379.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes379.xml
new file mode 100644
index 0000000000000000000000000000000000000000..224e870a76675d917f6a9903f4dd1a4cdef3ad6f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes379.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes379.png</filename>
+    <size>
+        <width>544</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>136</xmin>
+            <ymin>59</ymin>
+            <xmax>544</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes38.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes38.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3ec93b14d3fb3977898b95063099f2ce31b4d7f3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes38.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes38.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>204</xmin>
+            <ymin>212</ymin>
+            <xmax>260</xmax>
+            <ymax>252</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>312</xmin>
+            <ymin>38</ymin>
+            <xmax>385</xmax>
+            <ymax>71</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes380.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes380.xml
new file mode 100644
index 0000000000000000000000000000000000000000..74c87902a6b91b7eb757b7f65cba76b672024c0c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes380.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes380.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>126</xmin>
+            <ymin>158</ymin>
+            <xmax>257</xmax>
+            <ymax>232</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>267</xmin>
+            <ymin>82</ymin>
+            <xmax>312</xmax>
+            <ymax>118</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>0</xmin>
+            <ymin>117</ymin>
+            <xmax>27</xmax>
+            <ymax>131</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes381.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes381.xml
new file mode 100644
index 0000000000000000000000000000000000000000..29086bf9d2004507bedf867a698b8174eeb397ef
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes381.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes381.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>66</xmin>
+            <ymin>131</ymin>
+            <xmax>303</xmax>
+            <ymax>242</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes382.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes382.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ecf7fef84a95290348d7e0012272296690db7d3c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes382.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes382.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>238</xmin>
+            <ymin>179</ymin>
+            <xmax>381</xmax>
+            <ymax>221</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>270</xmin>
+            <ymin>169</ymin>
+            <xmax>290</xmax>
+            <ymax>177</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>43</xmin>
+            <ymin>43</ymin>
+            <xmax>80</xmax>
+            <ymax>52</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes383.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes383.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b0f73704eca870ce3923f122e25dc3fac5c23572
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes383.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes383.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>54</xmin>
+            <ymin>124</ymin>
+            <xmax>325</xmax>
+            <ymax>242</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>0</xmin>
+            <ymin>109</ymin>
+            <xmax>25</xmax>
+            <ymax>132</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes384.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes384.xml
new file mode 100644
index 0000000000000000000000000000000000000000..79d967daabbe9f76e7f160b4914e7ef4e9378c4d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes384.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes384.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>69</xmin>
+            <ymin>174</ymin>
+            <xmax>232</xmax>
+            <ymax>282</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>290</xmin>
+            <ymin>133</ymin>
+            <xmax>375</xmax>
+            <ymax>199</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes385.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes385.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a125c972d5ad33627adc3bc02e3529d9faf0ae54
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes385.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes385.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>109</xmin>
+            <ymin>173</ymin>
+            <xmax>215</xmax>
+            <ymax>250</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>213</xmin>
+            <ymin>152</ymin>
+            <xmax>277</xmax>
+            <ymax>218</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes386.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes386.xml
new file mode 100644
index 0000000000000000000000000000000000000000..effde2971e5dfbebcdf4d09ad1465c863b3b1409
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes386.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes386.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>227</xmin>
+            <ymin>78</ymin>
+            <xmax>277</xmax>
+            <ymax>140</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>117</xmin>
+            <ymin>215</ymin>
+            <xmax>168</xmax>
+            <ymax>282</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes387.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes387.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4292a512c26650d7878e73bb3f6c233d16d69612
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes387.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes387.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>50</ymin>
+            <xmax>531</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes388.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes388.xml
new file mode 100644
index 0000000000000000000000000000000000000000..93822d7dd5add93713b32a9440fffc8f5cc959be
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes388.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes388.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>72</xmin>
+            <ymin>153</ymin>
+            <xmax>344</xmax>
+            <ymax>268</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes389.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes389.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2d81194d00b4c5017a81586933c0c76e64268062
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes389.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes389.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>134</xmin>
+            <ymin>171</ymin>
+            <xmax>259</xmax>
+            <ymax>274</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>322</xmin>
+            <ymin>190</ymin>
+            <xmax>400</xmax>
+            <ymax>253</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes39.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes39.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e817104bfba32acac643609b7326097ece138253
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes39.xml
@@ -0,0 +1,193 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes39.png</filename>
+    <size>
+        <width>480</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>37</xmin>
+            <ymin>154</ymin>
+            <xmax>235</xmax>
+            <ymax>234</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>104</xmin>
+            <ymin>120</ymin>
+            <xmax>141</xmax>
+            <ymax>132</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>35</xmin>
+            <ymin>241</ymin>
+            <xmax>96</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>274</xmin>
+            <ymin>194</ymin>
+            <xmax>342</xmax>
+            <ymax>237</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>313</xmin>
+            <ymin>242</ymin>
+            <xmax>354</xmax>
+            <ymax>283</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>361</xmin>
+            <ymin>227</ymin>
+            <xmax>419</xmax>
+            <ymax>270</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>359</xmin>
+            <ymin>182</ymin>
+            <xmax>437</xmax>
+            <ymax>218</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>366</xmin>
+            <ymin>146</ymin>
+            <xmax>479</xmax>
+            <ymax>189</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>126</ymin>
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+            <ymax>150</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>339</xmin>
+            <ymin>110</ymin>
+            <xmax>402</xmax>
+            <ymax>131</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>254</xmin>
+            <ymin>141</ymin>
+            <xmax>324</xmax>
+            <ymax>185</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>214</xmin>
+            <ymin>117</ymin>
+            <xmax>248</xmax>
+            <ymax>138</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>432</xmin>
+            <ymin>219</ymin>
+            <xmax>480</xmax>
+            <ymax>259</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>222</xmin>
+            <ymin>204</ymin>
+            <xmax>253</xmax>
+            <ymax>237</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes390.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes390.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ece96b3ca209e07893f747691a76853f05cd2c4a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes390.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes390.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>39</xmin>
+            <ymin>179</ymin>
+            <xmax>198</xmax>
+            <ymax>230</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>231</xmin>
+            <ymin>217</ymin>
+            <xmax>259</xmax>
+            <ymax>228</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>269</xmin>
+            <ymin>245</ymin>
+            <xmax>402</xmax>
+            <ymax>278</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes391.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes391.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8c1dff4a98913b0f3a6380e8553ed38ca78a11f5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes391.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes391.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>161</xmin>
+            <ymin>135</ymin>
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+            <ymax>185</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>298</xmin>
+            <ymin>82</ymin>
+            <xmax>345</xmax>
+            <ymax>98</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>102</xmin>
+            <ymin>109</ymin>
+            <xmax>161</xmax>
+            <ymax>129</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>52</xmin>
+            <ymin>215</ymin>
+            <xmax>124</xmax>
+            <ymax>245</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes392.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes392.xml
new file mode 100644
index 0000000000000000000000000000000000000000..86ec79da1a845f6e4eb2652ad83fabe618146837
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes392.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes392.png</filename>
+    <size>
+        <width>401</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>15</xmin>
+            <ymin>90</ymin>
+            <xmax>353</xmax>
+            <ymax>282</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes393.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes393.xml
new file mode 100644
index 0000000000000000000000000000000000000000..db0255b813ea8f45dad25266548e4151d131194b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes393.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes393.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>120</xmin>
+            <ymin>150</ymin>
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+            <ymax>235</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>245</xmin>
+            <ymin>125</ymin>
+            <xmax>276</xmax>
+            <ymax>153</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>58</xmin>
+            <ymin>63</ymin>
+            <xmax>118</xmax>
+            <ymax>89</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes394.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes394.xml
new file mode 100644
index 0000000000000000000000000000000000000000..43444bb80491c66039f2269aeb98b62420c4654c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes394.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes394.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>271</xmin>
+            <ymin>122</ymin>
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+            <ymax>141</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>288</xmin>
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+            <xmax>321</xmax>
+            <ymax>126</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>245</xmin>
+            <ymin>96</ymin>
+            <xmax>287</xmax>
+            <ymax>110</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>183</xmin>
+            <ymin>142</ymin>
+            <xmax>333</xmax>
+            <ymax>189</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>89</xmin>
+            <ymin>201</ymin>
+            <xmax>407</xmax>
+            <ymax>298</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes395.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes395.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4615e50137496a777d8ee49d04301aadc65d9fb8
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes395.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes395.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>144</xmin>
+            <ymin>109</ymin>
+            <xmax>275</xmax>
+            <ymax>231</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes396.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes396.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2b15ced0c1d93e3811ca024ff4e2d4140d11c146
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes396.xml
@@ -0,0 +1,141 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes396.png</filename>
+    <size>
+        <width>407</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>105</xmin>
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+            <xmax>224</xmax>
+            <ymax>184</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>94</xmin>
+            <ymin>122</ymin>
+            <xmax>152</xmax>
+            <ymax>152</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>146</ymin>
+            <xmax>77</xmax>
+            <ymax>158</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>33</xmin>
+            <ymin>170</ymin>
+            <xmax>139</xmax>
+            <ymax>220</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>75</xmin>
+            <ymin>219</ymin>
+            <xmax>272</xmax>
+            <ymax>254</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <xmax>407</xmax>
+            <ymax>252</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>325</xmin>
+            <ymin>268</ymin>
+            <xmax>365</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>356</xmin>
+            <ymin>144</ymin>
+            <xmax>401</xmax>
+            <ymax>154</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>300</xmin>
+            <ymin>154</ymin>
+            <xmax>372</xmax>
+            <ymax>188</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>257</xmin>
+            <ymin>139</ymin>
+            <xmax>346</xmax>
+            <ymax>154</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes397.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes397.xml
new file mode 100644
index 0000000000000000000000000000000000000000..47dc118b906f170668a0db1fe28f5cd2e20c36a3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes397.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes397.png</filename>
+    <size>
+        <width>400</width>
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+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>157</xmin>
+            <ymin>135</ymin>
+            <xmax>254</xmax>
+            <ymax>254</ymax>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>185</xmin>
+            <ymin>16</ymin>
+            <xmax>204</xmax>
+            <ymax>32</ymax>
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+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>215</xmin>
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+            <ymax>24</ymax>
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+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes398.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes398.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8e28212e085969c431853a22764639ca5578d91d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes398.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes398.png</filename>
+    <size>
+        <width>400</width>
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+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>150</ymin>
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+            <ymax>230</ymax>
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+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes399.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes399.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7c5d9ea2091b8447456cc94843e47091b69ed27d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes399.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes399.png</filename>
+    <size>
+        <width>517</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>201</xmin>
+            <ymin>196</ymin>
+            <xmax>336</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>228</xmin>
+            <ymin>150</ymin>
+            <xmax>306</xmax>
+            <ymax>176</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes4.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes4.xml
new file mode 100644
index 0000000000000000000000000000000000000000..fa93fb2d7e997e4419c3a64943e937661fde5b67
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes4.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes4.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>164</xmin>
+            <ymin>110</ymin>
+            <xmax>197</xmax>
+            <ymax>128</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>185</xmin>
+            <ymin>259</ymin>
+            <xmax>228</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes40.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes40.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d895221f991697c906afc0b1e30b3ac6b85cd99c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes40.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes40.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>130</xmin>
+            <ymin>146</ymin>
+            <xmax>296</xmax>
+            <ymax>244</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes400.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes400.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7b3fef38880d2f1d10a040ae1309fa84db30fc4f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes400.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes400.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>89</xmin>
+            <ymin>160</ymin>
+            <xmax>220</xmax>
+            <ymax>241</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>150</xmin>
+            <ymin>84</ymin>
+            <xmax>278</xmax>
+            <ymax>122</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>273</xmin>
+            <ymin>15</ymin>
+            <xmax>330</xmax>
+            <ymax>37</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>344</xmin>
+            <ymin>7</ymin>
+            <xmax>385</xmax>
+            <ymax>22</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes401.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes401.xml
new file mode 100644
index 0000000000000000000000000000000000000000..243b747e3724d67052caef9ece0f18414cb1cb4d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes401.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes401.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>162</xmin>
+            <ymin>145</ymin>
+            <xmax>223</xmax>
+            <ymax>217</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes402.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes402.xml
new file mode 100644
index 0000000000000000000000000000000000000000..970aaefe72a150ea75a6e52ecdae5b804717c8b4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes402.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes402.png</filename>
+    <size>
+        <width>435</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>206</xmin>
+            <ymin>193</ymin>
+            <xmax>269</xmax>
+            <ymax>218</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>139</xmin>
+            <ymin>212</ymin>
+            <xmax>214</xmax>
+            <ymax>258</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes403.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes403.xml
new file mode 100644
index 0000000000000000000000000000000000000000..20fe3bb8d62d4a5f5c95f0854a176b2fea3e5d4d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes403.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes403.png</filename>
+    <size>
+        <width>300</width>
+        <height>399</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>101</xmin>
+            <ymin>28</ymin>
+            <xmax>244</xmax>
+            <ymax>64</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>104</xmin>
+            <ymin>83</ymin>
+            <xmax>196</xmax>
+            <ymax>138</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>29</xmin>
+            <ymin>163</ymin>
+            <xmax>248</xmax>
+            <ymax>361</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes404.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes404.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8f690869c875d8083f86c8c3744a417d7d5a655d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes404.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes404.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>145</xmin>
+            <ymin>160</ymin>
+            <xmax>265</xmax>
+            <ymax>239</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes405.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes405.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f53ff8f8b0593e86c0a0c8c0e8fbd5e7e1eaec4c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes405.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes405.png</filename>
+    <size>
+        <width>480</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>145</xmin>
+            <ymin>236</ymin>
+            <xmax>348</xmax>
+            <ymax>298</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>313</xmin>
+            <ymin>181</ymin>
+            <xmax>463</xmax>
+            <ymax>252</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes406.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes406.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ad5a092c04d6780f7eaa8b2f7c08aee46317716e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes406.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes406.png</filename>
+    <size>
+        <width>534</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>145</xmin>
+            <ymin>173</ymin>
+            <xmax>532</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes407.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes407.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f3bca70c3b90c64557445ae24e46501be011aaaa
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes407.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes407.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>190</xmin>
+            <ymin>151</ymin>
+            <xmax>283</xmax>
+            <ymax>201</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes408.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes408.xml
new file mode 100644
index 0000000000000000000000000000000000000000..00c4137fc60f70de1f0a272f6c4faf94dc463fa4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes408.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes408.png</filename>
+    <size>
+        <width>400</width>
+        <height>199</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>36</xmin>
+            <ymin>64</ymin>
+            <xmax>300</xmax>
+            <ymax>199</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes409.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes409.xml
new file mode 100644
index 0000000000000000000000000000000000000000..85ea5bb4e93760f1ab5e25b69e556ec8aa6c84a2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes409.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes409.png</filename>
+    <size>
+        <width>536</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>104</xmin>
+            <ymin>39</ymin>
+            <xmax>260</xmax>
+            <ymax>99</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>403</xmin>
+            <ymin>21</ymin>
+            <xmax>470</xmax>
+            <ymax>46</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>446</xmin>
+            <ymin>46</ymin>
+            <xmax>504</xmax>
+            <ymax>63</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>190</xmin>
+            <ymin>141</ymin>
+            <xmax>476</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes41.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes41.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7ab4228de82df9ab37880e43199186149d5a63a3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes41.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes41.png</filename>
+    <size>
+        <width>491</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>241</xmin>
+            <ymin>143</ymin>
+            <xmax>428</xmax>
+            <ymax>245</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes410.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes410.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4a95c9b8cbb073e305dc8c1241ee3cdc0bc12524
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes410.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes410.png</filename>
+    <size>
+        <width>400</width>
+        <height>175</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>20</xmin>
+            <ymin>60</ymin>
+            <xmax>374</xmax>
+            <ymax>134</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>161</xmin>
+            <ymin>14</ymin>
+            <xmax>210</xmax>
+            <ymax>34</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes411.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes411.xml
new file mode 100644
index 0000000000000000000000000000000000000000..52f12bcad686d352faf019a366e632c94a63a496
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes411.xml
@@ -0,0 +1,115 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes411.png</filename>
+    <size>
+        <width>396</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>188</xmin>
+            <ymin>106</ymin>
+            <xmax>223</xmax>
+            <ymax>116</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>182</xmin>
+            <ymin>95</ymin>
+            <xmax>206</xmax>
+            <ymax>105</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>161</xmin>
+            <ymin>89</ymin>
+            <xmax>182</xmax>
+            <ymax>95</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>171</xmin>
+            <ymin>134</ymin>
+            <xmax>205</xmax>
+            <ymax>142</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>178</xmin>
+            <ymin>144</ymin>
+            <xmax>244</xmax>
+            <ymax>163</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>188</xmin>
+            <ymin>174</ymin>
+            <xmax>315</xmax>
+            <ymax>218</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>168</xmin>
+            <ymin>242</ymin>
+            <xmax>214</xmax>
+            <ymax>266</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>240</xmin>
+            <ymin>261</ymin>
+            <xmax>305</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes412.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes412.xml
new file mode 100644
index 0000000000000000000000000000000000000000..298055e49f8148d0080d38b1cc7445c1af5478fb
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes412.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes412.png</filename>
+    <size>
+        <width>300</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>112</ymin>
+            <xmax>254</xmax>
+            <ymax>252</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes413.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes413.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a312a31a22fd8fd4090cb830082268dbd2a6b6d9
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes413.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes413.png</filename>
+    <size>
+        <width>534</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>42</xmin>
+            <ymin>116</ymin>
+            <xmax>300</xmax>
+            <ymax>266</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes414.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes414.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6cdbc09d2e4e832ae29e756b3571b50a8c428253
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes414.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes414.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>110</xmin>
+            <ymin>178</ymin>
+            <xmax>300</xmax>
+            <ymax>297</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes415.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes415.xml
new file mode 100644
index 0000000000000000000000000000000000000000..04f9eb9a93a0093b86980575a3791b1acc851a5c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes415.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes415.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>270</xmin>
+            <ymin>86</ymin>
+            <xmax>377</xmax>
+            <ymax>141</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>220</xmin>
+            <ymin>33</ymin>
+            <xmax>286</xmax>
+            <ymax>63</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>292</xmin>
+            <ymin>32</ymin>
+            <xmax>333</xmax>
+            <ymax>47</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>83</ymin>
+            <xmax>133</xmax>
+            <ymax>140</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>340</xmin>
+            <ymin>34</ymin>
+            <xmax>396</xmax>
+            <ymax>66</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes416.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes416.xml
new file mode 100644
index 0000000000000000000000000000000000000000..eb494555b90bd728efc8e7fff1394de57da2f467
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes416.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes416.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>58</ymin>
+            <xmax>529</xmax>
+            <ymax>207</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes417.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes417.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e23c1e15cc7aa6acd6646d3d72ad3758e71cf27f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes417.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes417.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>78</xmin>
+            <ymin>100</ymin>
+            <xmax>150</xmax>
+            <ymax>110</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>202</xmin>
+            <ymin>91</ymin>
+            <xmax>233</xmax>
+            <ymax>102</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>178</xmin>
+            <ymin>116</ymin>
+            <xmax>321</xmax>
+            <ymax>168</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>298</xmin>
+            <ymin>113</ymin>
+            <xmax>378</xmax>
+            <ymax>141</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>13</xmin>
+            <ymin>180</ymin>
+            <xmax>370</xmax>
+            <ymax>298</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes418.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes418.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e2c9558930e7dbbf1fc2dce70489e74cf6138bc3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes418.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes418.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>243</xmin>
+            <ymin>123</ymin>
+            <xmax>366</xmax>
+            <ymax>159</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>36</xmin>
+            <ymin>119</ymin>
+            <xmax>193</xmax>
+            <ymax>139</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>149</ymin>
+            <xmax>100</xmax>
+            <ymax>177</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>175</ymin>
+            <xmax>468</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes419.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes419.xml
new file mode 100644
index 0000000000000000000000000000000000000000..635c5d524c85508158c73b765666b4eff39db402
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes419.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes419.png</filename>
+    <size>
+        <width>451</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>171</xmin>
+            <ymin>227</ymin>
+            <xmax>384</xmax>
+            <ymax>289</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes42.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes42.xml
new file mode 100644
index 0000000000000000000000000000000000000000..21fa272bc2a6b40996cff0da0cb54d1e34d3b403
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes42.xml
@@ -0,0 +1,128 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes42.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>176</xmin>
+            <ymin>38</ymin>
+            <xmax>212</xmax>
+            <ymax>52</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>190</xmin>
+            <ymin>5</ymin>
+            <xmax>247</xmax>
+            <ymax>25</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>279</xmin>
+            <ymin>1</ymin>
+            <xmax>400</xmax>
+            <ymax>161</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>20</xmin>
+            <ymin>87</ymin>
+            <xmax>298</xmax>
+            <ymax>191</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>61</xmin>
+            <ymin>201</ymin>
+            <xmax>179</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>2</xmin>
+            <ymin>231</ymin>
+            <xmax>44</xmax>
+            <ymax>255</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>163</xmin>
+            <ymin>57</ymin>
+            <xmax>191</xmax>
+            <ymax>76</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>124</xmin>
+            <ymin>70</ymin>
+            <xmax>160</xmax>
+            <ymax>87</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>339</xmin>
+            <ymin>163</ymin>
+            <xmax>400</xmax>
+            <ymax>193</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes420.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes420.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a31afbff103a082e49d425a595ac137cb2f754c6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes420.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes420.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>255</xmin>
+            <ymin>149</ymin>
+            <xmax>357</xmax>
+            <ymax>243</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes421.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes421.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3e865a93d29b8828acf0b9f86423fb5fce7722d3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes421.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes421.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>167</xmin>
+            <ymin>155</ymin>
+            <xmax>257</xmax>
+            <ymax>234</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes422.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes422.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3b2204f122bada12c097df45186a5c9a148c11bd
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes422.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes422.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>128</xmin>
+            <ymin>118</ymin>
+            <xmax>306</xmax>
+            <ymax>214</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes423.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes423.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e760e79ad728ca8814ebeec2bf7a0f75dc0e78ec
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes423.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes423.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>155</xmin>
+            <ymin>208</ymin>
+            <xmax>298</xmax>
+            <ymax>355</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes424.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes424.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4ddb518bdea41b71e6bcd5909e5fff09d6f1822f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes424.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes424.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>157</xmin>
+            <ymin>174</ymin>
+            <xmax>233</xmax>
+            <ymax>205</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes425.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes425.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c1fb857c8ff19a6d11bebebcd2d221ed82ea2006
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes425.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes425.png</filename>
+    <size>
+        <width>451</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>272</xmin>
+            <ymin>104</ymin>
+            <xmax>330</xmax>
+            <ymax>129</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>172</xmin>
+            <ymin>121</ymin>
+            <xmax>232</xmax>
+            <ymax>137</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>171</ymin>
+            <xmax>413</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes426.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes426.xml
new file mode 100644
index 0000000000000000000000000000000000000000..de32f449b4fe6652473a8d226c1e594ff11596b7
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes426.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes426.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>158</xmin>
+            <ymin>180</ymin>
+            <xmax>318</xmax>
+            <ymax>233</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes427.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes427.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b4383d1f57ab3db8b0af9661d76d683545fee052
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes427.xml
@@ -0,0 +1,102 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes427.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>115</xmin>
+            <ymin>60</ymin>
+            <xmax>169</xmax>
+            <ymax>93</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>199</xmin>
+            <ymin>112</ymin>
+            <xmax>290</xmax>
+            <ymax>173</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>275</xmin>
+            <ymin>118</ymin>
+            <xmax>358</xmax>
+            <ymax>163</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>186</xmin>
+            <ymin>155</ymin>
+            <xmax>224</xmax>
+            <ymax>175</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>123</xmin>
+            <ymin>178</ymin>
+            <xmax>218</xmax>
+            <ymax>268</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>219</xmin>
+            <ymin>192</ymin>
+            <xmax>293</xmax>
+            <ymax>235</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>234</xmin>
+            <ymin>301</ymin>
+            <xmax>289</xmax>
+            <ymax>380</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes428.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes428.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3c09ede6a853307566b5a10ec8264752b59a025f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes428.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes428.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>155</xmin>
+            <ymin>180</ymin>
+            <xmax>215</xmax>
+            <ymax>242</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>335</xmin>
+            <ymin>277</ymin>
+            <xmax>368</xmax>
+            <ymax>308</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes429.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes429.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9cf2691a31869db10300404ede3ac8cb96f2644e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes429.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes429.png</filename>
+    <size>
+        <width>544</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>15</xmin>
+            <ymin>19</ymin>
+            <xmax>510</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes43.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes43.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5f6d63e4268e72d59c2bdb5a5e02ea0df90c9415
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes43.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes43.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>102</xmin>
+            <ymin>150</ymin>
+            <xmax>308</xmax>
+            <ymax>280</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>180</xmin>
+            <ymin>317</ymin>
+            <xmax>272</xmax>
+            <ymax>400</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes430.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes430.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b40675b5f623bbf5d50698acfd8396bced8f3234
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes430.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes430.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>143</xmin>
+            <ymin>125</ymin>
+            <xmax>229</xmax>
+            <ymax>200</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>89</xmin>
+            <ymin>220</ymin>
+            <xmax>139</xmax>
+            <ymax>269</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes431.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes431.xml
new file mode 100644
index 0000000000000000000000000000000000000000..05b55c14e10d82479ace05f93f5aa9646c580d96
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes431.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes431.png</filename>
+    <size>
+        <width>534</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>351</xmin>
+            <ymin>252</ymin>
+            <xmax>430</xmax>
+            <ymax>292</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>263</xmin>
+            <ymin>238</ymin>
+            <xmax>299</xmax>
+            <ymax>256</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>196</xmin>
+            <ymin>191</ymin>
+            <xmax>212</xmax>
+            <ymax>202</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>174</xmin>
+            <ymin>194</ymin>
+            <xmax>190</xmax>
+            <ymax>202</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes432.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes432.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e0ddcb401b8a9c56d3e5cfb3d776d8549c232dbd
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes432.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes432.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>135</xmin>
+            <ymin>156</ymin>
+            <xmax>250</xmax>
+            <ymax>244</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes433.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes433.xml
new file mode 100644
index 0000000000000000000000000000000000000000..648559fa3bca1f71936ce055bab347c4e97919b9
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes433.xml
@@ -0,0 +1,115 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes433.png</filename>
+    <size>
+        <width>300</width>
+        <height>450</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>144</ymin>
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+            <ymax>154</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>141</xmin>
+            <ymin>78</ymin>
+            <xmax>177</xmax>
+            <ymax>87</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>182</xmin>
+            <ymin>83</ymin>
+            <xmax>234</xmax>
+            <ymax>95</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>182</xmin>
+            <ymin>128</ymin>
+            <xmax>248</xmax>
+            <ymax>148</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>201</xmin>
+            <ymin>157</ymin>
+            <xmax>265</xmax>
+            <ymax>182</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>68</xmin>
+            <ymin>79</ymin>
+            <xmax>116</xmax>
+            <ymax>86</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>134</xmin>
+            <ymin>58</ymin>
+            <xmax>147</xmax>
+            <ymax>66</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>94</xmin>
+            <ymin>226</ymin>
+            <xmax>283</xmax>
+            <ymax>392</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes434.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes434.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b625f33ca85e1411f8ecaa13abdf9116adc48b8b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes434.xml
@@ -0,0 +1,128 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes434.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>118</xmin>
+            <ymin>195</ymin>
+            <xmax>161</xmax>
+            <ymax>211</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>174</xmin>
+            <ymin>187</ymin>
+            <xmax>232</xmax>
+            <ymax>210</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>156</xmin>
+            <ymin>208</ymin>
+            <xmax>208</xmax>
+            <ymax>229</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>141</xmin>
+            <ymin>230</ymin>
+            <xmax>208</xmax>
+            <ymax>263</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>168</xmin>
+            <ymin>174</ymin>
+            <xmax>214</xmax>
+            <ymax>187</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>141</xmin>
+            <ymin>171</ymin>
+            <xmax>191</xmax>
+            <ymax>178</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>146</xmin>
+            <ymin>157</ymin>
+            <xmax>161</xmax>
+            <ymax>165</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>75</xmin>
+            <ymin>274</ymin>
+            <xmax>141</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>144</xmin>
+            <ymin>262</ymin>
+            <xmax>284</xmax>
+            <ymax>299</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes435.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes435.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7e1724e4c3bc99fe4bbbe1cbb7084d35272d7ac7
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes435.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes435.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>145</xmin>
+            <ymin>173</ymin>
+            <xmax>231</xmax>
+            <ymax>281</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>237</xmin>
+            <ymin>61</ymin>
+            <xmax>270</xmax>
+            <ymax>80</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes436.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes436.xml
new file mode 100644
index 0000000000000000000000000000000000000000..dd411f8d5d19c20ab153051e4dafdb1085002917
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes436.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes436.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>135</xmin>
+            <ymin>189</ymin>
+            <xmax>257</xmax>
+            <ymax>228</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes437.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes437.xml
new file mode 100644
index 0000000000000000000000000000000000000000..79b02cff4cbafc6390e019ce79e2c5d3f0022921
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes437.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes437.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>71</xmin>
+            <ymin>161</ymin>
+            <xmax>248</xmax>
+            <ymax>214</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>29</xmin>
+            <ymin>261</ymin>
+            <xmax>93</xmax>
+            <ymax>296</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>93</xmin>
+            <ymin>267</ymin>
+            <xmax>165</xmax>
+            <ymax>299</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>236</xmin>
+            <ymin>89</ymin>
+            <xmax>334</xmax>
+            <ymax>113</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes438.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes438.xml
new file mode 100644
index 0000000000000000000000000000000000000000..fdcbce77080d2957be0c6d9f19896d1ad6a33a65
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes438.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes438.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>159</xmin>
+            <ymin>119</ymin>
+            <xmax>247</xmax>
+            <ymax>198</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes439.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes439.xml
new file mode 100644
index 0000000000000000000000000000000000000000..dc81299476d7ab7d0e5d0c7419c252a7eebb5eec
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes439.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes439.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>133</xmin>
+            <ymin>123</ymin>
+            <xmax>259</xmax>
+            <ymax>249</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>221</xmin>
+            <ymin>94</ymin>
+            <xmax>257</xmax>
+            <ymax>118</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes44.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes44.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a6c9fe43cf2f1e5ebaf297ceb1fbcfadf1c9814e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes44.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes44.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>136</xmin>
+            <ymin>133</ymin>
+            <xmax>263</xmax>
+            <ymax>245</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes440.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes440.xml
new file mode 100644
index 0000000000000000000000000000000000000000..808f4e35db7a2fb9de628851c9ebdd91f5d3c1ad
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes440.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes440.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>188</xmin>
+            <ymin>136</ymin>
+            <xmax>251</xmax>
+            <ymax>188</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>157</xmin>
+            <ymin>202</ymin>
+            <xmax>253</xmax>
+            <ymax>294</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>34</xmin>
+            <ymin>238</ymin>
+            <xmax>127</xmax>
+            <ymax>290</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes441.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes441.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b8c14c306dc8b164f2d5f7009d97e7d64961b924
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes441.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes441.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>89</xmin>
+            <ymin>128</ymin>
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+            <ymax>196</ymax>
+        </bndbox>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <xmax>277</xmax>
+            <ymax>304</ymax>
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+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>291</xmin>
+            <ymin>277</ymin>
+            <xmax>323</xmax>
+            <ymax>310</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes442.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes442.xml
new file mode 100644
index 0000000000000000000000000000000000000000..88068591cf3e3b5ad23a6f730895452b5407a271
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes442.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes442.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
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+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>189</xmin>
+            <ymin>83</ymin>
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\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes443.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes443.xml
new file mode 100644
index 0000000000000000000000000000000000000000..fe4a99022430139398ebe5151f90867b0781c9c6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes443.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes443.png</filename>
+    <size>
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+        <height>300</height>
+        <depth>3</depth>
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+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymax>126</ymax>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>60</xmin>
+            <ymin>1</ymin>
+            <xmax>124</xmax>
+            <ymax>14</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>52</xmin>
+            <ymin>80</ymin>
+            <xmax>379</xmax>
+            <ymax>259</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes444.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes444.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f42bb187ddd17b7ae356566755ab372052d97398
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes444.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes444.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>83</xmin>
+            <ymin>163</ymin>
+            <xmax>289</xmax>
+            <ymax>272</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>286</xmin>
+            <ymin>240</ymin>
+            <xmax>344</xmax>
+            <ymax>283</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>285</xmin>
+            <ymin>30</ymin>
+            <xmax>400</xmax>
+            <ymax>79</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>150</xmin>
+            <ymin>112</ymin>
+            <xmax>197</xmax>
+            <ymax>139</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes445.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes445.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3792aea1abae4822c82a7f8e95029eae0616eb51
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes445.xml
@@ -0,0 +1,89 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes445.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>162</xmin>
+            <ymin>151</ymin>
+            <xmax>280</xmax>
+            <ymax>187</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>14</xmin>
+            <ymin>146</ymin>
+            <xmax>118</xmax>
+            <ymax>179</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>54</xmin>
+            <ymin>186</ymin>
+            <xmax>123</xmax>
+            <ymax>218</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>27</xmin>
+            <ymin>229</ymin>
+            <xmax>106</xmax>
+            <ymax>260</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>183</xmin>
+            <ymin>196</ymin>
+            <xmax>307</xmax>
+            <ymax>262</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>110</xmin>
+            <ymin>114</ymin>
+            <xmax>163</xmax>
+            <ymax>125</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes446.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes446.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3d9017f2af5795d073179340b28ac830db3dbe0c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes446.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes446.png</filename>
+    <size>
+        <width>300</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>103</xmin>
+            <ymin>85</ymin>
+            <xmax>209</xmax>
+            <ymax>123</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>73</xmin>
+            <ymin>60</ymin>
+            <xmax>114</xmax>
+            <ymax>77</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>108</xmin>
+            <ymin>45</ymin>
+            <xmax>176</xmax>
+            <ymax>61</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>180</xmin>
+            <ymin>53</ymin>
+            <xmax>219</xmax>
+            <ymax>75</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>4</xmin>
+            <ymin>214</ymin>
+            <xmax>279</xmax>
+            <ymax>400</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes447.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes447.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5736b05f73f370261e36bf912a9e6c9eb92e6243
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes447.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes447.png</filename>
+    <size>
+        <width>400</width>
+        <height>156</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>107</xmin>
+            <ymin>45</ymin>
+            <xmax>281</xmax>
+            <ymax>114</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes448.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes448.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2317b49dcfe0244edd781b6b2b910370ac250af3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes448.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes448.png</filename>
+    <size>
+        <width>401</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>73</xmin>
+            <ymin>108</ymin>
+            <xmax>352</xmax>
+            <ymax>229</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>131</xmin>
+            <ymin>26</ymin>
+            <xmax>193</xmax>
+            <ymax>40</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes449.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes449.xml
new file mode 100644
index 0000000000000000000000000000000000000000..813434378dae82c2627779f40019499678827cec
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes449.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes449.png</filename>
+    <size>
+        <width>426</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>163</xmin>
+            <ymin>149</ymin>
+            <xmax>286</xmax>
+            <ymax>185</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>42</xmin>
+            <ymin>197</ymin>
+            <xmax>424</xmax>
+            <ymax>292</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>176</ymin>
+            <xmax>71</xmax>
+            <ymax>211</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>313</xmin>
+            <ymin>139</ymin>
+            <xmax>373</xmax>
+            <ymax>150</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>282</xmin>
+            <ymin>116</ymin>
+            <xmax>363</xmax>
+            <ymax>125</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes45.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes45.xml
new file mode 100644
index 0000000000000000000000000000000000000000..bde6c6a096b365e7a773359b3dea74937c153218
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes45.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes45.png</filename>
+    <size>
+        <width>409</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>47</xmin>
+            <ymin>87</ymin>
+            <xmax>171</xmax>
+            <ymax>145</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>207</xmin>
+            <ymin>60</ymin>
+            <xmax>353</xmax>
+            <ymax>78</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>234</xmin>
+            <ymin>48</ymin>
+            <xmax>336</xmax>
+            <ymax>57</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>189</xmin>
+            <ymin>106</ymin>
+            <xmax>313</xmax>
+            <ymax>134</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>117</xmin>
+            <ymin>163</ymin>
+            <xmax>388</xmax>
+            <ymax>267</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes450.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes450.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d4840dfa2b414ca46c8fd5b39c56b3157aaad1da
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes450.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes450.png</filename>
+    <size>
+        <width>482</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>153</xmin>
+            <ymin>92</ymin>
+            <xmax>346</xmax>
+            <ymax>178</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes451.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes451.xml
new file mode 100644
index 0000000000000000000000000000000000000000..cd202a31899d844db600493fc3a6f4eaff0229c3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes451.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes451.png</filename>
+    <size>
+        <width>470</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>329</xmin>
+            <ymin>210</ymin>
+            <xmax>372</xmax>
+            <ymax>238</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>215</xmin>
+            <ymin>166</ymin>
+            <xmax>322</xmax>
+            <ymax>237</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>159</xmin>
+            <ymin>180</ymin>
+            <xmax>214</xmax>
+            <ymax>209</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes452.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes452.xml
new file mode 100644
index 0000000000000000000000000000000000000000..58277eb6292cfe2454089ef4dc5da3191f647756
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes452.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes452.png</filename>
+    <size>
+        <width>300</width>
+        <height>403</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>144</xmin>
+            <ymin>98</ymin>
+            <xmax>212</xmax>
+            <ymax>129</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>90</xmin>
+            <ymin>130</ymin>
+            <xmax>143</xmax>
+            <ymax>146</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>64</xmin>
+            <ymin>166</ymin>
+            <xmax>300</xmax>
+            <ymax>333</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes453.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes453.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d223daba2295b07f910ee32f613273b7c341ffcc
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes453.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes453.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>91</xmin>
+            <ymin>82</ymin>
+            <xmax>314</xmax>
+            <ymax>168</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes454.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes454.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b9888101e7340d4a85d94e2e3f8fcf7d82f26539
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes454.xml
@@ -0,0 +1,115 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes454.png</filename>
+    <size>
+        <width>458</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>158</xmin>
+            <ymin>151</ymin>
+            <xmax>232</xmax>
+            <ymax>193</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>195</xmin>
+            <ymin>117</ymin>
+            <xmax>237</xmax>
+            <ymax>136</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>327</xmin>
+            <ymin>135</ymin>
+            <xmax>401</xmax>
+            <ymax>163</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>411</xmin>
+            <ymin>155</ymin>
+            <xmax>454</xmax>
+            <ymax>167</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>308</xmin>
+            <ymin>158</ymin>
+            <xmax>362</xmax>
+            <ymax>186</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>244</xmin>
+            <ymin>219</ymin>
+            <xmax>380</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>131</xmin>
+            <ymin>86</ymin>
+            <xmax>152</xmax>
+            <ymax>95</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>113</xmin>
+            <ymin>79</ymin>
+            <xmax>127</xmax>
+            <ymax>84</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes455.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes455.xml
new file mode 100644
index 0000000000000000000000000000000000000000..877a2869548acf24fb3c1d9ef8652ca8e4e710de
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes455.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes455.png</filename>
+    <size>
+        <width>453</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>16</xmin>
+            <ymin>73</ymin>
+            <xmax>440</xmax>
+            <ymax>230</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes456.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes456.xml
new file mode 100644
index 0000000000000000000000000000000000000000..32e9d23edb2704f69b1520c2ed83d16dadce7926
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes456.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes456.png</filename>
+    <size>
+        <width>427</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>111</xmin>
+            <ymin>156</ymin>
+            <xmax>328</xmax>
+            <ymax>279</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>333</xmin>
+            <ymin>151</ymin>
+            <xmax>398</xmax>
+            <ymax>169</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes457.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes457.xml
new file mode 100644
index 0000000000000000000000000000000000000000..bcb06080fea52d36e9eebcdc0360feb1e155e75b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes457.xml
@@ -0,0 +1,219 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes457.png</filename>
+    <size>
+        <width>300</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>91</xmin>
+            <ymin>177</ymin>
+            <xmax>117</xmax>
+            <ymax>193</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>92</xmin>
+            <ymin>163</ymin>
+            <xmax>110</xmax>
+            <ymax>174</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>87</xmin>
+            <ymin>243</ymin>
+            <xmax>107</xmax>
+            <ymax>256</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>72</xmin>
+            <ymin>281</ymin>
+            <xmax>100</xmax>
+            <ymax>298</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>100</xmin>
+            <ymin>293</ymin>
+            <xmax>164</xmax>
+            <ymax>348</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>253</xmin>
+            <ymin>255</ymin>
+            <xmax>269</xmax>
+            <ymax>275</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>186</xmin>
+            <ymin>267</ymin>
+            <xmax>203</xmax>
+            <ymax>288</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>152</xmin>
+            <ymin>164</ymin>
+            <xmax>167</xmax>
+            <ymax>173</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>209</xmin>
+            <ymin>147</ymin>
+            <xmax>253</xmax>
+            <ymax>162</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>268</xmin>
+            <ymin>170</ymin>
+            <xmax>281</xmax>
+            <ymax>180</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>253</xmin>
+            <ymin>181</ymin>
+            <xmax>266</xmax>
+            <ymax>190</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>212</ymin>
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+            <ymax>222</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>275</xmin>
+            <ymin>202</ymin>
+            <xmax>293</xmax>
+            <ymax>209</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>194</xmin>
+            <ymin>226</ymin>
+            <xmax>213</xmax>
+            <ymax>237</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>214</xmin>
+            <ymin>244</ymin>
+            <xmax>226</xmax>
+            <ymax>254</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>167</xmin>
+            <ymin>353</ymin>
+            <xmax>202</xmax>
+            <ymax>400</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes458.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes458.xml
new file mode 100644
index 0000000000000000000000000000000000000000..da239f9657f119c0454915d06329b3df89a81b0f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes458.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes458.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>248</xmin>
+            <ymin>147</ymin>
+            <xmax>422</xmax>
+            <ymax>188</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>82</xmin>
+            <ymin>164</ymin>
+            <xmax>465</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes459.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes459.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ff60b66d5b65fe670e4bd7e710d96fc81cbf7915
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes459.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes459.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>133</xmin>
+            <ymin>195</ymin>
+            <xmax>423</xmax>
+            <ymax>297</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>150</ymin>
+            <xmax>194</xmax>
+            <ymax>229</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>107</ymin>
+            <xmax>111</xmax>
+            <ymax>142</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes46.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes46.xml
new file mode 100644
index 0000000000000000000000000000000000000000..94a46f7adce6791c46715a096771c5e855ade6f2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes46.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes46.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>149</ymin>
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+            <ymax>215</ymax>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>310</xmin>
+            <ymin>103</ymin>
+            <xmax>377</xmax>
+            <ymax>136</ymax>
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+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes460.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes460.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c08f9bee132a126d8273db0fd2a45385626d9527
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes460.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes460.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>23</ymin>
+            <xmax>120</xmax>
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+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes461.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes461.xml
new file mode 100644
index 0000000000000000000000000000000000000000..439ac6ace49eafba9476433b762982e473eae108
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes461.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes461.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>135</xmin>
+            <ymin>193</ymin>
+            <xmax>274</xmax>
+            <ymax>245</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes462.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes462.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c9df4bf55e047232ef49d0cb3c90188d4ef6e182
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes462.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes462.png</filename>
+    <size>
+        <width>534</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>143</xmin>
+            <ymin>174</ymin>
+            <xmax>397</xmax>
+            <ymax>244</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes463.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes463.xml
new file mode 100644
index 0000000000000000000000000000000000000000..df6b6df6db29410aa47019ece344685731c17842
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes463.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes463.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>150</xmin>
+            <ymin>110</ymin>
+            <xmax>246</xmax>
+            <ymax>182</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>129</xmin>
+            <ymin>145</ymin>
+            <xmax>170</xmax>
+            <ymax>183</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>285</xmin>
+            <ymin>104</ymin>
+            <xmax>318</xmax>
+            <ymax>122</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>148</xmin>
+            <ymin>319</ymin>
+            <xmax>214</xmax>
+            <ymax>387</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>374</xmin>
+            <ymin>268</ymin>
+            <xmax>400</xmax>
+            <ymax>303</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes464.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes464.xml
new file mode 100644
index 0000000000000000000000000000000000000000..aff6d1df2350ed6b8368022163f7b505ef53cfe6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes464.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes464.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>114</xmin>
+            <ymin>118</ymin>
+            <xmax>262</xmax>
+            <ymax>280</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes465.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes465.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9d89b84055ac9f4349a534f34eb8e1465e052279
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes465.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes465.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>124</xmin>
+            <ymin>137</ymin>
+            <xmax>259</xmax>
+            <ymax>272</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes466.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes466.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4ae3ac259d1d423bc051881a5a3cec0e107b5bb8
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes466.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes466.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>119</xmin>
+            <ymin>177</ymin>
+            <xmax>271</xmax>
+            <ymax>264</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes467.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes467.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2814300bdd2908e65fd98c4b481fb7b13c0d031b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes467.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes467.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>277</xmin>
+            <ymin>218</ymin>
+            <xmax>439</xmax>
+            <ymax>272</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>297</xmin>
+            <ymin>166</ymin>
+            <xmax>385</xmax>
+            <ymax>182</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>354</xmin>
+            <ymin>153</ymin>
+            <xmax>453</xmax>
+            <ymax>180</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>223</xmin>
+            <ymin>132</ymin>
+            <xmax>289</xmax>
+            <ymax>155</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>209</ymin>
+            <xmax>195</xmax>
+            <ymax>253</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes468.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes468.xml
new file mode 100644
index 0000000000000000000000000000000000000000..30c2811d4cba8bea60dec64205979d81cde35c1f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes468.xml
@@ -0,0 +1,115 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes468.png</filename>
+    <size>
+        <width>509</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>15</ymin>
+            <xmax>59</xmax>
+            <ymax>54</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>56</xmin>
+            <ymin>1</ymin>
+            <xmax>138</xmax>
+            <ymax>16</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>139</xmin>
+            <ymin>1</ymin>
+            <xmax>297</xmax>
+            <ymax>41</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>334</xmin>
+            <ymin>1</ymin>
+            <xmax>497</xmax>
+            <ymax>42</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>236</xmin>
+            <ymin>50</ymin>
+            <xmax>355</xmax>
+            <ymax>102</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>91</xmin>
+            <ymin>93</ymin>
+            <xmax>217</xmax>
+            <ymax>143</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>227</xmin>
+            <ymin>125</ymin>
+            <xmax>460</xmax>
+            <ymax>238</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>184</ymin>
+            <xmax>157</xmax>
+            <ymax>285</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes469.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes469.xml
new file mode 100644
index 0000000000000000000000000000000000000000..58fd58049a8b6301ad914e55b5b309dc7c4e03a9
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes469.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes469.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>124</xmin>
+            <ymin>215</ymin>
+            <xmax>213</xmax>
+            <ymax>321</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>185</xmin>
+            <ymin>31</ymin>
+            <xmax>239</xmax>
+            <ymax>85</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes47.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes47.xml
new file mode 100644
index 0000000000000000000000000000000000000000..99f5856440a97ab383d24463cb9acad9ad0f56db
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes47.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes47.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>137</xmin>
+            <ymin>147</ymin>
+            <xmax>265</xmax>
+            <ymax>194</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>105</xmin>
+            <ymin>93</ymin>
+            <xmax>174</xmax>
+            <ymax>103</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>84</xmin>
+            <ymin>49</ymin>
+            <xmax>132</xmax>
+            <ymax>71</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes470.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes470.xml
new file mode 100644
index 0000000000000000000000000000000000000000..84c1a617bb9f732bf0cca5d3f74b0cbcb1a44ff8
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes470.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes470.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>118</xmin>
+            <ymin>111</ymin>
+            <xmax>433</xmax>
+            <ymax>230</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes471.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes471.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3e8b4f6d8ab1ae5fbcce1ff6bc0f58fd6a0805f8
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes471.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes471.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>88</xmin>
+            <ymin>131</ymin>
+            <xmax>320</xmax>
+            <ymax>218</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes472.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes472.xml
new file mode 100644
index 0000000000000000000000000000000000000000..501e6e50b8a0d4a735568d88272ef90704d50242
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes472.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes472.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>67</xmin>
+            <ymin>110</ymin>
+            <xmax>465</xmax>
+            <ymax>268</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes473.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes473.xml
new file mode 100644
index 0000000000000000000000000000000000000000..51a6b49fe532ed8b6dee4302770bc360c87ddede
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes473.xml
@@ -0,0 +1,89 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes473.png</filename>
+    <size>
+        <width>457</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>59</ymin>
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+            <ymax>83</ymax>
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+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>120</xmin>
+            <ymin>8</ymin>
+            <xmax>179</xmax>
+            <ymax>34</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>332</xmin>
+            <ymin>4</ymin>
+            <xmax>379</xmax>
+            <ymax>23</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>58</xmin>
+            <ymin>99</ymin>
+            <xmax>146</xmax>
+            <ymax>142</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>126</xmin>
+            <ymin>80</ymin>
+            <xmax>168</xmax>
+            <ymax>100</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>195</xmin>
+            <ymin>120</ymin>
+            <xmax>389</xmax>
+            <ymax>172</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes474.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes474.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e0c025d596f658a0fe9aad5ec26b9fb6be27e1bd
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes474.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes474.png</filename>
+    <size>
+        <width>535</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>146</xmin>
+            <ymin>196</ymin>
+            <xmax>202</xmax>
+            <ymax>222</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>157</xmin>
+            <ymin>168</ymin>
+            <xmax>185</xmax>
+            <ymax>181</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>231</xmin>
+            <ymin>243</ymin>
+            <xmax>289</xmax>
+            <ymax>269</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes475.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes475.xml
new file mode 100644
index 0000000000000000000000000000000000000000..da92b3161ab62485c06447c2a460897c9759f55f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes475.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes475.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>147</xmin>
+            <ymin>142</ymin>
+            <xmax>246</xmax>
+            <ymax>186</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes476.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes476.xml
new file mode 100644
index 0000000000000000000000000000000000000000..de8472e9423c2fd678095aa2ec9f92d21678f62f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes476.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes476.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>137</xmin>
+            <ymin>122</ymin>
+            <xmax>269</xmax>
+            <ymax>217</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>187</xmin>
+            <ymin>38</ymin>
+            <xmax>235</xmax>
+            <ymax>54</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes477.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes477.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8f61a0da59466d712efa0de8d55b8251aac1f459
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes477.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes477.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>48</xmin>
+            <ymin>70</ymin>
+            <xmax>69</xmax>
+            <ymax>81</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>155</xmin>
+            <ymin>137</ymin>
+            <xmax>212</xmax>
+            <ymax>179</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>217</xmin>
+            <ymin>11</ymin>
+            <xmax>252</xmax>
+            <ymax>27</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>193</xmin>
+            <ymin>0</ymin>
+            <xmax>210</xmax>
+            <ymax>11</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes478.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes478.xml
new file mode 100644
index 0000000000000000000000000000000000000000..920a1b5ee9c9040c705e245a615a95103a2b1f4d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes478.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes478.png</filename>
+    <size>
+        <width>360</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>125</xmin>
+            <ymin>85</ymin>
+            <xmax>264</xmax>
+            <ymax>133</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>87</xmin>
+            <ymin>85</ymin>
+            <xmax>160</xmax>
+            <ymax>255</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes479.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes479.xml
new file mode 100644
index 0000000000000000000000000000000000000000..156ab3d6d4456900263922c66d7ca85788e76f0d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes479.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes479.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>107</xmin>
+            <ymin>141</ymin>
+            <xmax>275</xmax>
+            <ymax>218</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes48.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes48.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6f9f5b543a65ce1553a0d4fff3baadc321a12fef
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes48.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes48.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>154</xmin>
+            <ymin>147</ymin>
+            <xmax>260</xmax>
+            <ymax>264</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes480.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes480.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4c2cfd9ccc8e4a359502daec7c9467b1363ca124
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes480.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes480.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>127</xmin>
+            <ymin>139</ymin>
+            <xmax>244</xmax>
+            <ymax>216</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>319</xmin>
+            <ymin>259</ymin>
+            <xmax>360</xmax>
+            <ymax>306</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes481.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes481.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c65876733244f6850816c301447c382e179f71a1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes481.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes481.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>140</xmin>
+            <ymin>121</ymin>
+            <xmax>213</xmax>
+            <ymax>182</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>118</xmin>
+            <ymin>190</ymin>
+            <xmax>208</xmax>
+            <ymax>282</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes482.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes482.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2299d9e2cc569381f37623696d4944469e3bda9b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes482.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes482.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>108</xmin>
+            <ymin>118</ymin>
+            <xmax>210</xmax>
+            <ymax>200</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>178</xmin>
+            <ymin>180</ymin>
+            <xmax>257</xmax>
+            <ymax>270</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes483.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes483.xml
new file mode 100644
index 0000000000000000000000000000000000000000..abf54d02f1d71c8a35f98690afbb353a6b7e94e0
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes483.xml
@@ -0,0 +1,154 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes483.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>13</xmin>
+            <ymin>14</ymin>
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+            <ymax>19</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>0</xmin>
+            <ymin>26</ymin>
+            <xmax>20</xmax>
+            <ymax>38</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>31</xmin>
+            <ymin>17</ymin>
+            <xmax>61</xmax>
+            <ymax>30</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>47</xmin>
+            <ymin>0</ymin>
+            <xmax>65</xmax>
+            <ymax>6</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>33</xmin>
+            <ymin>8</ymin>
+            <xmax>48</xmax>
+            <ymax>14</ymax>
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+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>20</xmin>
+            <ymin>0</ymin>
+            <xmax>39</xmax>
+            <ymax>6</ymax>
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+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>7</xmin>
+            <ymin>1</ymin>
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+            <ymax>3</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>0</xmin>
+            <ymin>2</ymin>
+            <xmax>9</xmax>
+            <ymax>8</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>167</xmin>
+            <ymin>142</ymin>
+            <xmax>219</xmax>
+            <ymax>179</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>295</xmin>
+            <ymin>81</ymin>
+            <xmax>310</xmax>
+            <ymax>92</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>202</xmin>
+            <ymin>318</ymin>
+            <xmax>224</xmax>
+            <ymax>337</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes484.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes484.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3805c95c5625d507453208e189a4bb55d1415ba2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes484.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes484.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>90</xmin>
+            <ymin>141</ymin>
+            <xmax>263</xmax>
+            <ymax>247</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>263</xmin>
+            <ymin>233</ymin>
+            <xmax>350</xmax>
+            <ymax>282</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes485.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes485.xml
new file mode 100644
index 0000000000000000000000000000000000000000..639c2ae2092757e23a64bf57c40aadedfeae931b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes485.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes485.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>174</xmin>
+            <ymin>167</ymin>
+            <xmax>228</xmax>
+            <ymax>233</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>230</xmin>
+            <ymin>123</ymin>
+            <xmax>267</xmax>
+            <ymax>155</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes486.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes486.xml
new file mode 100644
index 0000000000000000000000000000000000000000..529e7864de0bcb8eb0394ec43a1a4aea0a543db9
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes486.xml
@@ -0,0 +1,89 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes486.png</filename>
+    <size>
+        <width>303</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>198</xmin>
+            <ymin>146</ymin>
+            <xmax>240</xmax>
+            <ymax>183</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>7</xmin>
+            <ymin>44</ymin>
+            <xmax>114</xmax>
+            <ymax>117</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>25</ymin>
+            <xmax>49</xmax>
+            <ymax>40</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>147</xmin>
+            <ymin>45</ymin>
+            <xmax>214</xmax>
+            <ymax>69</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>224</xmin>
+            <ymin>65</ymin>
+            <xmax>287</xmax>
+            <ymax>87</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>3</xmin>
+            <ymin>158</ymin>
+            <xmax>45</xmax>
+            <ymax>221</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes487.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes487.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7598e0fbd71ca9c4e2c55b9169431d4ecf90ca01
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes487.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes487.png</filename>
+    <size>
+        <width>300</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>85</ymin>
+            <xmax>300</xmax>
+            <ymax>240</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes488.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes488.xml
new file mode 100644
index 0000000000000000000000000000000000000000..22fe1efa79640c852ae51d29b2b8a4025e42e689
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes488.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes488.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>165</xmin>
+            <ymin>165</ymin>
+            <xmax>237</xmax>
+            <ymax>215</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes489.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes489.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1c6b481b7e5e8ab35cc595a00aba31337ef48a77
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes489.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes489.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>34</xmin>
+            <ymin>152</ymin>
+            <xmax>112</xmax>
+            <ymax>178</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>86</xmin>
+            <ymin>141</ymin>
+            <xmax>321</xmax>
+            <ymax>289</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>271</xmin>
+            <ymin>63</ymin>
+            <xmax>315</xmax>
+            <ymax>74</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>254</xmin>
+            <ymin>74</ymin>
+            <xmax>394</xmax>
+            <ymax>114</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>391</xmin>
+            <ymin>120</ymin>
+            <xmax>400</xmax>
+            <ymax>140</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes49.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes49.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a24575684c9bd61b8d1fa540989c850c9cd47219
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes49.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes49.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>184</xmin>
+            <ymin>142</ymin>
+            <xmax>314</xmax>
+            <ymax>225</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>115</xmin>
+            <ymin>87</ymin>
+            <xmax>211</xmax>
+            <ymax>107</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes490.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes490.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e7a5f9a2b007706c28d74ea4889ed8149e1565a9
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes490.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes490.png</filename>
+    <size>
+        <width>494</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>118</xmin>
+            <ymin>66</ymin>
+            <xmax>485</xmax>
+            <ymax>276</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes491.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes491.xml
new file mode 100644
index 0000000000000000000000000000000000000000..daa5d56aa812d15396da32d36d8b88122634b1fb
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes491.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes491.png</filename>
+    <size>
+        <width>449</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>215</xmin>
+            <ymin>191</ymin>
+            <xmax>301</xmax>
+            <ymax>210</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>205</xmin>
+            <ymin>286</ymin>
+            <xmax>395</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes492.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes492.xml
new file mode 100644
index 0000000000000000000000000000000000000000..866cc02fc8b2d1acd72d3b5761616b6804805168
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes492.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes492.png</filename>
+    <size>
+        <width>443</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>118</xmin>
+            <ymin>152</ymin>
+            <xmax>291</xmax>
+            <ymax>232</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes493.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes493.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4d158ea1f0ea96c1657184c3f8349a3e925c14ea
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes493.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes493.png</filename>
+    <size>
+        <width>514</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>98</xmin>
+            <ymin>198</ymin>
+            <xmax>418</xmax>
+            <ymax>237</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>278</ymin>
+            <xmax>98</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes494.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes494.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f4b2d8a58cfa61563934c5ae50510c89612f6ce5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes494.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes494.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>101</ymin>
+            <xmax>468</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes495.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes495.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9ce0b075a8e2eca087d887d22e24fdaad801a34c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes495.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes495.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>108</ymin>
+            <xmax>533</xmax>
+            <ymax>257</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes496.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes496.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0a5b39249d84909d1e6171071aea9de0141dff51
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes496.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes496.png</filename>
+    <size>
+        <width>425</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>128</xmin>
+            <ymin>166</ymin>
+            <xmax>289</xmax>
+            <ymax>220</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes497.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes497.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7a13216b5bebcb80214fed66c829cb26878ea30b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes497.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes497.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>209</xmin>
+            <ymin>158</ymin>
+            <xmax>366</xmax>
+            <ymax>263</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes498.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes498.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d6d1978aa3b5898b838fb49a96231e050edd7072
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes498.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes498.png</filename>
+    <size>
+        <width>452</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>80</xmin>
+            <ymin>121</ymin>
+            <xmax>146</xmax>
+            <ymax>135</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>172</xmin>
+            <ymin>100</ymin>
+            <xmax>249</xmax>
+            <ymax>112</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>69</xmin>
+            <ymin>139</ymin>
+            <xmax>314</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>202</xmin>
+            <ymin>111</ymin>
+            <xmax>382</xmax>
+            <ymax>144</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>215</xmin>
+            <ymin>94</ymin>
+            <xmax>294</xmax>
+            <ymax>114</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes499.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes499.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3c164a0ec9a0c5b913aa5b412d2af455a44c37ae
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes499.xml
@@ -0,0 +1,102 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes499.png</filename>
+    <size>
+        <width>534</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>484</xmin>
+            <ymin>184</ymin>
+            <xmax>527</xmax>
+            <ymax>198</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>376</xmin>
+            <ymin>168</ymin>
+            <xmax>462</xmax>
+            <ymax>197</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>300</xmin>
+            <ymin>156</ymin>
+            <xmax>346</xmax>
+            <ymax>182</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>239</xmin>
+            <ymin>147</ymin>
+            <xmax>302</xmax>
+            <ymax>182</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>252</xmin>
+            <ymin>128</ymin>
+            <xmax>276</xmax>
+            <ymax>141</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>163</xmin>
+            <ymin>135</ymin>
+            <xmax>213</xmax>
+            <ymax>148</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>109</xmin>
+            <ymin>188</ymin>
+            <xmax>309</xmax>
+            <ymax>234</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes5.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes5.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3a91ae8f1303efd3812308a68b94145483e68a32
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes5.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes5.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>113</xmin>
+            <ymin>173</ymin>
+            <xmax>267</xmax>
+            <ymax>242</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes50.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes50.xml
new file mode 100644
index 0000000000000000000000000000000000000000..cb61c3778e3d4f82088bdb16ecd679969acc99eb
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes50.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes50.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>137</xmin>
+            <ymin>165</ymin>
+            <xmax>277</xmax>
+            <ymax>282</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes500.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes500.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3d8b8b6f0a23723faffd5d0c92bbecd9efa77548
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes500.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes500.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>46</xmin>
+            <ymin>158</ymin>
+            <xmax>446</xmax>
+            <ymax>288</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes501.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes501.xml
new file mode 100644
index 0000000000000000000000000000000000000000..827b470fcf5dd0b2964b483dd6f22305ebbb6008
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes501.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes501.png</filename>
+    <size>
+        <width>449</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>244</xmin>
+            <ymin>65</ymin>
+            <xmax>333</xmax>
+            <ymax>83</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>300</xmin>
+            <ymin>1</ymin>
+            <xmax>374</xmax>
+            <ymax>12</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>141</xmin>
+            <ymin>124</ymin>
+            <xmax>231</xmax>
+            <ymax>161</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>118</xmin>
+            <ymin>161</ymin>
+            <xmax>255</xmax>
+            <ymax>202</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>166</xmin>
+            <ymin>207</ymin>
+            <xmax>307</xmax>
+            <ymax>266</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes502.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes502.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ebcbe3ba853be012ba22cb17ebcef5d6b531851f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes502.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes502.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>157</xmin>
+            <ymin>99</ymin>
+            <xmax>296</xmax>
+            <ymax>142</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>153</xmin>
+            <ymin>198</ymin>
+            <xmax>281</xmax>
+            <ymax>257</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes503.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes503.xml
new file mode 100644
index 0000000000000000000000000000000000000000..33440fa39285fea8cac997ba0e9ef68136f4e469
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes503.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes503.png</filename>
+    <size>
+        <width>401</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>129</xmin>
+            <ymin>137</ymin>
+            <xmax>324</xmax>
+            <ymax>209</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>339</xmin>
+            <ymin>183</ymin>
+            <xmax>401</xmax>
+            <ymax>208</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes504.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes504.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8efca0b33726ba169e7151b4994a1f6ed301f8f7
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes504.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes504.png</filename>
+    <size>
+        <width>300</width>
+        <height>357</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>16</xmin>
+            <ymin>176</ymin>
+            <xmax>257</xmax>
+            <ymax>357</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes505.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes505.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4e4efa3b6ce19e0937fad842a54633a098edf002
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes505.xml
@@ -0,0 +1,180 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes505.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>212</xmin>
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+            <ymax>100</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>254</xmin>
+            <ymin>57</ymin>
+            <xmax>276</xmax>
+            <ymax>73</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>112</ymin>
+            <xmax>277</xmax>
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+        </bndbox>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>191</xmin>
+            <ymin>161</ymin>
+            <xmax>236</xmax>
+            <ymax>177</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>208</xmin>
+            <ymin>151</ymin>
+            <xmax>240</xmax>
+            <ymax>160</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>320</xmin>
+            <ymin>170</ymin>
+            <xmax>345</xmax>
+            <ymax>204</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <xmax>369</xmax>
+            <ymax>258</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>305</xmin>
+            <ymin>116</ymin>
+            <xmax>325</xmax>
+            <ymax>137</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>287</xmin>
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+            <xmax>313</xmax>
+            <ymax>99</ymax>
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+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <difficult>0</difficult>
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+    <object>
+        <name>pothole</name>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>201</xmin>
+            <ymin>122</ymin>
+            <xmax>219</xmax>
+            <ymax>128</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>215</xmin>
+            <ymin>101</ymin>
+            <xmax>228</xmax>
+            <ymax>108</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>229</xmin>
+            <ymin>47</ymin>
+            <xmax>245</xmax>
+            <ymax>54</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes506.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes506.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d461be870e9ba2bb382e8a823eb0d4cc0f787696
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes506.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes506.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>145</xmin>
+            <ymin>146</ymin>
+            <xmax>191</xmax>
+            <ymax>170</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>172</xmin>
+            <ymin>174</ymin>
+            <xmax>276</xmax>
+            <ymax>205</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>214</xmin>
+            <ymin>276</ymin>
+            <xmax>283</xmax>
+            <ymax>309</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>262</xmin>
+            <ymin>338</ymin>
+            <xmax>325</xmax>
+            <ymax>385</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>112</xmin>
+            <ymin>350</ymin>
+            <xmax>162</xmax>
+            <ymax>380</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes507.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes507.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f05693bba7c67eddae8c15b4c75729b0791d615b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes507.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes507.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>85</xmin>
+            <ymin>141</ymin>
+            <xmax>244</xmax>
+            <ymax>234</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes508.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes508.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5ecf85cd2d556b749ffec47564d8442cdf263418
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes508.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes508.png</filename>
+    <size>
+        <width>571</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>53</xmin>
+            <ymin>210</ymin>
+            <xmax>409</xmax>
+            <ymax>271</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>494</xmin>
+            <ymin>224</ymin>
+            <xmax>534</xmax>
+            <ymax>238</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes509.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes509.xml
new file mode 100644
index 0000000000000000000000000000000000000000..def15d7f96142d8c1670d1902c85a423fbde2445
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes509.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes509.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>151</xmin>
+            <ymin>187</ymin>
+            <xmax>260</xmax>
+            <ymax>275</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>152</xmin>
+            <ymin>132</ymin>
+            <xmax>219</xmax>
+            <ymax>165</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>91</xmin>
+            <ymin>224</ymin>
+            <xmax>131</xmax>
+            <ymax>248</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes51.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes51.xml
new file mode 100644
index 0000000000000000000000000000000000000000..34e47b878fca1fb3b3af2bd137a9858387102d77
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes51.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes51.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>150</xmin>
+            <ymin>125</ymin>
+            <xmax>266</xmax>
+            <ymax>265</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes510.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes510.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a13b7c091e6834ad273267a0aee6a8c2bd80a7f5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes510.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes510.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>145</xmin>
+            <ymin>150</ymin>
+            <xmax>269</xmax>
+            <ymax>265</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes511.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes511.xml
new file mode 100644
index 0000000000000000000000000000000000000000..685872327fb80187fddbe087a1325a1d72897ff1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes511.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes511.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>143</xmin>
+            <ymin>200</ymin>
+            <xmax>227</xmax>
+            <ymax>262</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>90</xmin>
+            <ymin>143</ymin>
+            <xmax>197</xmax>
+            <ymax>230</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>141</xmin>
+            <ymin>9</ymin>
+            <xmax>183</xmax>
+            <ymax>28</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>262</xmin>
+            <ymin>195</ymin>
+            <xmax>400</xmax>
+            <ymax>400</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes512.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes512.xml
new file mode 100644
index 0000000000000000000000000000000000000000..cea47ef7a73cd07a7eb1667357cbf47e87afc9cc
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes512.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes512.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>150</xmin>
+            <ymin>144</ymin>
+            <xmax>262</xmax>
+            <ymax>217</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes513.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes513.xml
new file mode 100644
index 0000000000000000000000000000000000000000..275f9c3e1e5606ddecaecd2db7318a49e3bfd55a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes513.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes513.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>147</xmin>
+            <ymin>175</ymin>
+            <xmax>218</xmax>
+            <ymax>270</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes514.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes514.xml
new file mode 100644
index 0000000000000000000000000000000000000000..03e5d364419c6ad2ae62d20b5a023194aa05a71b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes514.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes514.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>147</xmin>
+            <ymin>147</ymin>
+            <xmax>235</xmax>
+            <ymax>242</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>347</xmin>
+            <ymin>38</ymin>
+            <xmax>400</xmax>
+            <ymax>65</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes515.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes515.xml
new file mode 100644
index 0000000000000000000000000000000000000000..af9ab9a40b6a0ee938850196f483f8a7bbd0d22b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes515.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes515.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>143</xmin>
+            <ymin>167</ymin>
+            <xmax>258</xmax>
+            <ymax>262</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes516.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes516.xml
new file mode 100644
index 0000000000000000000000000000000000000000..35af858f861d6adecbc571144fe102adec1593a5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes516.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes516.png</filename>
+    <size>
+        <width>404</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>90</xmin>
+            <ymin>1</ymin>
+            <xmax>209</xmax>
+            <ymax>57</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>53</ymin>
+            <xmax>402</xmax>
+            <ymax>275</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes517.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes517.xml
new file mode 100644
index 0000000000000000000000000000000000000000..26ef8870d6dc93b66ad99da949c7e2f87a003815
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes517.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes517.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>105</xmin>
+            <ymin>106</ymin>
+            <xmax>138</xmax>
+            <ymax>124</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>151</xmin>
+            <ymin>151</ymin>
+            <xmax>288</xmax>
+            <ymax>194</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>97</xmin>
+            <ymin>77</ymin>
+            <xmax>128</xmax>
+            <ymax>82</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes518.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes518.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6be15f369782c867885c83f8abaf2237621df664
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes518.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes518.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>140</xmin>
+            <ymin>178</ymin>
+            <xmax>264</xmax>
+            <ymax>245</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>235</xmin>
+            <ymin>73</ymin>
+            <xmax>283</xmax>
+            <ymax>92</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>112</xmin>
+            <ymin>67</ymin>
+            <xmax>152</xmax>
+            <ymax>80</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes519.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes519.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ee29ca244b6d94d08c0e0776d7a2e32a8ae9e6a0
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes519.xml
@@ -0,0 +1,89 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes519.png</filename>
+    <size>
+        <width>447</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>66</xmin>
+            <ymin>143</ymin>
+            <xmax>111</xmax>
+            <ymax>160</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>79</xmin>
+            <ymin>167</ymin>
+            <xmax>143</xmax>
+            <ymax>204</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>303</xmin>
+            <ymin>167</ymin>
+            <xmax>402</xmax>
+            <ymax>201</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>365</xmin>
+            <ymin>227</ymin>
+            <xmax>391</xmax>
+            <ymax>237</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>355</xmin>
+            <ymin>246</ymin>
+            <xmax>401</xmax>
+            <ymax>280</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>293</xmin>
+            <ymin>214</ymin>
+            <xmax>350</xmax>
+            <ymax>243</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes52.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes52.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9da34215cef7902923db656e1af54edbac1633e3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes52.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes52.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>136</xmin>
+            <ymin>107</ymin>
+            <xmax>270</xmax>
+            <ymax>193</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes520.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes520.xml
new file mode 100644
index 0000000000000000000000000000000000000000..971e54a718f74fbce97f5d9453ab04252b8785af
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes520.xml
@@ -0,0 +1,258 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes520.png</filename>
+    <size>
+        <width>300</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>162</xmin>
+            <ymin>155</ymin>
+            <xmax>241</xmax>
+            <ymax>214</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>33</xmin>
+            <ymin>215</ymin>
+            <xmax>164</xmax>
+            <ymax>298</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>192</xmin>
+            <ymin>264</ymin>
+            <xmax>291</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>253</xmin>
+            <ymin>204</ymin>
+            <xmax>300</xmax>
+            <ymax>245</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>45</xmin>
+            <ymin>113</ymin>
+            <xmax>162</xmax>
+            <ymax>162</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>184</xmin>
+            <ymin>106</ymin>
+            <xmax>230</xmax>
+            <ymax>126</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>117</ymin>
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+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>285</xmin>
+            <ymin>146</ymin>
+            <xmax>300</xmax>
+            <ymax>164</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>166</xmin>
+            <ymin>48</ymin>
+            <xmax>212</xmax>
+            <ymax>64</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>117</xmin>
+            <ymin>75</ymin>
+            <xmax>174</xmax>
+            <ymax>94</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <difficult>0</difficult>
+        <bndbox>
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+            <ymax>72</ymax>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>59</ymin>
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+            <ymax>80</ymax>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>194</xmin>
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+            <ymax>44</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>157</xmin>
+            <ymin>27</ymin>
+            <xmax>197</xmax>
+            <ymax>39</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>66</xmin>
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+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>11</ymin>
+            <xmax>253</xmax>
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+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>151</xmin>
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+            <xmax>192</xmax>
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+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>198</xmin>
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+            <xmax>217</xmax>
+            <ymax>91</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>198</ymin>
+            <xmax>26</xmax>
+            <ymax>230</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes521.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes521.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d01ac46988556d003edda5b778d955723eb216a1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes521.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes521.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>338</xmin>
+            <ymin>94</ymin>
+            <xmax>496</xmax>
+            <ymax>154</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes522.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes522.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a4166e80bc638e3678af41a4b17ccffa2f9b1547
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes522.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes522.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>163</xmin>
+            <ymin>192</ymin>
+            <xmax>280</xmax>
+            <ymax>244</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>208</xmin>
+            <ymin>283</ymin>
+            <xmax>252</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes523.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes523.xml
new file mode 100644
index 0000000000000000000000000000000000000000..194feb191ec61e276386f2207e7e481c7cba0d6b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes523.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes523.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>181</xmin>
+            <ymin>75</ymin>
+            <xmax>227</xmax>
+            <ymax>96</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>175</xmin>
+            <ymin>147</ymin>
+            <xmax>352</xmax>
+            <ymax>299</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes524.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes524.xml
new file mode 100644
index 0000000000000000000000000000000000000000..aadf32111dfc219f851d264943983f3fa34289e4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes524.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes524.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>106</xmin>
+            <ymin>181</ymin>
+            <xmax>243</xmax>
+            <ymax>273</ymax>
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+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes525.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes525.xml
new file mode 100644
index 0000000000000000000000000000000000000000..243fb9d0b1cd01cf42527f99669516eb2a17d33f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes525.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes525.png</filename>
+    <size>
+        <width>400</width>
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+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>177</xmin>
+            <ymin>89</ymin>
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+            <ymax>132</ymax>
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+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>123</xmin>
+            <ymin>275</ymin>
+            <xmax>218</xmax>
+            <ymax>369</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>229</xmin>
+            <ymin>0</ymin>
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+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes526.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes526.xml
new file mode 100644
index 0000000000000000000000000000000000000000..299aa78f1b11c8c3d7c12ed7fb19a145df6188bf
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes526.xml
@@ -0,0 +1,102 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes526.png</filename>
+    <size>
+        <width>532</width>
+        <height>300</height>
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+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
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+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>182</xmin>
+            <ymin>163</ymin>
+            <xmax>269</xmax>
+            <ymax>191</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>108</xmin>
+            <ymin>150</ymin>
+            <xmax>183</xmax>
+            <ymax>170</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>43</xmin>
+            <ymin>126</ymin>
+            <xmax>131</xmax>
+            <ymax>147</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>15</xmin>
+            <ymin>212</ymin>
+            <xmax>204</xmax>
+            <ymax>253</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>150</xmin>
+            <ymin>254</ymin>
+            <xmax>257</xmax>
+            <ymax>297</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>324</xmin>
+            <ymin>232</ymin>
+            <xmax>409</xmax>
+            <ymax>252</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>132</xmin>
+            <ymin>129</ymin>
+            <xmax>231</xmax>
+            <ymax>145</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes527.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes527.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0c6294cfd3530fdae94dd3ad17ce591f93afbe6e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes527.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes527.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>113</xmin>
+            <ymin>102</ymin>
+            <xmax>268</xmax>
+            <ymax>168</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>90</xmin>
+            <ymin>81</ymin>
+            <xmax>135</xmax>
+            <ymax>101</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes528.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes528.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2888056e39dcf15117bab8b6a97e9d4184ad58e0
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes528.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes528.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>133</xmin>
+            <ymin>168</ymin>
+            <xmax>273</xmax>
+            <ymax>292</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>62</xmin>
+            <ymin>75</ymin>
+            <xmax>143</xmax>
+            <ymax>116</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes529.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes529.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e79fc3f818438213cfd13a002a186546bb55b1ec
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes529.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes529.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>159</xmin>
+            <ymin>162</ymin>
+            <xmax>233</xmax>
+            <ymax>222</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes53.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes53.xml
new file mode 100644
index 0000000000000000000000000000000000000000..92acd0bf75e98cec0c49953df9b2ffa30d2b0bb7
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes53.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes53.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>210</xmin>
+            <ymin>207</ymin>
+            <xmax>272</xmax>
+            <ymax>223</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>249</xmin>
+            <ymin>207</ymin>
+            <xmax>285</xmax>
+            <ymax>243</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>84</xmin>
+            <ymin>245</ymin>
+            <xmax>287</xmax>
+            <ymax>297</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>174</xmin>
+            <ymin>186</ymin>
+            <xmax>209</xmax>
+            <ymax>198</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>166</xmin>
+            <ymin>169</ymin>
+            <xmax>214</xmax>
+            <ymax>176</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes530.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes530.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0d2dbd3a0b9584ee29c16b4456c3d6ec19aac954
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes530.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes530.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>154</xmin>
+            <ymin>148</ymin>
+            <xmax>223</xmax>
+            <ymax>190</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes531.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes531.xml
new file mode 100644
index 0000000000000000000000000000000000000000..46699eafe69a65974f980a3d00e8b0b99187a6ce
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes531.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes531.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>152</xmin>
+            <ymin>193</ymin>
+            <xmax>201</xmax>
+            <ymax>223</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>315</xmin>
+            <ymin>212</ymin>
+            <xmax>355</xmax>
+            <ymax>233</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes532.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes532.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e9c9148c4677cedb802f23524e93e01cff443600
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes532.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes532.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>130</xmin>
+            <ymin>157</ymin>
+            <xmax>263</xmax>
+            <ymax>234</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes533.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes533.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2fa5aee4096687c2f7a863d89a3e66dfc7a6b15b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes533.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes533.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>120</xmin>
+            <ymin>155</ymin>
+            <xmax>311</xmax>
+            <ymax>223</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes534.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes534.xml
new file mode 100644
index 0000000000000000000000000000000000000000..37f3ea9f6bd7af1e303b984bc8bb414f723cf3d3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes534.xml
@@ -0,0 +1,102 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes534.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>132</xmin>
+            <ymin>158</ymin>
+            <xmax>288</xmax>
+            <ymax>188</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>201</xmin>
+            <ymin>128</ymin>
+            <xmax>290</xmax>
+            <ymax>144</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>243</xmin>
+            <ymin>110</ymin>
+            <xmax>272</xmax>
+            <ymax>119</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>322</xmin>
+            <ymin>108</ymin>
+            <xmax>381</xmax>
+            <ymax>129</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>379</xmin>
+            <ymin>147</ymin>
+            <xmax>450</xmax>
+            <ymax>184</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>226</ymin>
+            <xmax>149</xmax>
+            <ymax>282</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>302</xmin>
+            <ymin>75</ymin>
+            <xmax>317</xmax>
+            <ymax>85</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes535.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes535.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1a1cfcd4d057b5cbfe062152eeb0de64401e3b8f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes535.xml
@@ -0,0 +1,115 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes535.png</filename>
+    <size>
+        <width>400</width>
+        <height>184</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>59</xmin>
+            <ymin>50</ymin>
+            <xmax>193</xmax>
+            <ymax>121</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>194</xmin>
+            <ymin>90</ymin>
+            <xmax>338</xmax>
+            <ymax>183</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>295</xmin>
+            <ymin>74</ymin>
+            <xmax>320</xmax>
+            <ymax>93</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>274</xmin>
+            <ymin>44</ymin>
+            <xmax>307</xmax>
+            <ymax>63</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>246</xmin>
+            <ymin>52</ymin>
+            <xmax>283</xmax>
+            <ymax>79</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>217</xmin>
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+            <xmax>245</xmax>
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+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>169</xmin>
+            <ymin>4</ymin>
+            <xmax>207</xmax>
+            <ymax>13</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>119</xmin>
+            <ymin>10</ymin>
+            <xmax>140</xmax>
+            <ymax>22</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes536.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes536.xml
new file mode 100644
index 0000000000000000000000000000000000000000..09947cefeaed4909c60ed77b8bbef853f502f7ca
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes536.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes536.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>144</xmin>
+            <ymin>197</ymin>
+            <xmax>239</xmax>
+            <ymax>258</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>18</xmin>
+            <ymin>112</ymin>
+            <xmax>58</xmax>
+            <ymax>137</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes537.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes537.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5f54e23a6b47e5d98330411eb724e679b4d8832c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes537.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes537.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>145</xmin>
+            <ymin>175</ymin>
+            <xmax>252</xmax>
+            <ymax>232</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>7</xmin>
+            <ymin>229</ymin>
+            <xmax>91</xmax>
+            <ymax>273</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>0</xmin>
+            <ymin>191</ymin>
+            <xmax>43</xmax>
+            <ymax>227</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes538.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes538.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3a78465f23b9d451f3a0415247d1d811c77348d0
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes538.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes538.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>296</xmin>
+            <ymin>214</ymin>
+            <xmax>338</xmax>
+            <ymax>244</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>134</xmin>
+            <ymin>84</ymin>
+            <xmax>290</xmax>
+            <ymax>183</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>76</xmin>
+            <ymin>65</ymin>
+            <xmax>153</xmax>
+            <ymax>101</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>17</xmin>
+            <ymin>50</ymin>
+            <xmax>55</xmax>
+            <ymax>73</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>28</ymin>
+            <xmax>22</xmax>
+            <ymax>43</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes539.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes539.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0a6d789d21b7f9e62f8798d89653620442476203
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes539.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes539.png</filename>
+    <size>
+        <width>457</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>33</xmin>
+            <ymin>73</ymin>
+            <xmax>441</xmax>
+            <ymax>278</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes54.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes54.xml
new file mode 100644
index 0000000000000000000000000000000000000000..205933a20466de1794aa21c5d946b07300cb8d4c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes54.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes54.png</filename>
+    <size>
+        <width>300</width>
+        <height>533</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>129</ymin>
+            <xmax>300</xmax>
+            <ymax>364</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes540.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes540.xml
new file mode 100644
index 0000000000000000000000000000000000000000..830b944a60636e6ae6fa52168299cfe02c90c2cd
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes540.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes540.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>177</xmin>
+            <ymin>154</ymin>
+            <xmax>409</xmax>
+            <ymax>278</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes541.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes541.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b4c53ce03ce2e380bb227aebb07448c2648136a1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes541.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes541.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>81</xmin>
+            <ymin>133</ymin>
+            <xmax>355</xmax>
+            <ymax>299</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>236</xmin>
+            <ymin>102</ymin>
+            <xmax>280</xmax>
+            <ymax>131</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes542.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes542.xml
new file mode 100644
index 0000000000000000000000000000000000000000..783de9833427758dc612d0965589d5853a8102cf
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes542.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes542.png</filename>
+    <size>
+        <width>345</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>74</xmin>
+            <ymin>103</ymin>
+            <xmax>295</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>155</xmin>
+            <ymin>50</ymin>
+            <xmax>211</xmax>
+            <ymax>79</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>245</xmin>
+            <ymin>53</ymin>
+            <xmax>279</xmax>
+            <ymax>73</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>261</xmin>
+            <ymin>78</ymin>
+            <xmax>280</xmax>
+            <ymax>92</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes543.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes543.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e02f221e2df16f6bd1ceb9178b77bfbdc4dc18f6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes543.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes543.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>68</xmin>
+            <ymin>106</ymin>
+            <xmax>352</xmax>
+            <ymax>215</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes544.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes544.xml
new file mode 100644
index 0000000000000000000000000000000000000000..92e1f2d645cda6a68d7b689d9124a52605ef4ffb
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes544.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes544.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>214</xmin>
+            <ymin>177</ymin>
+            <xmax>289</xmax>
+            <ymax>197</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>271</xmin>
+            <ymin>157</ymin>
+            <xmax>298</xmax>
+            <ymax>166</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>116</xmin>
+            <ymin>219</ymin>
+            <xmax>258</xmax>
+            <ymax>298</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes545.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes545.xml
new file mode 100644
index 0000000000000000000000000000000000000000..03bf4f8f12606e1c353e393a225314f1b89d09f6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes545.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes545.png</filename>
+    <size>
+        <width>455</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>12</xmin>
+            <ymin>186</ymin>
+            <xmax>107</xmax>
+            <ymax>239</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>170</xmin>
+            <ymin>64</ymin>
+            <xmax>413</xmax>
+            <ymax>145</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>274</xmin>
+            <ymin>189</ymin>
+            <xmax>342</xmax>
+            <ymax>258</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes546.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes546.xml
new file mode 100644
index 0000000000000000000000000000000000000000..03c56f1045bb9e0159c782f6104ecc5d734af4e9
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes546.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes546.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>114</xmin>
+            <ymin>80</ymin>
+            <xmax>283</xmax>
+            <ymax>178</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes547.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes547.xml
new file mode 100644
index 0000000000000000000000000000000000000000..09ac4e6e0bc2b1bffa51794c4825ea47ad8f73b4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes547.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes547.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>118</xmin>
+            <ymin>201</ymin>
+            <xmax>244</xmax>
+            <ymax>237</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>268</xmin>
+            <ymin>202</ymin>
+            <xmax>342</xmax>
+            <ymax>245</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>382</xmin>
+            <ymin>216</ymin>
+            <xmax>440</xmax>
+            <ymax>253</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>318</xmin>
+            <ymin>83</ymin>
+            <xmax>335</xmax>
+            <ymax>94</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes548.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes548.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b2f125a4789d6f0196ef3b697de539df38846ff9
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes548.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes548.png</filename>
+    <size>
+        <width>400</width>
+        <height>200</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>224</xmin>
+            <ymin>152</ymin>
+            <xmax>344</xmax>
+            <ymax>188</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes549.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes549.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7e6b87986f71413c7f62bf4d89eebf8af954b8a5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes549.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes549.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>199</xmin>
+            <ymin>163</ymin>
+            <xmax>235</xmax>
+            <ymax>185</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>174</xmin>
+            <ymin>140</ymin>
+            <xmax>229</xmax>
+            <ymax>162</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>168</xmin>
+            <ymin>118</ymin>
+            <xmax>222</xmax>
+            <ymax>140</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes55.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes55.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8f2d7d01bdd26919a371712c17d265aef78d00eb
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes55.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes55.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>125</xmin>
+            <ymin>173</ymin>
+            <xmax>270</xmax>
+            <ymax>248</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes550.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes550.xml
new file mode 100644
index 0000000000000000000000000000000000000000..61623d4c3e61fa0933deb77ef1302289a56eb087
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes550.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes550.png</filename>
+    <size>
+        <width>402</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>146</xmin>
+            <ymin>101</ymin>
+            <xmax>360</xmax>
+            <ymax>259</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>34</xmin>
+            <ymin>54</ymin>
+            <xmax>151</xmax>
+            <ymax>118</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes551.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes551.xml
new file mode 100644
index 0000000000000000000000000000000000000000..807c21ee09c92183874ac94ca9113490e0a43a2a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes551.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes551.png</filename>
+    <size>
+        <width>300</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>60</xmin>
+            <ymin>30</ymin>
+            <xmax>247</xmax>
+            <ymax>328</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes552.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes552.xml
new file mode 100644
index 0000000000000000000000000000000000000000..671e2845da87a3aa651fcdb938c30d4b923aebc6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes552.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes552.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>164</xmin>
+            <ymin>139</ymin>
+            <xmax>254</xmax>
+            <ymax>260</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>114</xmin>
+            <ymin>123</ymin>
+            <xmax>167</xmax>
+            <ymax>213</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>53</xmin>
+            <ymin>133</ymin>
+            <xmax>120</xmax>
+            <ymax>209</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>153</xmin>
+            <ymin>15</ymin>
+            <xmax>212</xmax>
+            <ymax>78</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>319</xmin>
+            <ymin>33</ymin>
+            <xmax>374</xmax>
+            <ymax>70</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes553.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes553.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7da8726bc4ab8e0542296c9898393b9807502f78
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes553.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes553.png</filename>
+    <size>
+        <width>534</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>94</xmin>
+            <ymin>51</ymin>
+            <xmax>414</xmax>
+            <ymax>267</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes554.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes554.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d65531c4e7dd044a9269aae23edce9786f0b249f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes554.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes554.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>160</xmin>
+            <ymin>178</ymin>
+            <xmax>242</xmax>
+            <ymax>229</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes555.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes555.xml
new file mode 100644
index 0000000000000000000000000000000000000000..084fb99b3285e27892d2ccde8d56f7bf847a1fb5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes555.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes555.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>150</xmin>
+            <ymin>150</ymin>
+            <xmax>269</xmax>
+            <ymax>228</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes556.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes556.xml
new file mode 100644
index 0000000000000000000000000000000000000000..aafb9e44da7c188d2eeb722fb9adde2cdcda9bf6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes556.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes556.png</filename>
+    <size>
+        <width>464</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>143</xmin>
+            <ymin>57</ymin>
+            <xmax>191</xmax>
+            <ymax>68</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>100</xmin>
+            <ymin>232</ymin>
+            <xmax>157</xmax>
+            <ymax>255</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes557.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes557.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b34c070711ac65c564fba3939ec87cba9f55014a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes557.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes557.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>68</xmin>
+            <ymin>176</ymin>
+            <xmax>229</xmax>
+            <ymax>252</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>245</xmin>
+            <ymin>147</ymin>
+            <xmax>380</xmax>
+            <ymax>214</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes558.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes558.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b83ca17086615d3a3254f2985d924a92e0cadb6c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes558.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes558.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>154</xmin>
+            <ymin>164</ymin>
+            <xmax>231</xmax>
+            <ymax>221</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes559.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes559.xml
new file mode 100644
index 0000000000000000000000000000000000000000..453b15cb880e091711180844ab9b9bfc5547483e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes559.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes559.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>172</xmin>
+            <ymin>157</ymin>
+            <xmax>247</xmax>
+            <ymax>225</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>203</xmin>
+            <ymin>237</ymin>
+            <xmax>240</xmax>
+            <ymax>262</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes56.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes56.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9fa00c458fd70117da162bdc061dbeb2cf7c157e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes56.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes56.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>169</xmin>
+            <ymin>169</ymin>
+            <xmax>243</xmax>
+            <ymax>227</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>235</xmin>
+            <ymin>321</ymin>
+            <xmax>268</xmax>
+            <ymax>345</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>125</xmin>
+            <ymin>113</ymin>
+            <xmax>193</xmax>
+            <ymax>160</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes560.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes560.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3c800b3609d791dc8b216bf19143d70292e7f230
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes560.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes560.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>173</xmin>
+            <ymin>179</ymin>
+            <xmax>231</xmax>
+            <ymax>210</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes561.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes561.xml
new file mode 100644
index 0000000000000000000000000000000000000000..cba4b782de4c3b33c1109372a44f30e15e7460af
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes561.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes561.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>97</xmin>
+            <ymin>168</ymin>
+            <xmax>239</xmax>
+            <ymax>220</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>217</xmin>
+            <ymin>220</ymin>
+            <xmax>272</xmax>
+            <ymax>260</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes562.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes562.xml
new file mode 100644
index 0000000000000000000000000000000000000000..234347ca5de2d3cda0659f12054968805c4d1981
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes562.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes562.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>158</xmin>
+            <ymin>124</ymin>
+            <xmax>242</xmax>
+            <ymax>146</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>151</xmin>
+            <ymin>156</ymin>
+            <xmax>278</xmax>
+            <ymax>190</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes563.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes563.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f10ad31e496e3fb2448a865b88ee7680bf44972c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes563.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes563.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>150</xmin>
+            <ymin>139</ymin>
+            <xmax>262</xmax>
+            <ymax>224</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>212</xmin>
+            <ymin>115</ymin>
+            <xmax>247</xmax>
+            <ymax>138</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes564.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes564.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0c5a05de8df937cb505c73b41ce780153e658a91
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes564.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes564.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>135</xmin>
+            <ymin>135</ymin>
+            <xmax>312</xmax>
+            <ymax>200</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes565.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes565.xml
new file mode 100644
index 0000000000000000000000000000000000000000..174389031b12bc82aaadb4fc6d411c95bc980386
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes565.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes565.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>168</xmin>
+            <ymin>140</ymin>
+            <xmax>376</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes566.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes566.xml
new file mode 100644
index 0000000000000000000000000000000000000000..de66ab553589f8483c40ec5f0ec8b9e4ea70e1d9
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes566.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes566.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>114</xmin>
+            <ymin>114</ymin>
+            <xmax>263</xmax>
+            <ymax>185</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>15</xmin>
+            <ymin>300</ymin>
+            <xmax>400</xmax>
+            <ymax>400</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes567.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes567.xml
new file mode 100644
index 0000000000000000000000000000000000000000..af214d4a687f580ea5cc4c2b42bf0747b2e31702
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes567.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes567.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>62</ymin>
+            <xmax>450</xmax>
+            <ymax>280</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes568.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes568.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6dc88b5c4f060fd092b2e42de47eb78f42171354
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes568.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes568.png</filename>
+    <size>
+        <width>481</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>29</xmin>
+            <ymin>24</ymin>
+            <xmax>422</xmax>
+            <ymax>276</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes569.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes569.xml
new file mode 100644
index 0000000000000000000000000000000000000000..fb9e544b326f718d17f736a7201272bec45b5057
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes569.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes569.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>28</ymin>
+            <xmax>396</xmax>
+            <ymax>252</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes57.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes57.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5361df18a1548fbcca685783bc5f5cc7bf585659
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes57.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes57.png</filename>
+    <size>
+        <width>400</width>
+        <height>176</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>19</xmin>
+            <ymin>24</ymin>
+            <xmax>355</xmax>
+            <ymax>175</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes570.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes570.xml
new file mode 100644
index 0000000000000000000000000000000000000000..deec0c764f8b3571f7903c521470b9c60b289ff8
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes570.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes570.png</filename>
+    <size>
+        <width>336</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>90</xmin>
+            <ymin>154</ymin>
+            <xmax>184</xmax>
+            <ymax>200</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>154</xmin>
+            <ymin>30</ymin>
+            <xmax>171</xmax>
+            <ymax>38</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>123</xmin>
+            <ymin>29</ymin>
+            <xmax>142</xmax>
+            <ymax>34</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes571.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes571.xml
new file mode 100644
index 0000000000000000000000000000000000000000..12786b47c000bd256a2dd0d363df2047ca3f0a7f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes571.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes571.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>156</ymin>
+            <xmax>400</xmax>
+            <ymax>284</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes572.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes572.xml
new file mode 100644
index 0000000000000000000000000000000000000000..481d8d70a04a05ebf7b55d81412a571f6b862680
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes572.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes572.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>182</xmin>
+            <ymin>175</ymin>
+            <xmax>243</xmax>
+            <ymax>238</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes573.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes573.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7a88b4e3632912cd20d4ff497455a6488e5c6617
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes573.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes573.png</filename>
+    <size>
+        <width>400</width>
+        <height>178</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>140</xmin>
+            <ymin>61</ymin>
+            <xmax>311</xmax>
+            <ymax>117</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>79</ymin>
+            <xmax>80</xmax>
+            <ymax>115</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes574.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes574.xml
new file mode 100644
index 0000000000000000000000000000000000000000..21364d00e71309e5b747f337ed49139d9c3a7c77
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes574.xml
@@ -0,0 +1,102 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes574.png</filename>
+    <size>
+        <width>527</width>
+        <height>300</height>
+        <depth>3</depth>
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+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>314</xmin>
+            <ymin>157</ymin>
+            <xmax>361</xmax>
+            <ymax>176</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>436</xmin>
+            <ymin>195</ymin>
+            <xmax>526</xmax>
+            <ymax>221</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>398</xmin>
+            <ymin>160</ymin>
+            <xmax>434</xmax>
+            <ymax>182</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>368</xmin>
+            <ymin>127</ymin>
+            <xmax>390</xmax>
+            <ymax>140</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>291</xmin>
+            <ymin>107</ymin>
+            <xmax>328</xmax>
+            <ymax>120</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>328</xmin>
+            <ymin>202</ymin>
+            <xmax>372</xmax>
+            <ymax>223</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>341</xmin>
+            <ymin>114</ymin>
+            <xmax>368</xmax>
+            <ymax>121</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes575.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes575.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9ef57485007cc0756f04dd5991b24acff6fca2f8
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes575.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes575.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>140</xmin>
+            <ymin>107</ymin>
+            <xmax>283</xmax>
+            <ymax>221</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>119</xmin>
+            <ymin>122</ymin>
+            <xmax>185</xmax>
+            <ymax>168</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>87</xmin>
+            <ymin>209</ymin>
+            <xmax>123</xmax>
+            <ymax>233</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>0</xmin>
+            <ymin>313</ymin>
+            <xmax>57</xmax>
+            <ymax>368</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>383</xmin>
+            <ymin>229</ymin>
+            <xmax>400</xmax>
+            <ymax>278</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes576.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes576.xml
new file mode 100644
index 0000000000000000000000000000000000000000..25c31a1b0b603e03f58a1c1586f4e66d12dcf4d6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes576.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes576.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>142</xmin>
+            <ymin>139</ymin>
+            <xmax>254</xmax>
+            <ymax>198</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>254</xmin>
+            <ymin>160</ymin>
+            <xmax>303</xmax>
+            <ymax>195</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes577.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes577.xml
new file mode 100644
index 0000000000000000000000000000000000000000..17f05742e0e7f3a0b65b3e60ce5c8e7d33cb5ca3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes577.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes577.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>117</xmin>
+            <ymin>185</ymin>
+            <xmax>254</xmax>
+            <ymax>265</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes578.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes578.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0d29bcf53c1df1f1953243f972a247b79e58b43c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes578.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes578.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>139</xmin>
+            <ymin>165</ymin>
+            <xmax>224</xmax>
+            <ymax>232</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>54</xmin>
+            <ymin>74</ymin>
+            <xmax>123</xmax>
+            <ymax>107</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>268</xmin>
+            <ymin>4</ymin>
+            <xmax>298</xmax>
+            <ymax>25</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes579.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes579.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e69ad7b244f325e19256c3940fdbbc7385ad5d9e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes579.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes579.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>153</xmin>
+            <ymin>168</ymin>
+            <xmax>273</xmax>
+            <ymax>232</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>262</xmin>
+            <ymin>112</ymin>
+            <xmax>298</xmax>
+            <ymax>133</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>168</xmin>
+            <ymin>128</ymin>
+            <xmax>257</xmax>
+            <ymax>170</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes58.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes58.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a92a97db02070a38a565756214f22e7adb46b795
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes58.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes58.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>150</xmin>
+            <ymin>138</ymin>
+            <xmax>261</xmax>
+            <ymax>184</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>84</xmin>
+            <ymin>79</ymin>
+            <xmax>158</xmax>
+            <ymax>97</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>273</xmin>
+            <ymin>164</ymin>
+            <xmax>273</xmax>
+            <ymax>165</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes580.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes580.xml
new file mode 100644
index 0000000000000000000000000000000000000000..713d0d00f7ad88143ff9b42be2cf2599c716615a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes580.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes580.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>159</xmin>
+            <ymin>160</ymin>
+            <xmax>247</xmax>
+            <ymax>246</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>0</xmin>
+            <ymin>120</ymin>
+            <xmax>55</xmax>
+            <ymax>173</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>232</xmin>
+            <ymin>360</ymin>
+            <xmax>307</xmax>
+            <ymax>400</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes581.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes581.xml
new file mode 100644
index 0000000000000000000000000000000000000000..2f031b4d7a6192654837f9eb69f48ead0720fa96
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes581.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes581.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>86</xmin>
+            <ymin>144</ymin>
+            <xmax>259</xmax>
+            <ymax>233</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes582.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes582.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f85cf023a8eac616453102a5ac13d9f3e454317f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes582.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes582.png</filename>
+    <size>
+        <width>399</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>57</xmin>
+            <ymin>74</ymin>
+            <xmax>367</xmax>
+            <ymax>184</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes583.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes583.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5f39fddb1a7e0cd8f233653fd0ce7dc0d343241e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes583.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes583.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>234</xmin>
+            <ymin>138</ymin>
+            <xmax>324</xmax>
+            <ymax>210</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>227</xmin>
+            <ymin>264</ymin>
+            <xmax>297</xmax>
+            <ymax>338</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>138</xmin>
+            <ymin>184</ymin>
+            <xmax>172</xmax>
+            <ymax>219</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes584.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes584.xml
new file mode 100644
index 0000000000000000000000000000000000000000..881f53712d6aeb1ebb2d552c22488fc12e85ec29
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes584.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes584.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>223</xmin>
+            <ymin>247</ymin>
+            <xmax>280</xmax>
+            <ymax>291</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>158</xmin>
+            <ymin>200</ymin>
+            <xmax>238</xmax>
+            <ymax>258</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>115</xmin>
+            <ymin>163</ymin>
+            <xmax>181</xmax>
+            <ymax>212</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>0</xmin>
+            <ymin>94</ymin>
+            <xmax>79</xmax>
+            <ymax>156</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes585.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes585.xml
new file mode 100644
index 0000000000000000000000000000000000000000..fc95e9ca946b924c8415e4f39df74f3052c2fdff
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes585.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes585.png</filename>
+    <size>
+        <width>600</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>85</xmin>
+            <ymin>198</ymin>
+            <xmax>214</xmax>
+            <ymax>252</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>383</xmin>
+            <ymin>231</ymin>
+            <xmax>482</xmax>
+            <ymax>262</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes586.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes586.xml
new file mode 100644
index 0000000000000000000000000000000000000000..42c5697d8b208da97f4b2a0792d1df1bbf499620
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes586.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes586.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>150</ymin>
+            <xmax>139</xmax>
+            <ymax>235</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>131</xmin>
+            <ymin>2</ymin>
+            <xmax>433</xmax>
+            <ymax>138</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes587.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes587.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7c887b63bf679c09ac7f767938c8abf2ab004071
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes587.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes587.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>54</xmin>
+            <ymin>39</ymin>
+            <xmax>393</xmax>
+            <ymax>242</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes588.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes588.xml
new file mode 100644
index 0000000000000000000000000000000000000000..63c225e062959081f3487c8588c624a2cb7ebf06
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes588.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes588.png</filename>
+    <size>
+        <width>451</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>161</ymin>
+            <xmax>154</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>208</xmin>
+            <ymin>14</ymin>
+            <xmax>344</xmax>
+            <ymax>201</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes589.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes589.xml
new file mode 100644
index 0000000000000000000000000000000000000000..85e4fd63dd02ccde318a05669e05a6cdda4807ac
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes589.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes589.png</filename>
+    <size>
+        <width>453</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>100</xmin>
+            <ymin>126</ymin>
+            <xmax>350</xmax>
+            <ymax>213</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes59.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes59.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6c3a9a065a3e829c981a059622c2362a4f4af177
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes59.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes59.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>104</xmin>
+            <ymin>133</ymin>
+            <xmax>348</xmax>
+            <ymax>263</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes590.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes590.xml
new file mode 100644
index 0000000000000000000000000000000000000000..952b3ff0551fb262065a11a5365e8a0c6e8be9e3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes590.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes590.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>92</xmin>
+            <ymin>176</ymin>
+            <xmax>177</xmax>
+            <ymax>206</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>119</xmin>
+            <ymin>197</ymin>
+            <xmax>435</xmax>
+            <ymax>255</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>273</xmin>
+            <ymin>256</ymin>
+            <xmax>533</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>110</xmin>
+            <ymin>281</ymin>
+            <xmax>204</xmax>
+            <ymax>299</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes591.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes591.xml
new file mode 100644
index 0000000000000000000000000000000000000000..dc5bafbfa55f4647a9f26a48d76ae8aec99cc611
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes591.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes591.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>89</xmin>
+            <ymin>201</ymin>
+            <xmax>223</xmax>
+            <ymax>250</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>230</xmin>
+            <ymin>165</ymin>
+            <xmax>386</xmax>
+            <ymax>195</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes592.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes592.xml
new file mode 100644
index 0000000000000000000000000000000000000000..729d28994e9ff41738e389678741181e880f3e5f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes592.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes592.png</filename>
+    <size>
+        <width>540</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>139</ymin>
+            <xmax>540</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes593.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes593.xml
new file mode 100644
index 0000000000000000000000000000000000000000..663a302f71f450a47db27b8bc691dd223c792a57
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes593.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes593.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>49</xmin>
+            <ymin>93</ymin>
+            <xmax>468</xmax>
+            <ymax>245</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes594.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes594.xml
new file mode 100644
index 0000000000000000000000000000000000000000..cd6e0bbbd0812dfff4e5b8ab42564fb2a98dd177
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes594.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes594.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>143</ymin>
+            <xmax>375</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes595.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes595.xml
new file mode 100644
index 0000000000000000000000000000000000000000..805c7e6dfc3045b01650ddc8d13666ec5632fbed
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes595.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes595.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>85</xmin>
+            <ymin>216</ymin>
+            <xmax>226</xmax>
+            <ymax>287</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes596.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes596.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3ac9d7a1446f04fc610fc1370b04d9ce531a2ecb
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes596.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes596.png</filename>
+    <size>
+        <width>451</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>225</xmin>
+            <ymin>230</ymin>
+            <xmax>371</xmax>
+            <ymax>277</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>128</xmin>
+            <ymin>51</ymin>
+            <xmax>170</xmax>
+            <ymax>63</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes597.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes597.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3e9c20c9fc2a90bf54f91a2f14d1edcf5ae22be5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes597.xml
@@ -0,0 +1,102 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes597.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>33</xmin>
+            <ymin>145</ymin>
+            <xmax>88</xmax>
+            <ymax>159</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>164</ymin>
+            <xmax>43</xmax>
+            <ymax>187</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>227</ymin>
+            <xmax>90</xmax>
+            <ymax>257</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>150</xmin>
+            <ymin>158</ymin>
+            <xmax>238</xmax>
+            <ymax>193</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>276</xmin>
+            <ymin>117</ymin>
+            <xmax>338</xmax>
+            <ymax>139</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>257</xmin>
+            <ymin>95</ymin>
+            <xmax>291</xmax>
+            <ymax>103</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>85</ymin>
+            <xmax>39</xmax>
+            <ymax>101</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes598.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes598.xml
new file mode 100644
index 0000000000000000000000000000000000000000..01a5fd7acbecc6a0a02516ff039ad959d2c9efe6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes598.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes598.png</filename>
+    <size>
+        <width>300</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>57</xmin>
+            <ymin>126</ymin>
+            <xmax>254</xmax>
+            <ymax>309</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes599.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes599.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b3135e82706bcc926382e78dbd83cff0e9de9a6e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes599.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes599.png</filename>
+    <size>
+        <width>451</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>218</xmin>
+            <ymin>146</ymin>
+            <xmax>248</xmax>
+            <ymax>157</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>29</xmin>
+            <ymin>210</ymin>
+            <xmax>114</xmax>
+            <ymax>253</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>162</xmin>
+            <ymin>221</ymin>
+            <xmax>267</xmax>
+            <ymax>263</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes6.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes6.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9d7686edec80676c9e4e49c0a65ce0e0e2e64168
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes6.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes6.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>120</xmin>
+            <ymin>126</ymin>
+            <xmax>250</xmax>
+            <ymax>234</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes60.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes60.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ddae6880bfc93e19b3a209ac0a4cedc40a871a4d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes60.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes60.png</filename>
+    <size>
+        <width>449</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>150</xmin>
+            <ymin>81</ymin>
+            <xmax>258</xmax>
+            <ymax>210</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes600.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes600.xml
new file mode 100644
index 0000000000000000000000000000000000000000..cf5318cd3b6e669ef1902913f19ca94433b1b577
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes600.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes600.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>169</xmin>
+            <ymin>190</ymin>
+            <xmax>281</xmax>
+            <ymax>272</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>92</xmin>
+            <ymin>42</ymin>
+            <xmax>234</xmax>
+            <ymax>105</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes601.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes601.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c7fc8f832e6cdca3299987d3fb968c565147aea1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes601.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes601.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>114</xmin>
+            <ymin>101</ymin>
+            <xmax>310</xmax>
+            <ymax>157</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>414</xmin>
+            <ymin>76</ymin>
+            <xmax>450</xmax>
+            <ymax>90</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes602.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes602.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e76649589097a365f10daf649cf6812351a9c4ae
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes602.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes602.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>41</xmin>
+            <ymin>227</ymin>
+            <xmax>132</xmax>
+            <ymax>256</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes603.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes603.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c429eb0438aff74a7f29935fd8eb4cd45a3dfa2f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes603.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes603.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>53</xmin>
+            <ymin>135</ymin>
+            <xmax>300</xmax>
+            <ymax>357</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes604.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes604.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e1adcdf4d37022aa68bb73afe9bbf8cd8840687a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes604.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes604.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>135</xmin>
+            <ymin>146</ymin>
+            <xmax>264</xmax>
+            <ymax>199</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>44</xmin>
+            <ymin>53</ymin>
+            <xmax>82</xmax>
+            <ymax>78</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes605.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes605.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5f054d10c83b56723b8453f4cc196ee8fb63a8d6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes605.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes605.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>98</xmin>
+            <ymin>125</ymin>
+            <xmax>272</xmax>
+            <ymax>259</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes606.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes606.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c30f5cd9056b84c1bccf3f219bd61cc7049fd24e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes606.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes606.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>188</xmin>
+            <ymin>193</ymin>
+            <xmax>270</xmax>
+            <ymax>247</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>255</xmin>
+            <ymin>178</ymin>
+            <xmax>300</xmax>
+            <ymax>209</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>114</xmin>
+            <ymin>223</ymin>
+            <xmax>203</xmax>
+            <ymax>292</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes607.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes607.xml
new file mode 100644
index 0000000000000000000000000000000000000000..fa48fe1b5c2cadf06147857a8c8f0025c8e80175
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes607.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes607.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>122</xmin>
+            <ymin>132</ymin>
+            <xmax>290</xmax>
+            <ymax>229</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>139</xmin>
+            <ymin>254</ymin>
+            <xmax>237</xmax>
+            <ymax>315</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes608.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes608.xml
new file mode 100644
index 0000000000000000000000000000000000000000..573cc38ab2927ee245661d76f4e688ba0d2ae6ff
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes608.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes608.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>130</xmin>
+            <ymin>199</ymin>
+            <xmax>274</xmax>
+            <ymax>280</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes609.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes609.xml
new file mode 100644
index 0000000000000000000000000000000000000000..cef00b37242c8fe6a1cb06c02deee715cec9b638
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes609.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes609.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>162</xmin>
+            <ymin>182</ymin>
+            <xmax>242</xmax>
+            <ymax>247</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>355</xmin>
+            <ymin>301</ymin>
+            <xmax>400</xmax>
+            <ymax>328</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes61.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes61.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e0b741eabbdccc6948f8c3c2217f234b64ba2f39
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes61.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes61.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>155</xmin>
+            <ymin>189</ymin>
+            <xmax>466</xmax>
+            <ymax>239</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes610.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes610.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d03b166a67a46f81eb88ea1bfc5e384cfe5edeea
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes610.xml
@@ -0,0 +1,102 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes610.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>110</xmin>
+            <ymin>128</ymin>
+            <xmax>222</xmax>
+            <ymax>182</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>41</xmin>
+            <ymin>135</ymin>
+            <xmax>110</xmax>
+            <ymax>190</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>17</xmin>
+            <ymin>210</ymin>
+            <xmax>70</xmax>
+            <ymax>246</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>289</xmin>
+            <ymin>75</ymin>
+            <xmax>368</xmax>
+            <ymax>110</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>260</xmin>
+            <ymin>119</ymin>
+            <xmax>346</xmax>
+            <ymax>164</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>269</xmin>
+            <ymin>170</ymin>
+            <xmax>362</xmax>
+            <ymax>222</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>267</xmin>
+            <ymin>286</ymin>
+            <xmax>319</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes611.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes611.xml
new file mode 100644
index 0000000000000000000000000000000000000000..85e20def41b1314b961073239081b27e204eaf45
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes611.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes611.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>138</xmin>
+            <ymin>129</ymin>
+            <xmax>228</xmax>
+            <ymax>195</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>14</xmin>
+            <ymin>76</ymin>
+            <xmax>78</xmax>
+            <ymax>118</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>155</xmin>
+            <ymin>235</ymin>
+            <xmax>278</xmax>
+            <ymax>344</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes612.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes612.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f9b30afa1e57bb0920d00d00bc523bbfab7a178e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes612.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes612.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>142</xmin>
+            <ymin>124</ymin>
+            <xmax>248</xmax>
+            <ymax>277</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes613.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes613.xml
new file mode 100644
index 0000000000000000000000000000000000000000..91e63a396ea1793e72ec5c93bebda7f983f19438
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes613.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes613.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>105</xmin>
+            <ymin>164</ymin>
+            <xmax>342</xmax>
+            <ymax>257</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>220</xmin>
+            <ymin>153</ymin>
+            <xmax>297</xmax>
+            <ymax>177</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes614.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes614.xml
new file mode 100644
index 0000000000000000000000000000000000000000..36cf8e8cd4e3a0de303b60de7db9c70dfdff4cba
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes614.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes614.png</filename>
+    <size>
+        <width>449</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>102</xmin>
+            <ymin>61</ymin>
+            <xmax>378</xmax>
+            <ymax>260</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes615.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes615.xml
new file mode 100644
index 0000000000000000000000000000000000000000..838c6e3677ad2bb83d47c37bcfcafd0459440f9c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes615.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes615.png</filename>
+    <size>
+        <width>521</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>172</xmin>
+            <ymin>184</ymin>
+            <xmax>356</xmax>
+            <ymax>255</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>293</xmin>
+            <ymin>153</ymin>
+            <xmax>486</xmax>
+            <ymax>189</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>369</xmin>
+            <ymin>124</ymin>
+            <xmax>521</xmax>
+            <ymax>161</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes616.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes616.xml
new file mode 100644
index 0000000000000000000000000000000000000000..360c18302e1d10824e1fe8f332f8e62523d002fd
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes616.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes616.png</filename>
+    <size>
+        <width>503</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>78</xmin>
+            <ymin>184</ymin>
+            <xmax>240</xmax>
+            <ymax>254</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>315</xmin>
+            <ymin>182</ymin>
+            <xmax>360</xmax>
+            <ymax>200</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes617.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes617.xml
new file mode 100644
index 0000000000000000000000000000000000000000..cc069afe4ea91d5cc52be79cd4cf6604e4e93594
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes617.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes617.png</filename>
+    <size>
+        <width>540</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>129</xmin>
+            <ymin>99</ymin>
+            <xmax>368</xmax>
+            <ymax>165</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>83</xmin>
+            <ymin>181</ymin>
+            <xmax>446</xmax>
+            <ymax>294</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes618.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes618.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d5acc679f50aa8766cbb14e891793bfa47fce9f2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes618.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes618.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>122</xmin>
+            <ymin>91</ymin>
+            <xmax>296</xmax>
+            <ymax>136</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>44</xmin>
+            <ymin>96</ymin>
+            <xmax>103</xmax>
+            <ymax>113</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>80</xmin>
+            <ymin>23</ymin>
+            <xmax>218</xmax>
+            <ymax>75</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>188</xmin>
+            <ymin>8</ymin>
+            <xmax>263</xmax>
+            <ymax>21</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>198</ymin>
+            <xmax>383</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes619.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes619.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e0a91859d4e7d2500f2f7e3bd23ae5063ef34bd0
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes619.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes619.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>160</xmin>
+            <ymin>88</ymin>
+            <xmax>248</xmax>
+            <ymax>164</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>231</xmin>
+            <ymin>205</ymin>
+            <xmax>297</xmax>
+            <ymax>284</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>151</xmin>
+            <ymin>243</ymin>
+            <xmax>233</xmax>
+            <ymax>325</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes62.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes62.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c9333a79f60495935f0ca987efa3b2b0af604f29
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes62.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes62.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>52</xmin>
+            <ymin>68</ymin>
+            <xmax>486</xmax>
+            <ymax>189</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>41</xmin>
+            <ymin>220</ymin>
+            <xmax>211</xmax>
+            <ymax>288</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes620.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes620.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c9e01d13741b78cd4627b37fea806c7baed11fd8
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes620.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes620.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>166</xmin>
+            <ymin>180</ymin>
+            <xmax>228</xmax>
+            <ymax>224</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes621.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes621.xml
new file mode 100644
index 0000000000000000000000000000000000000000..be94989067f38a54bf9aa4325df7ea820b6d46e6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes621.xml
@@ -0,0 +1,232 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes621.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>88</xmin>
+            <ymin>99</ymin>
+            <xmax>245</xmax>
+            <ymax>191</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>211</ymin>
+            <xmax>123</xmax>
+            <ymax>275</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>282</xmin>
+            <ymin>137</ymin>
+            <xmax>382</xmax>
+            <ymax>174</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>283</xmin>
+            <ymin>171</ymin>
+            <xmax>383</xmax>
+            <ymax>211</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>275</xmin>
+            <ymin>206</ymin>
+            <xmax>362</xmax>
+            <ymax>282</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>226</xmin>
+            <ymin>96</ymin>
+            <xmax>331</xmax>
+            <ymax>133</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>236</xmin>
+            <ymin>75</ymin>
+            <xmax>298</xmax>
+            <ymax>92</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>118</xmin>
+            <ymin>40</ymin>
+            <xmax>187</xmax>
+            <ymax>61</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>196</xmin>
+            <ymin>48</ymin>
+            <xmax>266</xmax>
+            <ymax>71</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>269</xmin>
+            <ymin>35</ymin>
+            <xmax>324</xmax>
+            <ymax>62</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>243</xmin>
+            <ymin>22</ymin>
+            <xmax>285</xmax>
+            <ymax>37</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>197</xmin>
+            <ymin>16</ymin>
+            <xmax>244</xmax>
+            <ymax>28</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>153</xmin>
+            <ymin>23</ymin>
+            <xmax>200</xmax>
+            <ymax>36</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>88</xmin>
+            <ymin>30</ymin>
+            <xmax>122</xmax>
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+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>105</xmin>
+            <ymin>17</ymin>
+            <xmax>130</xmax>
+            <ymax>23</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>114</xmin>
+            <ymin>5</ymin>
+            <xmax>137</xmax>
+            <ymax>11</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>141</xmin>
+            <ymin>9</ymin>
+            <xmax>165</xmax>
+            <ymax>17</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes622.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes622.xml
new file mode 100644
index 0000000000000000000000000000000000000000..7808fe32a64dc894be58e7a8f2351fab31c744e6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes622.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes622.png</filename>
+    <size>
+        <width>464</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>210</xmin>
+            <ymin>194</ymin>
+            <xmax>367</xmax>
+            <ymax>251</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes623.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes623.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f3a32e6334b86e00de80875384a0243fb55d6b1b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes623.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes623.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>108</xmin>
+            <ymin>139</ymin>
+            <xmax>258</xmax>
+            <ymax>236</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>242</xmin>
+            <ymin>349</ymin>
+            <xmax>335</xmax>
+            <ymax>392</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes624.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes624.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9c967b45142be04444468e25871673020c2f068d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes624.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes624.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>281</xmin>
+            <ymin>25</ymin>
+            <xmax>325</xmax>
+            <ymax>57</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>130</xmin>
+            <ymin>135</ymin>
+            <xmax>274</xmax>
+            <ymax>237</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>304</xmin>
+            <ymin>152</ymin>
+            <xmax>400</xmax>
+            <ymax>219</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>363</xmin>
+            <ymin>192</ymin>
+            <xmax>400</xmax>
+            <ymax>234</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes625.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes625.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6d0e832f8352e5f3687f94622db615c032222e6d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes625.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes625.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>89</xmin>
+            <ymin>157</ymin>
+            <xmax>211</xmax>
+            <ymax>250</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>248</xmin>
+            <ymin>94</ymin>
+            <xmax>346</xmax>
+            <ymax>178</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>307</xmin>
+            <ymin>0</ymin>
+            <xmax>392</xmax>
+            <ymax>27</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes626.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes626.xml
new file mode 100644
index 0000000000000000000000000000000000000000..eadacdbe7b2c3cc0778a539b9c92b59a67fb6977
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes626.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes626.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>132</xmin>
+            <ymin>181</ymin>
+            <xmax>264</xmax>
+            <ymax>287</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>139</xmin>
+            <ymin>46</ymin>
+            <xmax>225</xmax>
+            <ymax>77</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes627.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes627.xml
new file mode 100644
index 0000000000000000000000000000000000000000..b781aff912ee5b96e173a00184cec0fa128b2cdd
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes627.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes627.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>162</xmin>
+            <ymin>185</ymin>
+            <xmax>259</xmax>
+            <ymax>253</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes628.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes628.xml
new file mode 100644
index 0000000000000000000000000000000000000000..cbd35f78c173e8b23d1f21190022e6d2489d38ab
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes628.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes628.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>65</xmin>
+            <ymin>82</ymin>
+            <xmax>154</xmax>
+            <ymax>122</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>102</xmin>
+            <ymin>148</ymin>
+            <xmax>243</xmax>
+            <ymax>268</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes629.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes629.xml
new file mode 100644
index 0000000000000000000000000000000000000000..88316004360affaa8ddbe51082b651dd0fbd93c4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes629.xml
@@ -0,0 +1,102 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes629.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>116</xmin>
+            <ymin>137</ymin>
+            <xmax>185</xmax>
+            <ymax>202</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>213</xmin>
+            <ymin>224</ymin>
+            <xmax>328</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>310</xmin>
+            <ymin>180</ymin>
+            <xmax>345</xmax>
+            <ymax>219</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>248</xmin>
+            <ymin>69</ymin>
+            <xmax>300</xmax>
+            <ymax>93</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>244</xmin>
+            <ymin>100</ymin>
+            <xmax>323</xmax>
+            <ymax>185</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>300</xmin>
+            <ymin>52</ymin>
+            <xmax>335</xmax>
+            <ymax>102</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>270</xmin>
+            <ymin>47</ymin>
+            <xmax>298</xmax>
+            <ymax>57</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes63.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes63.xml
new file mode 100644
index 0000000000000000000000000000000000000000..50ef550791f491136f7374d333badd6f18273e6b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes63.xml
@@ -0,0 +1,89 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes63.png</filename>
+    <size>
+        <width>300</width>
+        <height>356</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>87</xmin>
+            <ymin>291</ymin>
+            <xmax>197</xmax>
+            <ymax>341</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>61</xmin>
+            <ymin>212</ymin>
+            <xmax>118</xmax>
+            <ymax>234</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>157</xmin>
+            <ymin>191</ymin>
+            <xmax>210</xmax>
+            <ymax>212</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>159</xmin>
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+            <xmax>191</xmax>
+            <ymax>171</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>123</xmin>
+            <ymin>158</ymin>
+            <xmax>156</xmax>
+            <ymax>167</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>143</xmin>
+            <ymin>133</ymin>
+            <xmax>181</xmax>
+            <ymax>141</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes630.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes630.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ed8813e5ae652c36de3fb02ec7ac803936b6f79b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes630.xml
@@ -0,0 +1,154 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes630.png</filename>
+    <size>
+        <width>427</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>71</xmin>
+            <ymin>166</ymin>
+            <xmax>159</xmax>
+            <ymax>201</ymax>
+        </bndbox>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>178</xmin>
+            <ymin>195</ymin>
+            <xmax>247</xmax>
+            <ymax>230</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>126</xmin>
+            <ymin>239</ymin>
+            <xmax>185</xmax>
+            <ymax>286</ymax>
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+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>291</xmin>
+            <ymin>282</ymin>
+            <xmax>339</xmax>
+            <ymax>300</ymax>
+        </bndbox>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>60</xmin>
+            <ymin>143</ymin>
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+    <object>
+        <name>pothole</name>
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+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>136</ymin>
+            <xmax>57</xmax>
+            <ymax>151</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>127</ymin>
+            <xmax>184</xmax>
+            <ymax>143</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>129</ymin>
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+            <ymax>140</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>93</xmin>
+            <ymin>117</ymin>
+            <xmax>112</xmax>
+            <ymax>126</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>305</xmin>
+            <ymin>147</ymin>
+            <xmax>343</xmax>
+            <ymax>157</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>398</xmin>
+            <ymin>149</ymin>
+            <xmax>427</xmax>
+            <ymax>171</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes631.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes631.xml
new file mode 100644
index 0000000000000000000000000000000000000000..fb2ed9fd248016d93b67048f5cc79e625b0190f5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes631.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes631.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>101</xmin>
+            <ymin>167</ymin>
+            <xmax>299</xmax>
+            <ymax>221</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes632.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes632.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a2b63a6cfd4d97d61d4d77f39b729fccd734b21e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes632.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes632.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>114</xmin>
+            <ymin>142</ymin>
+            <xmax>252</xmax>
+            <ymax>237</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>249</xmin>
+            <ymin>81</ymin>
+            <xmax>319</xmax>
+            <ymax>108</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes633.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes633.xml
new file mode 100644
index 0000000000000000000000000000000000000000..23f540cd475942c345e5bc59d6cd396be023324f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes633.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes633.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>32</xmin>
+            <ymin>164</ymin>
+            <xmax>306</xmax>
+            <ymax>283</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>257</xmin>
+            <ymin>123</ymin>
+            <xmax>359</xmax>
+            <ymax>157</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes634.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes634.xml
new file mode 100644
index 0000000000000000000000000000000000000000..776682d48d927f0c1a206e5b06e0746edff4a89a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes634.xml
@@ -0,0 +1,102 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes634.png</filename>
+    <size>
+        <width>425</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>49</xmin>
+            <ymin>157</ymin>
+            <xmax>99</xmax>
+            <ymax>172</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>99</xmin>
+            <ymin>182</ymin>
+            <xmax>138</xmax>
+            <ymax>200</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>151</xmin>
+            <ymin>153</ymin>
+            <xmax>194</xmax>
+            <ymax>166</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>245</xmin>
+            <ymin>168</ymin>
+            <xmax>299</xmax>
+            <ymax>186</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>142</xmin>
+            <ymin>213</ymin>
+            <xmax>287</xmax>
+            <ymax>253</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>127</ymin>
+            <xmax>51</xmax>
+            <ymax>138</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>116</xmin>
+            <ymin>122</ymin>
+            <xmax>145</xmax>
+            <ymax>130</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes635.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes635.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d6a730885b9a089e1780b6cf628e015eb932717b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes635.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes635.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>337</xmin>
+            <ymin>248</ymin>
+            <xmax>398</xmax>
+            <ymax>273</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>178</xmin>
+            <ymin>147</ymin>
+            <xmax>281</xmax>
+            <ymax>169</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>147</xmin>
+            <ymin>118</ymin>
+            <xmax>225</xmax>
+            <ymax>147</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes636.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes636.xml
new file mode 100644
index 0000000000000000000000000000000000000000..287213c4d5c49a5ae1d03add04720eed2c6f1ec2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes636.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes636.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>106</xmin>
+            <ymin>198</ymin>
+            <xmax>147</xmax>
+            <ymax>225</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>158</xmin>
+            <ymin>160</ymin>
+            <xmax>256</xmax>
+            <ymax>211</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>218</xmin>
+            <ymin>248</ymin>
+            <xmax>313</xmax>
+            <ymax>294</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>310</xmin>
+            <ymin>170</ymin>
+            <xmax>333</xmax>
+            <ymax>182</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>270</xmin>
+            <ymin>74</ymin>
+            <xmax>311</xmax>
+            <ymax>82</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes637.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes637.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6ae440a1cdfc2744b35654204f98423af60e2d1f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes637.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes637.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>7</xmin>
+            <ymin>74</ymin>
+            <xmax>217</xmax>
+            <ymax>137</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>206</xmin>
+            <ymin>106</ymin>
+            <xmax>450</xmax>
+            <ymax>151</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes638.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes638.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ca371616a5526559c09275665bf8fdc9eb731bdd
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes638.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes638.png</filename>
+    <size>
+        <width>600</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>52</ymin>
+            <xmax>438</xmax>
+            <ymax>272</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes639.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes639.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1ba518fdd94fd8c47a2265282223a0e10706b4a6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes639.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes639.png</filename>
+    <size>
+        <width>482</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>99</xmin>
+            <ymin>54</ymin>
+            <xmax>362</xmax>
+            <ymax>209</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes64.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes64.xml
new file mode 100644
index 0000000000000000000000000000000000000000..059b66cb2b20dcc127ca2b101b68b63e757f7fdf
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes64.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes64.png</filename>
+    <size>
+        <width>462</width>
+        <height>300</height>
+        <depth>3</depth>
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+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>9</xmin>
+            <ymin>123</ymin>
+            <xmax>387</xmax>
+            <ymax>247</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes640.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes640.xml
new file mode 100644
index 0000000000000000000000000000000000000000..df20a4de4cefd3a979e275ffbca1bc44581c2752
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes640.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes640.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>198</ymin>
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+    <object>
+        <name>pothole</name>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>190</xmin>
+            <ymin>164</ymin>
+            <xmax>281</xmax>
+            <ymax>193</ymax>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>260</xmin>
+            <ymin>249</ymin>
+            <xmax>333</xmax>
+            <ymax>279</ymax>
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+    <object>
+        <name>pothole</name>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>284</ymin>
+            <xmax>165</xmax>
+            <ymax>300</ymax>
+        </bndbox>
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+    <object>
+        <name>pothole</name>
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+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>320</xmin>
+            <ymin>203</ymin>
+            <xmax>359</xmax>
+            <ymax>214</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes641.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes641.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c97d9ce7b13c0ba61058657a347942c1025087f2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes641.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes641.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>138</xmin>
+            <ymin>85</ymin>
+            <xmax>276</xmax>
+            <ymax>199</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>58</xmin>
+            <ymin>7</ymin>
+            <xmax>171</xmax>
+            <ymax>91</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes642.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes642.xml
new file mode 100644
index 0000000000000000000000000000000000000000..132266c36b04eaa4f9be3c19955f891d1c2f4822
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes642.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes642.png</filename>
+    <size>
+        <width>300</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>135</xmin>
+            <ymin>186</ymin>
+            <xmax>182</xmax>
+            <ymax>221</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes643.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes643.xml
new file mode 100644
index 0000000000000000000000000000000000000000..c67106158ad985c675edfa5946df33bdf1d218c6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes643.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes643.png</filename>
+    <size>
+        <width>453</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>35</xmin>
+            <ymin>204</ymin>
+            <xmax>240</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>261</xmin>
+            <ymin>127</ymin>
+            <xmax>312</xmax>
+            <ymax>160</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>383</xmin>
+            <ymin>135</ymin>
+            <xmax>453</xmax>
+            <ymax>173</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes644.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes644.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d248c36c9a5eead3a446386eec17d09440608525
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes644.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes644.png</filename>
+    <size>
+        <width>300</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>43</xmin>
+            <ymin>75</ymin>
+            <xmax>241</xmax>
+            <ymax>181</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes645.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes645.xml
new file mode 100644
index 0000000000000000000000000000000000000000..71f39713f9f63be397abae5f878074cedf2e3cae
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes645.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes645.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>50</ymin>
+            <xmax>471</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes646.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes646.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1b540d5dfbf4fa9b0c06124cdf11540e1602497a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes646.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes646.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>39</ymin>
+            <xmax>533</xmax>
+            <ymax>246</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes647.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes647.xml
new file mode 100644
index 0000000000000000000000000000000000000000..742b8e1eee163f33b507b8a0e389fa3a046bf106
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes647.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes647.png</filename>
+    <size>
+        <width>451</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>4</xmin>
+            <ymin>216</ymin>
+            <xmax>172</xmax>
+            <ymax>245</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>83</xmin>
+            <ymin>192</ymin>
+            <xmax>199</xmax>
+            <ymax>213</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>233</xmin>
+            <ymin>168</ymin>
+            <xmax>297</xmax>
+            <ymax>176</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes648.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes648.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1d524fd9514fe4a6712ef8cae75b15aee8831c71
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes648.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes648.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>135</xmin>
+            <ymin>145</ymin>
+            <xmax>243</xmax>
+            <ymax>211</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>113</xmin>
+            <ymin>116</ymin>
+            <xmax>148</xmax>
+            <ymax>134</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes649.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes649.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a3e1259446f8dfb315350031dff67a35e01898e7
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes649.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes649.png</filename>
+    <size>
+        <width>452</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>351</xmin>
+            <ymin>26</ymin>
+            <xmax>452</xmax>
+            <ymax>86</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>84</xmin>
+            <ymin>82</ymin>
+            <xmax>177</xmax>
+            <ymax>111</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>2</xmin>
+            <ymin>92</ymin>
+            <xmax>452</xmax>
+            <ymax>297</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes65.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes65.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a784148e8d911a40c8a60d664f86f411a5533c03
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes65.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes65.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>164</xmin>
+            <ymin>90</ymin>
+            <xmax>452</xmax>
+            <ymax>294</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes650.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes650.xml
new file mode 100644
index 0000000000000000000000000000000000000000..36579c176192b9b9ba90a1e249030b16d40d2da5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes650.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes650.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>62</xmin>
+            <ymin>124</ymin>
+            <xmax>456</xmax>
+            <ymax>198</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>80</xmin>
+            <ymin>197</ymin>
+            <xmax>228</xmax>
+            <ymax>276</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>247</xmin>
+            <ymin>197</ymin>
+            <xmax>475</xmax>
+            <ymax>283</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes651.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes651.xml
new file mode 100644
index 0000000000000000000000000000000000000000..71bca0ac98a16c0787012030601f68b77d2e50fb
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes651.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes651.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>153</xmin>
+            <ymin>177</ymin>
+            <xmax>245</xmax>
+            <ymax>237</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes652.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes652.xml
new file mode 100644
index 0000000000000000000000000000000000000000..120c1ae212870e41728c8cf758f57f959af421f4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes652.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes652.png</filename>
+    <size>
+        <width>472</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>159</xmin>
+            <ymin>107</ymin>
+            <xmax>348</xmax>
+            <ymax>189</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes653.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes653.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6b6c60016a4b89fa4aa4f0fe90fe252f2799bb60
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes653.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes653.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>145</xmin>
+            <ymin>162</ymin>
+            <xmax>261</xmax>
+            <ymax>233</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes654.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes654.xml
new file mode 100644
index 0000000000000000000000000000000000000000..f2dfc455bad12bc9c882bd987bd0d1a65c8e6f32
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes654.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes654.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>122</xmin>
+            <ymin>155</ymin>
+            <xmax>282</xmax>
+            <ymax>234</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes655.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes655.xml
new file mode 100644
index 0000000000000000000000000000000000000000..6f0d11c2322073f413129a8064f6dfebfc19a0ea
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes655.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes655.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>145</xmin>
+            <ymin>160</ymin>
+            <xmax>274</xmax>
+            <ymax>241</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes656.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes656.xml
new file mode 100644
index 0000000000000000000000000000000000000000..438a24a1c668f2f5409e265cec5239d001f4d183
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes656.xml
@@ -0,0 +1,89 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes656.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>136</xmin>
+            <ymin>110</ymin>
+            <xmax>270</xmax>
+            <ymax>260</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>230</xmin>
+            <ymin>118</ymin>
+            <xmax>280</xmax>
+            <ymax>170</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>208</xmin>
+            <ymin>16</ymin>
+            <xmax>242</xmax>
+            <ymax>37</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>17</ymin>
+            <xmax>68</xmax>
+            <ymax>29</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>77</xmin>
+            <ymin>27</ymin>
+            <xmax>115</xmax>
+            <ymax>67</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>160</xmin>
+            <ymin>89</ymin>
+            <xmax>178</xmax>
+            <ymax>103</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes657.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes657.xml
new file mode 100644
index 0000000000000000000000000000000000000000..de93e49a2f316467cab6b782cb7ae9214bb4d93b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes657.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes657.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>127</xmin>
+            <ymin>150</ymin>
+            <xmax>266</xmax>
+            <ymax>264</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes658.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes658.xml
new file mode 100644
index 0000000000000000000000000000000000000000..bde76cd84fd745de90302f546bba45c9a4117ce1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes658.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes658.png</filename>
+    <size>
+        <width>300</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>124</xmin>
+            <ymin>153</ymin>
+            <xmax>194</xmax>
+            <ymax>191</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>133</xmin>
+            <ymin>109</ymin>
+            <xmax>246</xmax>
+            <ymax>142</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>35</xmin>
+            <ymin>207</ymin>
+            <xmax>204</xmax>
+            <ymax>339</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes659.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes659.xml
new file mode 100644
index 0000000000000000000000000000000000000000..081d2147e61d6336f001a5be2c68cb47cc8ab23b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes659.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes659.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>143</xmin>
+            <ymin>175</ymin>
+            <xmax>215</xmax>
+            <ymax>223</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>145</xmin>
+            <ymin>74</ymin>
+            <xmax>169</xmax>
+            <ymax>94</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes66.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes66.xml
new file mode 100644
index 0000000000000000000000000000000000000000..9039ed66303ba72004da2f7db5a55064aeb1d6e9
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes66.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes66.png</filename>
+    <size>
+        <width>439</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>21</xmin>
+            <ymin>108</ymin>
+            <xmax>327</xmax>
+            <ymax>258</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes660.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes660.xml
new file mode 100644
index 0000000000000000000000000000000000000000..491380b3d688c8b74706c0d875bb686c60befff8
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes660.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes660.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>127</xmin>
+            <ymin>110</ymin>
+            <xmax>280</xmax>
+            <ymax>258</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes661.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes661.xml
new file mode 100644
index 0000000000000000000000000000000000000000..889d929f114f4a052b0698c77e9c35f50357ed77
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes661.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes661.png</filename>
+    <size>
+        <width>455</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>220</xmin>
+            <ymin>93</ymin>
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+            <ymax>103</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>65</xmin>
+            <ymin>130</ymin>
+            <xmax>253</xmax>
+            <ymax>231</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes662.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes662.xml
new file mode 100644
index 0000000000000000000000000000000000000000..edb33e56ea29c8eee4d056cc9a88e6a664f1f3a2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes662.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes662.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>165</xmin>
+            <ymin>115</ymin>
+            <xmax>282</xmax>
+            <ymax>222</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes663.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes663.xml
new file mode 100644
index 0000000000000000000000000000000000000000..ec088be3f24c9224242e9a1d0070bfd8bb5aceef
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes663.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes663.png</filename>
+    <size>
+        <width>459</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymin>77</ymin>
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+            <ymax>275</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>367</xmin>
+            <ymin>7</ymin>
+            <xmax>448</xmax>
+            <ymax>62</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes664.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes664.xml
new file mode 100644
index 0000000000000000000000000000000000000000..4275d6259f4396278f1c22ab829280dd2ca319bd
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes664.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes664.png</filename>
+    <size>
+        <width>534</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>92</xmin>
+            <ymin>131</ymin>
+            <xmax>475</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes67.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes67.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0364ab60bdd12b04a4a68f0ba4b20f55438a82d1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes67.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes67.png</filename>
+    <size>
+        <width>479</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>141</xmin>
+            <ymin>157</ymin>
+            <xmax>310</xmax>
+            <ymax>251</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes68.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes68.xml
new file mode 100644
index 0000000000000000000000000000000000000000..a29165e1800b45a49eaf470557bb505c6456c49a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes68.xml
@@ -0,0 +1,193 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes68.png</filename>
+    <size>
+        <width>447</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <ymax>153</ymax>
+        </bndbox>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+            <xmax>334</xmax>
+            <ymax>118</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
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+    <object>
+        <name>pothole</name>
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+    <object>
+        <name>pothole</name>
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+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>168</xmin>
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+            <ymax>294</ymax>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
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+        <bndbox>
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+            <xmax>357</xmax>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <occluded>0</occluded>
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+        <bndbox>
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+            <xmax>264</xmax>
+            <ymax>174</ymax>
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+    <object>
+        <name>pothole</name>
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+        <bndbox>
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+            <ymax>194</ymax>
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+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
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+        <difficult>0</difficult>
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+            <ymin>119</ymin>
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+    <object>
+        <name>pothole</name>
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+    <object>
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+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>344</xmin>
+            <ymin>225</ymin>
+            <xmax>371</xmax>
+            <ymax>243</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>134</xmin>
+            <ymin>90</ymin>
+            <xmax>210</xmax>
+            <ymax>103</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes69.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes69.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3b8c938ed646f58fce77d4f9b97c0c5d33272578
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes69.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes69.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>165</xmin>
+            <ymin>163</ymin>
+            <xmax>257</xmax>
+            <ymax>228</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>88</xmin>
+            <ymin>188</ymin>
+            <xmax>163</xmax>
+            <ymax>235</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes7.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes7.xml
new file mode 100644
index 0000000000000000000000000000000000000000..dc0207117b07dc1ab15bf1ac824db690e3827f03
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes7.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes7.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>100</xmin>
+            <ymin>170</ymin>
+            <xmax>283</xmax>
+            <ymax>237</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes70.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes70.xml
new file mode 100644
index 0000000000000000000000000000000000000000..24b71c24ac19d445bfbf88b9acd2173f78417fa5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes70.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes70.png</filename>
+    <size>
+        <width>529</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>122</xmin>
+            <ymin>112</ymin>
+            <xmax>350</xmax>
+            <ymax>244</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes71.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes71.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0cb11da2443d33a5e57cbdef8a7fc8c0a3e7a6ec
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes71.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes71.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>123</xmin>
+            <ymin>159</ymin>
+            <xmax>272</xmax>
+            <ymax>236</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes72.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes72.xml
new file mode 100644
index 0000000000000000000000000000000000000000..dff3b6178bdf5d93474a8b6c7a1ccebcfa8cb7b6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes72.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes72.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>184</xmin>
+            <ymin>135</ymin>
+            <xmax>239</xmax>
+            <ymax>162</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>128</xmin>
+            <ymin>275</ymin>
+            <xmax>210</xmax>
+            <ymax>328</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes73.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes73.xml
new file mode 100644
index 0000000000000000000000000000000000000000..0ed7a2692c451cc50a2ffec066b244b8bce703dc
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes73.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes73.png</filename>
+    <size>
+        <width>451</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>148</xmin>
+            <ymin>161</ymin>
+            <xmax>169</xmax>
+            <ymax>172</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>93</xmin>
+            <ymin>155</ymin>
+            <xmax>340</xmax>
+            <ymax>240</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>304</xmin>
+            <ymin>121</ymin>
+            <xmax>366</xmax>
+            <ymax>142</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>262</xmin>
+            <ymin>111</ymin>
+            <xmax>285</xmax>
+            <ymax>119</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>420</xmin>
+            <ymin>193</ymin>
+            <xmax>451</xmax>
+            <ymax>216</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes74.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes74.xml
new file mode 100644
index 0000000000000000000000000000000000000000..da833408cb6f09e6a89b9eb10d4dae0dd7af0ba1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes74.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes74.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>93</xmin>
+            <ymin>130</ymin>
+            <xmax>313</xmax>
+            <ymax>222</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>282</xmin>
+            <ymin>66</ymin>
+            <xmax>400</xmax>
+            <ymax>112</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes75.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes75.xml
new file mode 100644
index 0000000000000000000000000000000000000000..700d3242d76ac1ecc43867a1d0829ee9b81fc456
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes75.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes75.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>54</xmin>
+            <ymin>252</ymin>
+            <xmax>96</xmax>
+            <ymax>280</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>84</xmin>
+            <ymin>220</ymin>
+            <xmax>138</xmax>
+            <ymax>249</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>162</xmin>
+            <ymin>170</ymin>
+            <xmax>263</xmax>
+            <ymax>233</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>225</xmin>
+            <ymin>94</ymin>
+            <xmax>265</xmax>
+            <ymax>124</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>0</xmin>
+            <ymin>16</ymin>
+            <xmax>112</xmax>
+            <ymax>79</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes76.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes76.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d845e18a747df4bf32685d8e1662a781bfc4d0c0
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes76.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes76.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>184</xmin>
+            <ymin>185</ymin>
+            <xmax>245</xmax>
+            <ymax>243</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>86</xmin>
+            <ymin>20</ymin>
+            <xmax>151</xmax>
+            <ymax>59</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes77.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes77.xml
new file mode 100644
index 0000000000000000000000000000000000000000..34a5e4c50640442e994b36340dbc006577ded6a0
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes77.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes77.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>123</xmin>
+            <ymin>102</ymin>
+            <xmax>262</xmax>
+            <ymax>220</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>252</xmin>
+            <ymin>48</ymin>
+            <xmax>286</xmax>
+            <ymax>68</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes78.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes78.xml
new file mode 100644
index 0000000000000000000000000000000000000000..5913f86c026fe8a86829aa551639d45d74a0f8c2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes78.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes78.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>143</xmin>
+            <ymin>170</ymin>
+            <xmax>213</xmax>
+            <ymax>228</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes79.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes79.xml
new file mode 100644
index 0000000000000000000000000000000000000000..20956cd9404a90b9c2619da0dd76610767fe1d7e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes79.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes79.png</filename>
+    <size>
+        <width>451</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>124</xmin>
+            <ymin>119</ymin>
+            <xmax>303</xmax>
+            <ymax>205</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>325</xmin>
+            <ymin>87</ymin>
+            <xmax>353</xmax>
+            <ymax>102</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes8.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes8.xml
new file mode 100644
index 0000000000000000000000000000000000000000..157d26b3578b118b9a9e16911eecbeeb339f8535
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes8.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes8.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>143</xmin>
+            <ymin>64</ymin>
+            <xmax>303</xmax>
+            <ymax>147</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>87</xmin>
+            <ymin>259</ymin>
+            <xmax>183</xmax>
+            <ymax>400</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>0</xmin>
+            <ymin>71</ymin>
+            <xmax>33</xmax>
+            <ymax>115</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes80.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes80.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1d13417e72349a1a7bf24966cc3a96cae84445fc
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes80.xml
@@ -0,0 +1,24 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes80.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>158</xmin>
+            <ymin>143</ymin>
+            <xmax>269</xmax>
+            <ymax>246</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes81.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes81.xml
new file mode 100644
index 0000000000000000000000000000000000000000..bf68bb2ac13b70ffe07f9ddfa4d264d266757ae4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes81.xml
@@ -0,0 +1,128 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes81.png</filename>
+    <size>
+        <width>498</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>261</xmin>
+            <ymin>194</ymin>
+            <xmax>469</xmax>
+            <ymax>230</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>87</xmin>
+            <ymin>158</ymin>
+            <xmax>237</xmax>
+            <ymax>185</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>50</xmin>
+            <ymin>135</ymin>
+            <xmax>147</xmax>
+            <ymax>155</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>178</xmin>
+            <ymin>122</ymin>
+            <xmax>266</xmax>
+            <ymax>136</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>39</xmin>
+            <ymin>107</ymin>
+            <xmax>89</xmax>
+            <ymax>117</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>1</xmin>
+            <ymin>100</ymin>
+            <xmax>23</xmax>
+            <ymax>109</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>240</xmin>
+            <ymin>71</ymin>
+            <xmax>290</xmax>
+            <ymax>79</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>275</xmin>
+            <ymin>52</ymin>
+            <xmax>343</xmax>
+            <ymax>58</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>303</xmin>
+            <ymin>138</ymin>
+            <xmax>351</xmax>
+            <ymax>155</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes82.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes82.xml
new file mode 100644
index 0000000000000000000000000000000000000000..94f9a3734b6a43aaf48ca573d23e88bc692e75bc
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes82.xml
@@ -0,0 +1,63 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes82.png</filename>
+    <size>
+        <width>450</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>116</xmin>
+            <ymin>140</ymin>
+            <xmax>138</xmax>
+            <ymax>151</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>262</xmin>
+            <ymin>126</ymin>
+            <xmax>292</xmax>
+            <ymax>137</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>246</xmin>
+            <ymin>106</ymin>
+            <xmax>259</xmax>
+            <ymax>112</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>182</xmin>
+            <ymin>97</ymin>
+            <xmax>210</xmax>
+            <ymax>105</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes83.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes83.xml
new file mode 100644
index 0000000000000000000000000000000000000000..35429e021c9956f99651f2ac89712e46184c6107
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes83.xml
@@ -0,0 +1,37 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes83.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>120</xmin>
+            <ymin>162</ymin>
+            <xmax>271</xmax>
+            <ymax>258</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>43</xmin>
+            <ymin>366</ymin>
+            <xmax>132</xmax>
+            <ymax>400</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes84.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes84.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d462b1b68637fc4efa5a3c3ddc2b8d45002e68f7
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes84.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes84.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>92</xmin>
+            <ymin>147</ymin>
+            <xmax>263</xmax>
+            <ymax>193</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>178</xmin>
+            <ymin>132</ymin>
+            <xmax>229</xmax>
+            <ymax>150</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>270</xmin>
+            <ymin>145</ymin>
+            <xmax>293</xmax>
+            <ymax>157</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes85.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes85.xml
new file mode 100644
index 0000000000000000000000000000000000000000..1a1d32b02b446d648b60da0df3348ed996555073
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes85.xml
@@ -0,0 +1,102 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes85.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>163</xmin>
+            <ymin>208</ymin>
+            <xmax>207</xmax>
+            <ymax>251</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>159</xmin>
+            <ymin>165</ymin>
+            <xmax>227</xmax>
+            <ymax>209</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>168</xmin>
+            <ymin>132</ymin>
+            <xmax>230</xmax>
+            <ymax>163</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>164</xmin>
+            <ymin>27</ymin>
+            <xmax>212</xmax>
+            <ymax>88</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>85</xmin>
+            <ymin>283</ymin>
+            <xmax>114</xmax>
+            <ymax>314</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>22</xmin>
+            <ymin>268</ymin>
+            <xmax>53</xmax>
+            <ymax>328</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>165</xmin>
+            <ymin>373</ymin>
+            <xmax>206</xmax>
+            <ymax>399</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes86.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes86.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e0ab642fde6c0aa822b991e8ceb0479876d1ec00
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes86.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes86.png</filename>
+    <size>
+        <width>400</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>163</xmin>
+            <ymin>205</ymin>
+            <xmax>245</xmax>
+            <ymax>243</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>4</xmin>
+            <ymin>174</ymin>
+            <xmax>109</xmax>
+            <ymax>212</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>202</xmin>
+            <ymin>158</ymin>
+            <xmax>304</xmax>
+            <ymax>180</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>314</xmin>
+            <ymin>189</ymin>
+            <xmax>360</xmax>
+            <ymax>206</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>137</xmin>
+            <ymin>124</ymin>
+            <xmax>190</xmax>
+            <ymax>136</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes87.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes87.xml
new file mode 100644
index 0000000000000000000000000000000000000000..8e699af38c2e0fd36ff6726b348534115d2c263f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes87.xml
@@ -0,0 +1,76 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes87.png</filename>
+    <size>
+        <width>533</width>
+        <height>300</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>285</xmin>
+            <ymin>126</ymin>
+            <xmax>365</xmax>
+            <ymax>172</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>232</xmin>
+            <ymin>188</ymin>
+            <xmax>322</xmax>
+            <ymax>216</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>158</xmin>
+            <ymin>264</ymin>
+            <xmax>215</xmax>
+            <ymax>300</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>416</xmin>
+            <ymin>214</ymin>
+            <xmax>472</xmax>
+            <ymax>240</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>349</xmin>
+            <ymin>39</ymin>
+            <xmax>396</xmax>
+            <ymax>74</ymax>
+        </bndbox>
+    </object>
+</annotation>
\ No newline at end of file
diff --git a/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes88.xml b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes88.xml
new file mode 100644
index 0000000000000000000000000000000000000000..10bd835fbb00f4c1fd5296f71570e884b4391d99
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/andrew_mvd/annotations/potholes88.xml
@@ -0,0 +1,50 @@
+
+<annotation>
+    <folder>images</folder>
+    <filename>potholes88.png</filename>
+    <size>
+        <width>400</width>
+        <height>400</height>
+        <depth>3</depth>
+    </size>
+    <segmented>0</segmented>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>167</xmin>
+            <ymin>158</ymin>
+            <xmax>269</xmax>
+            <ymax>209</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>143</xmin>
+            <ymin>76</ymin>
+            <xmax>224</xmax>
+            <ymax>124</ymax>
+        </bndbox>
+    </object>
+    <object>
+        <name>pothole</name>
+        <pose>Unspecified</pose>
+        <truncated>0</truncated>
+        <occluded>0</occluded>
+        <difficult>0</difficult>
+        <bndbox>
+            <xmin>254</xmin>
+            <ymin>245</ymin>
+            <xmax>308</xmax>
+            <ymax>275</ymax>
+        </bndbox>
+    </object>
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\ No newline at end of file
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_164823.txt
@@ -0,0 +1,3 @@
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_164829.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_164829.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6af8eff136d49b0bdd44a4714e9a5a322d5ee1fd
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_164829.txt
@@ -0,0 +1,2 @@
+0 0.375000 0.419444 0.557813 0.419444 0.557813 0.588889 0.375000 0.588889
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_164838.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_164838.txt
new file mode 100644
index 0000000000000000000000000000000000000000..86771b19e816dd9eb1889dbd57ce0980a08bdf91
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_164838.txt
@@ -0,0 +1,7 @@
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+1 0.171875 0.355556 0.354687 0.355556 0.354687 0.522222 0.171875 0.522222
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_164848.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_164848.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6806760627b39b8e5c977e9e9ffa7b5f54423b41
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_164848.txt
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_164855.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_164855.txt
new file mode 100644
index 0000000000000000000000000000000000000000..453fb96974a59d97836d2603b9461d34d119eaaf
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_164855.txt
@@ -0,0 +1,2 @@
+1 0.492188 0.366667 0.931250 0.366667 0.931250 0.958333 0.492188 0.958333
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_164905.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_164905.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2b32dddb7bd0c075c154851d3ff25ec465475465
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_164905.txt
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+1 0.115625 0.361111 0.600000 0.361111 0.600000 0.675000 0.115625 0.675000
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_164912.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_164912.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f6826d086236d0429dbc05b6945eefae2712d70e
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_164912.txt
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+0 0.403125 0.530556 0.501563 0.530556 0.501563 0.638889 0.403125 0.638889
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_164919.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_164919.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b8e6af73ff980b4a864d8554cc36b7096674666b
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_164919.txt
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+0 0.418750 0.313889 0.512500 0.313889 0.512500 0.405556 0.418750 0.405556
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165015.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165015.txt
new file mode 100644
index 0000000000000000000000000000000000000000..135f8c46c19da052a9e2b2dc9092293499a3dae8
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165015.txt
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+1 0.281250 0.400000 0.590625 0.400000 0.590625 0.997222 0.281250 0.997222
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165038.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165038.txt
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index 0000000000000000000000000000000000000000..aa31d5ae85550d12a33281237939f3f93ae45c3e
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165042.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165042.txt
new file mode 100644
index 0000000000000000000000000000000000000000..53b9461e52d7fbd4b61fd916a2546fd0528498cf
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165049.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165049.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b433f41689b60c75133c0ddb2d5548d753cea081
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@@ -0,0 +1,3 @@
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165056.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165056.txt
new file mode 100644
index 0000000000000000000000000000000000000000..19340f4db2a8c873e8b041f497964d4fba05768f
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165100.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165100.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3d4d9965b802b9602c184981ad386fc79a93cfd1
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165225.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165225.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5893688464ddd25d4dbcb23a037468804b352605
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165329.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165329.txt
new file mode 100644
index 0000000000000000000000000000000000000000..16fe5d37ff333cb38f414722a7d05ba48f7a8c26
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165333.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165333.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e6e5e468623104f9f465e9316b986929be0291d2
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165333.txt
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165339.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165339.txt
new file mode 100644
index 0000000000000000000000000000000000000000..54ba1fea48bb80eaae3f87cec7473e95063ed08a
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+1 0.159375 0.305556 0.621875 0.305556 0.621875 0.641667 0.159375 0.641667
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165344.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165344.txt
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index 0000000000000000000000000000000000000000..ce57f2e9ca9b2c96955b21a4673452c155122070
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165351.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165351.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0d4d717982dd03c6657513a31c7fa2b0b834984d
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165403.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165403.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2f77d193d851f408e2617f05f7718ae6f9272b62
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165411.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165411.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ce45db1b6ecc48761ec156a46161246fb552ff12
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165420.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165420.txt
new file mode 100644
index 0000000000000000000000000000000000000000..06fc81f57c8899b164c3bc4baf1382666f5fb06c
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165424.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165424.txt
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index 0000000000000000000000000000000000000000..5cd637915d0f1809245db98a93e17e70e616dc4b
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165436.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165436.txt
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index 0000000000000000000000000000000000000000..088327d1e2539f5e1a304a1fbd245d62a3e40bbf
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165644.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165644.txt
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index 0000000000000000000000000000000000000000..f48cce93c3fe0592d367b641c42a4cccf9e25b87
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165652.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165652.txt
new file mode 100644
index 0000000000000000000000000000000000000000..43f17c75db5453d2ace05b7cb0a0baa4a0f3641d
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165709.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165709.txt
new file mode 100644
index 0000000000000000000000000000000000000000..37230bc87d6fd5703683d00ef3d9a7bbba258202
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165753.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165753.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ef1d5afdede1b9bdd027fc38eee1d6d0184e053e
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165827.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165827.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5fa68796af3c76ca65976bfb88a3c53bd1d9ef6b
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165832.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_165832.txt
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index 0000000000000000000000000000000000000000..8eb240f414374ecac813f269c7f22ac698cf1874
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170253.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170253.txt
new file mode 100644
index 0000000000000000000000000000000000000000..799ea2ea5b7fdd5f9bf7aa661b0524193d3560bd
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170258.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170258.txt
new file mode 100644
index 0000000000000000000000000000000000000000..886ace4ed9b6112fc731b5ba5ca4bae8f3226db3
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170318.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170318.txt
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index 0000000000000000000000000000000000000000..2693601b6f8f685901204d4207dba1cde18337ea
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170332.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170332.txt
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index 0000000000000000000000000000000000000000..0f92a81cf9e69a95de286def4c91a66743e0864f
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170341.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170341.txt
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index 0000000000000000000000000000000000000000..6ffd88ab448fbaf1ac2fcc85c1d798c6ec9bae29
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170346.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170346.txt
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index 0000000000000000000000000000000000000000..139d697c291d7d8cfd642b57bb48ee4c4fe32560
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170509.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170509.txt
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170513.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170513.txt
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170526.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170526.txt
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170531.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170531.txt
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170541.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170541.txt
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170545.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170545.txt
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170556.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170556.txt
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170603.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170603.txt
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170613.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170613.txt
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170619.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170619.txt
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170828.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170828.txt
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170838.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170838.txt
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170858.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170858.txt
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170909.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_170909.txt
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_171056.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250219_171056.txt
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250223_104730.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250223_104730.txt
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250223_104743.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250223_104743.txt
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250223_104750.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250223_104750.txt
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250223_143815.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250223_143815.txt
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250223_143826.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/20250223_143826.txt
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00017.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00017.txt
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00020.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00020.txt
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00021.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00021.txt
new file mode 100644
index 0000000000000000000000000000000000000000..406bccbdc84215c0575e26801d903aa918d3967c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00021.txt
@@ -0,0 +1,2 @@
+1 0.285938 0.625000 0.426563 0.625000 0.426563 0.722222 0.285938 0.722222
+0 0.331250 0.636111 0.403125 0.636111 0.403125 0.694444 0.331250 0.694444
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00022.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00022.txt
new file mode 100644
index 0000000000000000000000000000000000000000..261d1d750f027661849a52337d37746feb5f3d38
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00022.txt
@@ -0,0 +1,3 @@
+1 0.303125 0.622222 0.437500 0.622222 0.437500 0.747222 0.303125 0.747222
+1 0.146875 0.527778 0.323437 0.527778 0.323437 0.633333 0.146875 0.633333
+1 0.368750 0.538889 0.465625 0.538889 0.465625 0.619444 0.368750 0.619444
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00023.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00023.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b24f43a6ff2381aa1162c25a817f602c2d0dcd62
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00023.txt
@@ -0,0 +1,2 @@
+1 0.292187 0.552778 0.476562 0.552778 0.476562 0.738889 0.292187 0.738889
+1 0.021875 0.569444 0.239063 0.569444 0.239063 0.702778 0.021875 0.702778
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00024.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00024.txt
new file mode 100644
index 0000000000000000000000000000000000000000..58ae0f2b149db99c48463a666c2764df413c4966
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00024.txt
@@ -0,0 +1 @@
+1 0.321875 0.613889 0.459375 0.613889 0.459375 0.725000 0.321875 0.725000
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00025.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00025.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d737e6b7604036c0e35cea5e045e64af980fcfcc
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00025.txt
@@ -0,0 +1,2 @@
+1 0.281250 0.655556 0.493750 0.655556 0.493750 0.797222 0.281250 0.797222
+0 0.303125 0.677778 0.467187 0.677778 0.467187 0.788889 0.303125 0.788889
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00026.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00026.txt
new file mode 100644
index 0000000000000000000000000000000000000000..97b04977d1b397c780baadd0f6f6ebe469753cbf
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00026.txt
@@ -0,0 +1,3 @@
+1 0.134375 0.655556 0.376563 0.655556 0.376563 0.736111 0.134375 0.736111
+1 0.343750 0.586111 0.512500 0.586111 0.512500 0.786111 0.343750 0.786111
+1 0.532813 0.666667 0.593750 0.666667 0.593750 0.719444 0.532813 0.719444
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00027.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00027.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7dbee6d5ab63f736e51d49f898e58df4e9d286f3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00027.txt
@@ -0,0 +1 @@
+1 0.345313 0.552778 0.476562 0.552778 0.476562 0.736111 0.345313 0.736111
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00028.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00028.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7593068c79d1b9325cbbd6e1fb83b3bed53fe207
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00028.txt
@@ -0,0 +1,2 @@
+1 0.034375 0.605556 0.217188 0.605556 0.217188 0.705556 0.034375 0.705556
+1 0.320312 0.527778 0.484375 0.527778 0.484375 0.736111 0.320312 0.736111
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00029.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00029.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f57b55bccd397f65b58f96b3733a0a3c241bad6b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00029.txt
@@ -0,0 +1,2 @@
+0 0.279687 0.622222 0.345313 0.622222 0.345313 0.663889 0.279687 0.663889
+1 0.229687 0.552778 0.487500 0.552778 0.487500 0.716667 0.229687 0.716667
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00030.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00030.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d287c645bb31e637030d42998f6a9f349c1ab192
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00030.txt
@@ -0,0 +1,2 @@
+1 0.290625 0.622222 0.489063 0.622222 0.489063 0.730556 0.290625 0.730556
+0 0.350000 0.683333 0.381250 0.683333 0.381250 0.716667 0.350000 0.716667
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00031.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00031.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3604cb97dc3561730e1dd4c29491715a9e4f2ef7
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00031.txt
@@ -0,0 +1 @@
+1 0.312500 0.569444 0.473438 0.569444 0.473438 0.741667 0.312500 0.741667
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00032.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00032.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8eec4bf92dcc685936d20250d0119e3d3a08d527
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00032.txt
@@ -0,0 +1 @@
+1 0.332813 0.577778 0.481250 0.577778 0.481250 0.733333 0.332813 0.733333
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00033.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00033.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2cd0683019ea010b8b1e32c6901cdf7c8b9a3df2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00033.txt
@@ -0,0 +1,2 @@
+1 0.364063 0.575000 0.503125 0.575000 0.503125 0.736111 0.364063 0.736111
+0 0.400000 0.650000 0.482812 0.650000 0.482812 0.697222 0.400000 0.697222
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00034.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00034.txt
new file mode 100644
index 0000000000000000000000000000000000000000..44018da0cfda7c5864760f9543cda922aba355d5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00034.txt
@@ -0,0 +1 @@
+1 0.317188 0.608333 0.500000 0.608333 0.500000 0.769444 0.317188 0.769444
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00035.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00035.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1a6f587c1112945374c09acba61ae520e2267055
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00035.txt
@@ -0,0 +1 @@
+1 0.323437 0.602778 0.485938 0.602778 0.485938 0.747222 0.323437 0.747222
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00036.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00036.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1d7fb1189768553a8a1dfd9363ffe6c44061d4a5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00036.txt
@@ -0,0 +1,2 @@
+1 0.271875 0.550000 0.420312 0.550000 0.420312 0.669444 0.271875 0.669444
+1 0.053125 0.558333 0.285938 0.558333 0.285938 0.683333 0.053125 0.683333
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00037.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00037.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d8ed44d6c3d7f8ec98ffba32f783d0e534a9a5dc
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00037.txt
@@ -0,0 +1,4 @@
+1 0.493750 0.652778 0.629687 0.652778 0.629687 0.727778 0.493750 0.727778
+0 0.521875 0.663889 0.623437 0.663889 0.623437 0.711111 0.521875 0.711111
+0 0.648438 0.591667 0.696875 0.591667 0.696875 0.627778 0.648438 0.627778
+2 0.645312 0.591667 0.696875 0.591667 0.696875 0.625000 0.645312 0.625000
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00038.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00038.txt
new file mode 100644
index 0000000000000000000000000000000000000000..af4332f9ffc20fd63a20d38bf34548a514af76d2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00038.txt
@@ -0,0 +1 @@
+1 0.479687 0.577778 0.651563 0.577778 0.651563 0.752778 0.479687 0.752778
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00039.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00039.txt
new file mode 100644
index 0000000000000000000000000000000000000000..afbb8eff644f8ebd2ca06a437c54dba2ba656674
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00039.txt
@@ -0,0 +1 @@
+1 0.490625 0.658333 0.590625 0.658333 0.590625 0.802778 0.490625 0.802778
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00040.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00040.txt
new file mode 100644
index 0000000000000000000000000000000000000000..776e7a2e48d0636653ca598bd7759e803a677ab4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00040.txt
@@ -0,0 +1,3 @@
+2 0.537500 0.652778 0.646875 0.652778 0.646875 0.705556 0.537500 0.705556
+0 0.506250 0.633333 0.684375 0.633333 0.684375 0.713889 0.506250 0.713889
+1 0.454688 0.708333 0.584375 0.708333 0.584375 0.761111 0.454688 0.761111
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00041.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00041.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8711cb115acf4e11085a92214a1e47e58a16a4ef
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00041.txt
@@ -0,0 +1,2 @@
+1 0.523438 0.586111 0.595313 0.586111 0.595313 0.702778 0.523438 0.702778
+2 0.601562 0.605556 0.664062 0.605556 0.664062 0.650000 0.601562 0.650000
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00042.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00042.txt
new file mode 100644
index 0000000000000000000000000000000000000000..154cce15c50c16e772e4055b07dc2877abc330cd
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00042.txt
@@ -0,0 +1 @@
+1 0.476562 0.577778 0.629687 0.577778 0.629687 0.780556 0.476562 0.780556
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00044.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00044.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3481dc9f46eb86106633ad9d06e96135b8e2f3f8
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00044.txt
@@ -0,0 +1,2 @@
+1 0.479687 0.583333 0.639062 0.583333 0.639062 0.763889 0.479687 0.763889
+2 0.632812 0.666667 0.737500 0.666667 0.737500 0.744444 0.632812 0.744444
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00045.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00045.txt
new file mode 100644
index 0000000000000000000000000000000000000000..12991aebbeeef65f51ff8a6b4831d0531739af3e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00045.txt
@@ -0,0 +1,3 @@
+1 0.156250 0.630556 0.626563 0.630556 0.626563 0.783333 0.156250 0.783333
+0 0.159375 0.633333 0.234375 0.633333 0.234375 0.683333 0.159375 0.683333
+0 0.251563 0.644444 0.382812 0.644444 0.382812 0.725000 0.251563 0.725000
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00046.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00046.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f39c4bb9e4cd64c5c89ba1671e6493cf8b17fb00
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00046.txt
@@ -0,0 +1,2 @@
+1 0.484375 0.575000 0.628125 0.575000 0.628125 0.722222 0.484375 0.722222
+0 0.543750 0.577778 0.579688 0.577778 0.579688 0.611111 0.543750 0.611111
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00047.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00047.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b894e35201148c74acc8108a0ac752f38a89b0d4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00047.txt
@@ -0,0 +1,2 @@
+1 0.450000 0.547222 0.600000 0.547222 0.600000 0.727778 0.450000 0.727778
+0 0.500000 0.616667 0.564063 0.616667 0.564063 0.661111 0.500000 0.661111
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00048.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00048.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ae52e8d2953b10a53985188c92119ebb00a5c93e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00048.txt
@@ -0,0 +1,3 @@
+1 0.428125 0.550000 0.659375 0.550000 0.659375 0.783333 0.428125 0.783333
+1 0.242188 0.611111 0.414062 0.611111 0.414062 0.691667 0.242188 0.691667
+0 0.287500 0.636111 0.376563 0.636111 0.376563 0.677778 0.287500 0.677778
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00049.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00049.txt
new file mode 100644
index 0000000000000000000000000000000000000000..df6d83ca1ec2e82cf10b8ef8aa6b8a4a9e2e6bb2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00049.txt
@@ -0,0 +1,3 @@
+0 0.439063 0.605556 0.501563 0.605556 0.501563 0.647222 0.439063 0.647222
+1 0.431250 0.586111 0.648438 0.586111 0.648438 0.780556 0.431250 0.780556
+1 0.435937 0.502778 0.529687 0.502778 0.529687 0.591667 0.435937 0.591667
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00050.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00050.txt
new file mode 100644
index 0000000000000000000000000000000000000000..549fdefa43ae09c90627015c60b1a33b6b95c002
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00050.txt
@@ -0,0 +1 @@
+1 0.435937 0.577778 0.648438 0.577778 0.648438 0.783333 0.435937 0.783333
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00051.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00051.txt
new file mode 100644
index 0000000000000000000000000000000000000000..125256152eb7816a4bb4ae5499080f0c9abea8c6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00051.txt
@@ -0,0 +1,2 @@
+1 0.414062 0.561111 0.632812 0.561111 0.632812 0.794444 0.414062 0.794444
+0 0.506250 0.680556 0.578125 0.680556 0.578125 0.736111 0.506250 0.736111
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00052.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00052.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e1de8546c021f05204bf6dd9d484391d6f62bdb6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00052.txt
@@ -0,0 +1 @@
+1 0.212500 0.633333 0.400000 0.633333 0.400000 0.744444 0.212500 0.744444
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00053.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00053.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5166313fb9264f6b2f21239687f592afb04ca301
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00053.txt
@@ -0,0 +1,4 @@
+1 0.331250 0.686111 0.390625 0.686111 0.390625 0.800000 0.331250 0.800000
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00054.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00054.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bda9b494369003b15417317f2021b71e678163a9
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00054.txt
@@ -0,0 +1,2 @@
+0 0.578125 0.738889 0.623437 0.738889 0.623437 0.783333 0.578125 0.783333
+1 0.465625 0.525000 0.604688 0.525000 0.604688 0.716667 0.465625 0.716667
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00055.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00055.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e2d45c7237f8928f73aa3b1bb0448e213c1fd942
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00055.txt
@@ -0,0 +1 @@
+1 0.496875 0.577778 0.646875 0.577778 0.646875 0.777778 0.496875 0.777778
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00056.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00056.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2e33fafb53629703510ebaf718d53f18d36eb765
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00056.txt
@@ -0,0 +1 @@
+1 0.468750 0.558333 0.623437 0.558333 0.623437 0.775000 0.468750 0.775000
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00057.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00057.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5e07f0866b4ec4cc52ceedf7b684edd571626d39
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00057.txt
@@ -0,0 +1,2 @@
+0 0.589063 0.613889 0.671875 0.613889 0.671875 0.688889 0.589063 0.688889
+1 0.485938 0.563889 0.665625 0.563889 0.665625 0.747222 0.485938 0.747222
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00058.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00058.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5cd9958469cf901e3e6caf43f4d48d701a9d79b8
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00058.txt
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+1 0.515625 0.650000 0.640625 0.650000 0.640625 0.786111 0.515625 0.786111
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+2 0.595313 0.622222 0.723437 0.622222 0.723437 0.688889 0.595313 0.688889
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00059.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00059.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f5ac6a1b0c452dcd16afcd8896ccdc3aca7827a1
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00059.txt
@@ -0,0 +1,3 @@
+1 0.518750 0.677778 0.653125 0.677778 0.653125 0.802778 0.518750 0.802778
+1 0.204687 0.622222 0.356250 0.622222 0.356250 0.741667 0.204687 0.741667
+2 0.617188 0.669444 0.771875 0.669444 0.771875 0.752778 0.617188 0.752778
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00060.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00060.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fd20b61f7d148e2c944be6099693e1eb79af164d
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00060.txt
@@ -0,0 +1 @@
+1 0.204687 0.588889 0.378125 0.588889 0.378125 0.747222 0.204687 0.747222
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00061.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00061.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e54acd9d5bc767f4d321b46c440b80d413f7e0c6
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00061.txt
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+1 0.492188 0.550000 0.650000 0.550000 0.650000 0.697222 0.492188 0.697222
+1 0.260937 0.600000 0.365625 0.600000 0.365625 0.736111 0.260937 0.736111
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00062.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00062.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eda3d5988d58e9921c3591f2c214492f63b7798b
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00062.txt
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+0 0.585938 0.733333 0.618750 0.733333 0.618750 0.775000 0.585938 0.775000
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+1 0.504687 0.605556 0.760938 0.605556 0.760938 0.766667 0.504687 0.766667
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00063.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00063.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6d7a4409bb98adf45f8919298bc63fabd357fbd3
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00063.txt
@@ -0,0 +1,3 @@
+1 0.206250 0.616667 0.628125 0.616667 0.628125 0.738889 0.206250 0.738889
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00064.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00064.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a6b319023c26fda93c9fda7252e82c33c28538a3
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00064.txt
@@ -0,0 +1 @@
+1 0.500000 0.630556 0.634375 0.630556 0.634375 0.783333 0.500000 0.783333
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00065.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00065.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a0a9d4b22bc3906e9b34c6a0e178f61e997be23c
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00065.txt
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+1 0.214062 0.633333 0.350000 0.633333 0.350000 0.708333 0.214062 0.708333
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00066.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00066.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6f47129dfb7934e9af0cfa4fbf1b9cf9e182cb02
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00066.txt
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+1 0.428125 0.580556 0.571875 0.580556 0.571875 0.675000 0.428125 0.675000
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00067.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00067.txt
new file mode 100644
index 0000000000000000000000000000000000000000..07b14a856e2995f3d77f8079bc115cd3fa347739
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00067.txt
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+0 0.535937 0.658333 0.582812 0.658333 0.582812 0.708333 0.535937 0.708333
+1 0.514062 0.636111 0.648438 0.636111 0.648438 0.752778 0.514062 0.752778
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00068.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00068.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2cdee476615d9389ed6fe5ce17b8e4f526154437
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00068.txt
@@ -0,0 +1 @@
+1 0.501563 0.561111 0.596875 0.561111 0.596875 0.697222 0.501563 0.697222
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00069.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00069.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e5dbbff8c773e711b4115c807968fb1aa3403b58
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00069.txt
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+2 0.765625 0.688889 0.876563 0.688889 0.876563 0.750000 0.765625 0.750000
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00070.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00070.txt
new file mode 100644
index 0000000000000000000000000000000000000000..def573cbef5f5a8929653ae069edb691ac62173b
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+1 0.534375 0.630556 0.637500 0.630556 0.637500 0.741667 0.534375 0.741667
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00071.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00071.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a2278714b82e07414d51927ae2b4111f8742dd0
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+1 0.495312 0.633333 0.643750 0.633333 0.643750 0.777778 0.495312 0.777778
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00072.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00072.txt
new file mode 100644
index 0000000000000000000000000000000000000000..853003397af1bb5bdac08deedc370017338dedf8
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+1 0.500000 0.611111 0.632812 0.611111 0.632812 0.783333 0.500000 0.783333
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00073.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00073.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8fe99bc416122d57fbcf364c845a3d1285c189c5
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00073.txt
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+2 0.692187 0.611111 0.748437 0.611111 0.748437 0.655556 0.692187 0.655556
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00074.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00074.txt
new file mode 100644
index 0000000000000000000000000000000000000000..344205b79df63f3acfd679b7dc73dda1882e8a12
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00074.txt
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+1 0.254688 0.605556 0.581250 0.605556 0.581250 0.716667 0.254688 0.716667
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00075.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00075.txt
new file mode 100644
index 0000000000000000000000000000000000000000..363486923330003ebfd5e63900faaebcdd12f7b1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00075.txt
@@ -0,0 +1 @@
+1 0.556250 0.591667 0.775000 0.591667 0.775000 0.725000 0.556250 0.725000
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00076.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00076.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3d9d1adcb36f3994d54dedb67ea3d2eef3554729
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00076.txt
@@ -0,0 +1 @@
+0 0.578125 0.636111 0.685937 0.636111 0.685937 0.711111 0.578125 0.711111
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00077.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00077.txt
new file mode 100644
index 0000000000000000000000000000000000000000..82644004f3f1ef3224854e80617c6be4e0b31b00
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00077.txt
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+0 0.560937 0.622222 0.640625 0.622222 0.640625 0.677778 0.560937 0.677778
+2 0.567187 0.625000 0.635938 0.625000 0.635938 0.669444 0.567187 0.669444
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00078.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00078.txt
new file mode 100644
index 0000000000000000000000000000000000000000..859b083b4d9e100f6f2031d41d9c0a4d36fa365f
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+2 0.560937 0.625000 0.640625 0.625000 0.640625 0.680556 0.560937 0.680556
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00079.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00079.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1cb4767d197dbcaadfc106ae6948cc68ab998c18
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00079.txt
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+0 0.564063 0.647222 0.654687 0.647222 0.654687 0.705556 0.564063 0.705556
+2 0.564063 0.652778 0.654687 0.652778 0.654687 0.697222 0.564063 0.697222
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00080.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00080.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ff40489799ab9f33aacb6920fd782ce87ae7996b
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00080.txt
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+2 0.557813 0.650000 0.651563 0.650000 0.651563 0.702778 0.557813 0.702778
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00081.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00081.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dc479461999e7970c6686611961337aa359177ee
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00081.txt
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+0 0.548438 0.630556 0.621875 0.630556 0.621875 0.688889 0.548438 0.688889
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00082.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00082.txt
new file mode 100644
index 0000000000000000000000000000000000000000..42e9bed7b270e61bfdc9b2d5f579ef0486743432
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+2 0.575000 0.675000 0.668750 0.675000 0.668750 0.736111 0.575000 0.736111
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00083.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00083.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6dc2f2db1ba230f514946453e7df0420ce791720
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00083.txt
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+0 0.568750 0.669444 0.653125 0.669444 0.653125 0.722222 0.568750 0.722222
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00085.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00085.txt
new file mode 100644
index 0000000000000000000000000000000000000000..36622c126bc577503a03a38dbf1bc9a2c30eec79
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00085.txt
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+1 0.468750 0.636111 0.490625 0.636111 0.490625 0.691667 0.468750 0.691667
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+0 0.557813 0.650000 0.637500 0.650000 0.637500 0.702778 0.557813 0.702778
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00086.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00086.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bb28ee62fd445d2c37d78bee467f9813b77b048d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00086.txt
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+2 0.400000 0.616667 0.478125 0.616667 0.478125 0.669444 0.400000 0.669444
+1 0.362500 0.613889 0.390625 0.613889 0.390625 0.655556 0.362500 0.655556
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00087.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00087.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e1432dedd7cddfc75f118c5288e2131133a44db8
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00087.txt
@@ -0,0 +1,3 @@
+1 0.248438 0.608333 0.312500 0.608333 0.312500 0.644444 0.248438 0.644444
+1 0.375000 0.605556 0.598437 0.605556 0.598437 0.683333 0.375000 0.683333
+2 0.596875 0.697222 0.685937 0.697222 0.685937 0.763889 0.596875 0.763889
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00088.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00088.txt
new file mode 100644
index 0000000000000000000000000000000000000000..886eda758cc590f1eb4a064c554275b9e47a3abf
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00088.txt
@@ -0,0 +1 @@
+2 0.598437 0.669444 0.706250 0.669444 0.706250 0.738889 0.598437 0.738889
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00089.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00089.txt
new file mode 100644
index 0000000000000000000000000000000000000000..05ec5e8437f3714472c3a32fe824eb3d60379e1d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00089.txt
@@ -0,0 +1,2 @@
+2 0.681250 0.661111 0.764062 0.661111 0.764062 0.711111 0.681250 0.711111
+1 0.270313 0.625000 0.428125 0.625000 0.428125 0.752778 0.270313 0.752778
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00090.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00090.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bb914658fcbf1250cb00dccc4f1b76497c29f7e1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00090.txt
@@ -0,0 +1 @@
+2 0.671875 0.669444 0.767188 0.669444 0.767188 0.725000 0.671875 0.725000
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00091.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00091.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f10747e704c263fb446f2614039a9f1b766d16fb
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00091.txt
@@ -0,0 +1,2 @@
+1 0.190625 0.636111 0.315625 0.636111 0.315625 0.747222 0.190625 0.747222
+1 0.415625 0.605556 0.689063 0.605556 0.689063 0.775000 0.415625 0.775000
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00092.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00092.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bc7fca01305f92f615eb52c09545afdb8d57ca57
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00092.txt
@@ -0,0 +1 @@
+1 0.379688 0.630556 0.664062 0.630556 0.664062 0.788889 0.379688 0.788889
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00093.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00093.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fd287354c80e64d6461c70520144406e6bbfb0ea
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00093.txt
@@ -0,0 +1,3 @@
+1 0.354687 0.641667 0.423438 0.641667 0.423438 0.800000 0.354687 0.800000
+1 0.000000 0.641667 0.068750 0.641667 0.068750 0.708333 0.000000 0.708333
+0 0.362500 0.669444 0.407813 0.669444 0.407813 0.708333 0.362500 0.708333
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00094.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00094.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e9fcdf75b78431c626b07f092a544893306bf570
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00094.txt
@@ -0,0 +1,5 @@
+1 0.025000 0.669444 0.478125 0.669444 0.478125 0.791667 0.025000 0.791667
+1 0.025000 0.583333 0.159375 0.583333 0.159375 0.661111 0.025000 0.661111
+0 0.175000 0.636111 0.248438 0.636111 0.248438 0.672222 0.175000 0.672222
+0 0.343750 0.644444 0.440625 0.644444 0.440625 0.683333 0.343750 0.683333
+0 0.206250 0.594444 0.260937 0.594444 0.260937 0.622222 0.206250 0.622222
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00095.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00095.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bdbaa8d89d63536f739f9671ff4eea09b2a86682
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00095.txt
@@ -0,0 +1,3 @@
+0 0.064062 0.686111 0.167187 0.686111 0.167187 0.763889 0.064062 0.763889
+1 0.007812 0.622222 0.253125 0.622222 0.253125 0.816667 0.007812 0.816667
+1 0.254688 0.627778 0.439063 0.627778 0.439063 0.791667 0.254688 0.791667
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00096.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00096.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3086f103c78be08184c42686e1b2b6a18a74746b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00096.txt
@@ -0,0 +1 @@
+1 0.001563 0.636111 0.262500 0.636111 0.262500 0.816667 0.001563 0.816667
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00097-MSI.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00097-MSI.txt
new file mode 100644
index 0000000000000000000000000000000000000000..29feaacd99cb970b1fb9c3b6a548203aa27a84c8
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00097-MSI.txt
@@ -0,0 +1,2 @@
+1 0.329688 0.711111 0.479687 0.711111 0.479687 0.805556 0.329688 0.805556
+1 0.003125 0.622222 0.312500 0.622222 0.312500 0.819444 0.003125 0.819444
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00097.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00097.txt
new file mode 100644
index 0000000000000000000000000000000000000000..db0ef90694df52416569584b412c64f5fdcd7d38
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00097.txt
@@ -0,0 +1,2 @@
+1 0.695312 0.186111 0.989062 0.186111 0.989062 0.355556 0.695312 0.355556
+1 0.462500 0.188889 0.671875 0.188889 0.671875 0.308333 0.462500 0.308333
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00098.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00098.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bb8d006be3ee9853b8f2ea3fd156f6d44ff6ccce
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00098.txt
@@ -0,0 +1,4 @@
+1 0.021875 0.702778 0.260937 0.702778 0.260937 0.808333 0.021875 0.808333
+1 0.375000 0.522222 0.423438 0.522222 0.423438 0.608333 0.375000 0.608333
+1 0.259375 0.569444 0.340625 0.569444 0.340625 0.611111 0.259375 0.611111
+2 0.214062 0.663889 0.303125 0.663889 0.303125 0.711111 0.214062 0.711111
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00099.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00099.txt
new file mode 100644
index 0000000000000000000000000000000000000000..613abae548c9b247e6757d0fce70a184d803ef8f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00099.txt
@@ -0,0 +1,2 @@
+1 0.101562 0.644444 0.301563 0.644444 0.301563 0.805556 0.101562 0.805556
+1 0.303125 0.541667 0.453125 0.541667 0.453125 0.722222 0.303125 0.722222
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00100.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00100.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4153b7dfd79daa1930c634414d60932146c79e6a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00100.txt
@@ -0,0 +1,2 @@
+1 0.114062 0.641667 0.453125 0.641667 0.453125 0.819444 0.114062 0.819444
+1 0.250000 0.552778 0.410938 0.552778 0.410938 0.638889 0.250000 0.638889
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00101.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00101.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8650948c15c807ef3102daabc7511d45e408b3ae
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00101.txt
@@ -0,0 +1,2 @@
+1 0.095312 0.625000 0.465625 0.625000 0.465625 0.808333 0.095312 0.808333
+2 0.548438 0.686111 0.635938 0.686111 0.635938 0.741667 0.548438 0.741667
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00102.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00102.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b4af10c0b6f4bbd930a44311c118a2384ce8562d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00102.txt
@@ -0,0 +1,3 @@
+0 0.101562 0.677778 0.171875 0.677778 0.171875 0.705556 0.101562 0.705556
+0 0.007812 0.733333 0.029687 0.733333 0.029687 0.763889 0.007812 0.763889
+1 0.000000 0.694444 0.284375 0.694444 0.284375 0.819444 0.000000 0.819444
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00103.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00103.txt
new file mode 100644
index 0000000000000000000000000000000000000000..018a56f081136160b71fe5562508e38a487e65a1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00103.txt
@@ -0,0 +1,4 @@
+1 0.004687 0.658333 0.309375 0.658333 0.309375 0.819444 0.004687 0.819444
+1 0.337500 0.622222 0.435937 0.622222 0.435937 0.711111 0.337500 0.711111
+1 0.331250 0.730556 0.479687 0.730556 0.479687 0.805556 0.331250 0.805556
+2 0.473438 0.697222 0.556250 0.697222 0.556250 0.750000 0.473438 0.750000
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00104.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00104.txt
new file mode 100644
index 0000000000000000000000000000000000000000..243e9f5803a68d03c4823c311310191df5968254
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00104.txt
@@ -0,0 +1,3 @@
+2 0.545312 0.655556 0.648438 0.655556 0.648438 0.705556 0.545312 0.705556
+2 0.417187 0.555556 0.471875 0.555556 0.471875 0.597222 0.417187 0.597222
+1 0.168750 0.663889 0.507812 0.663889 0.507812 0.811111 0.168750 0.811111
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00105.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00105.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4897f258702a69507ed3cf2dcc1f3674080b0b9f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00105.txt
@@ -0,0 +1,2 @@
+2 0.468750 0.666667 0.567187 0.666667 0.567187 0.738889 0.468750 0.738889
+1 0.071875 0.658333 0.346875 0.658333 0.346875 0.816667 0.071875 0.816667
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00106.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00106.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0d64fc92cb6d36d21c51dc7b7ff81bab8895721d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00106.txt
@@ -0,0 +1,2 @@
+1 0.104688 0.680556 0.354687 0.680556 0.354687 0.822222 0.104688 0.822222
+1 0.412500 0.669444 0.556250 0.669444 0.556250 0.805556 0.412500 0.805556
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00107.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00107.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ebce50f68bb107a18077197a2d88b882e317675e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00107.txt
@@ -0,0 +1,2 @@
+1 0.373437 0.672222 0.543750 0.672222 0.543750 0.794444 0.373437 0.794444
+2 0.218750 0.700000 0.323437 0.700000 0.323437 0.780556 0.218750 0.780556
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00108.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00108.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a9b77cfb6ec9472b0a1ddb390e8023a9daf5e0a2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00108.txt
@@ -0,0 +1 @@
+1 0.173437 0.608333 0.301563 0.608333 0.301563 0.794444 0.173437 0.794444
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00109.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00109.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d8f3a7dfaf891aa8ed2935f5bc81f2dbad4c7088
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00109.txt
@@ -0,0 +1,3 @@
+2 0.376563 0.713889 0.504687 0.713889 0.504687 0.794444 0.376563 0.794444
+1 0.332813 0.594444 0.435937 0.594444 0.435937 0.688889 0.332813 0.688889
+1 0.087500 0.697222 0.240625 0.697222 0.240625 0.811111 0.087500 0.811111
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00110.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00110.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7bd32459cc3181ddf9d89fcdf57577ab26364473
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00110.txt
@@ -0,0 +1,2 @@
+1 0.307812 0.683333 0.470313 0.683333 0.470313 0.808333 0.307812 0.808333
+1 0.092188 0.675000 0.284375 0.675000 0.284375 0.813889 0.092188 0.813889
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00111.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00111.txt
new file mode 100644
index 0000000000000000000000000000000000000000..83a918e9371cf701011e69f2363a2aafb5934d27
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00111.txt
@@ -0,0 +1,3 @@
+2 0.376563 0.697222 0.510938 0.697222 0.510938 0.761111 0.376563 0.761111
+1 0.370312 0.530556 0.442188 0.530556 0.442188 0.608333 0.370312 0.608333
+0 0.378125 0.691667 0.493750 0.691667 0.493750 0.766667 0.378125 0.766667
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00112.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00112.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8b72d07afac03db8f73f0715e3e9528234879870
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00112.txt
@@ -0,0 +1,3 @@
+1 0.310937 0.550000 0.517188 0.550000 0.517188 0.775000 0.310937 0.775000
+1 0.093750 0.669444 0.312500 0.669444 0.312500 0.777778 0.093750 0.777778
+0 0.353125 0.711111 0.417187 0.711111 0.417187 0.763889 0.353125 0.763889
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00113.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00113.txt
new file mode 100644
index 0000000000000000000000000000000000000000..18da9994ec5b81408d784a6efa50f5c68d02341f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00113.txt
@@ -0,0 +1,4 @@
+0 0.337500 0.652778 0.417187 0.652778 0.417187 0.758333 0.337500 0.758333
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+1 0.187500 0.566667 0.301563 0.566667 0.301563 0.650000 0.187500 0.650000
+1 0.329688 0.561111 0.431250 0.561111 0.431250 0.650000 0.329688 0.650000
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00114.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00114.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1efde10a583b16dd64f366dc4d5ad5b285afd248
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00114.txt
@@ -0,0 +1 @@
+1 0.007812 0.577778 0.468750 0.577778 0.468750 0.805556 0.007812 0.805556
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00115.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00115.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c519634ad6b02057714307308a308dfe9ffe6a0c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00115.txt
@@ -0,0 +1,2 @@
+1 0.350000 0.677778 0.476562 0.677778 0.476562 0.772222 0.350000 0.772222
+2 0.453125 0.652778 0.553125 0.652778 0.553125 0.708333 0.453125 0.708333
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00116.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00116.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7563e3d475015ce9db00627b6e4e480502a46342
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00116.txt
@@ -0,0 +1 @@
+1 0.203125 0.594444 0.550000 0.594444 0.550000 0.805556 0.203125 0.805556
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00117.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00117.txt
new file mode 100644
index 0000000000000000000000000000000000000000..779c3e20d477d8cb554df49aec163f0e105a7cee
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00117.txt
@@ -0,0 +1 @@
+1 0.046875 0.588889 0.539062 0.588889 0.539062 0.800000 0.046875 0.800000
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00118.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00118.txt
new file mode 100644
index 0000000000000000000000000000000000000000..611c7319a933e622e13118a4b9f47b971f3cb3e6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00118.txt
@@ -0,0 +1,2 @@
+1 0.118750 0.586111 0.548438 0.586111 0.548438 0.811111 0.118750 0.811111
+0 0.384375 0.591667 0.445312 0.591667 0.445312 0.625000 0.384375 0.625000
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00119.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00119.txt
new file mode 100644
index 0000000000000000000000000000000000000000..081b46d4b16c76e65e771d1dd364531947421dae
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00119.txt
@@ -0,0 +1,2 @@
+2 0.360938 0.708333 0.493750 0.708333 0.493750 0.780556 0.360938 0.780556
+1 0.081250 0.608333 0.359375 0.608333 0.359375 0.808333 0.081250 0.808333
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00120.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00120.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1a9ecff07213c91159ae444270386b30b9a41af3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00120.txt
@@ -0,0 +1,3 @@
+1 0.048438 0.547222 0.375000 0.547222 0.375000 0.816667 0.048438 0.816667
+0 0.143750 0.741667 0.201563 0.741667 0.201563 0.805556 0.143750 0.805556
+0 0.220312 0.705556 0.246875 0.705556 0.246875 0.741667 0.220312 0.741667
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00121.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00121.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e50d79450ba7687d7587fb5be7786db7e2182cba
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00121.txt
@@ -0,0 +1,2 @@
+1 0.071875 0.577778 0.381250 0.577778 0.381250 0.811111 0.071875 0.811111
+0 0.210938 0.661111 0.264062 0.661111 0.264062 0.716667 0.210938 0.716667
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00122.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00122.txt
new file mode 100644
index 0000000000000000000000000000000000000000..322e7862459ad0b33ea6653d19d4fc3bb28c0224
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00122.txt
@@ -0,0 +1,2 @@
+0 0.190625 0.708333 0.257812 0.708333 0.257812 0.786111 0.190625 0.786111
+1 0.046875 0.550000 0.585938 0.550000 0.585938 0.780556 0.046875 0.780556
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00123.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00123.txt
new file mode 100644
index 0000000000000000000000000000000000000000..089f572fa27781936eada9ed47f72063e3b00f9f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00123.txt
@@ -0,0 +1,5 @@
+2 0.595313 0.722222 0.745313 0.722222 0.745313 0.772222 0.595313 0.772222
+0 0.425000 0.630556 0.510938 0.630556 0.510938 0.663889 0.425000 0.663889
+0 0.243750 0.647222 0.326562 0.647222 0.326562 0.694444 0.243750 0.694444
+0 0.306250 0.658333 0.384375 0.658333 0.384375 0.697222 0.306250 0.697222
+1 0.114062 0.666667 0.562500 0.666667 0.562500 0.794444 0.114062 0.794444
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00124.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00124.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4d2e55be1d5c457c65a689e03e5fbcb760b1f115
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00124.txt
@@ -0,0 +1 @@
+1 0.478125 0.627778 0.631250 0.627778 0.631250 0.777778 0.478125 0.777778
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00125.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00125.txt
new file mode 100644
index 0000000000000000000000000000000000000000..295118f740f4997baed76c72a62bebbab3c9b0a2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00125.txt
@@ -0,0 +1,2 @@
+0 0.585938 0.655556 0.690625 0.655556 0.690625 0.722222 0.585938 0.722222
+1 0.025000 0.688889 0.170313 0.688889 0.170313 0.802778 0.025000 0.802778
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00126.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00126.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eb9b521c4474b30007c2b1f489281d6799c92dc9
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00126.txt
@@ -0,0 +1 @@
+1 0.334375 0.627778 0.425000 0.627778 0.425000 0.791667 0.334375 0.791667
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00127.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00127.txt
new file mode 100644
index 0000000000000000000000000000000000000000..117a6e1ff72b3f33635bda8507450986d0dcdde1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00127.txt
@@ -0,0 +1,2 @@
+2 0.345313 0.694444 0.453125 0.694444 0.453125 0.761111 0.345313 0.761111
+2 0.515625 0.650000 0.595313 0.650000 0.595313 0.711111 0.515625 0.711111
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00128.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00128.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3d7248003e27daf9de1bd0beb0802b0872475cb2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00128.txt
@@ -0,0 +1 @@
+1 0.189062 0.658333 0.406250 0.658333 0.406250 0.761111 0.189062 0.761111
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00129.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00129.txt
new file mode 100644
index 0000000000000000000000000000000000000000..69153eb6e3fe3cd0c31724f8f08f13211e749544
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00129.txt
@@ -0,0 +1,2 @@
+2 0.328125 0.694444 0.443750 0.694444 0.443750 0.783333 0.328125 0.783333
+0 0.368750 0.741667 0.420312 0.741667 0.420312 0.775000 0.368750 0.775000
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00130.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00130.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0250565fc44d471fd88edd3f51fe3a6bd205c7f2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00130.txt
@@ -0,0 +1,2 @@
+2 0.376563 0.666667 0.468750 0.666667 0.468750 0.741667 0.376563 0.741667
+2 0.146875 0.613889 0.206250 0.613889 0.206250 0.647222 0.146875 0.647222
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00131.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00131.txt
new file mode 100644
index 0000000000000000000000000000000000000000..61a14d83ad297bb29ddae2d23a0c5efcad7d0a37
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00131.txt
@@ -0,0 +1 @@
+1 0.390625 0.583333 0.490625 0.583333 0.490625 0.797222 0.390625 0.797222
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00132.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00132.txt
new file mode 100644
index 0000000000000000000000000000000000000000..077896a22978aebda51d18a0891c1c0a851d32fd
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00132.txt
@@ -0,0 +1,3 @@
+1 0.203125 0.627778 0.457813 0.627778 0.457813 0.752778 0.203125 0.752778
+0 0.264062 0.641667 0.348438 0.641667 0.348438 0.686111 0.264062 0.686111
+2 0.264062 0.638889 0.348438 0.638889 0.348438 0.686111 0.264062 0.686111
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00133.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00133.txt
new file mode 100644
index 0000000000000000000000000000000000000000..42fef7440e933935038688c5f259d27c9c316456
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00133.txt
@@ -0,0 +1 @@
+1 0.228125 0.566667 0.435937 0.566667 0.435937 0.772222 0.228125 0.772222
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00134.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00134.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f05cc2ed67112cb06d2b9c20ac79f9f261cb53ac
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00134.txt
@@ -0,0 +1 @@
+1 0.173437 0.605556 0.459375 0.605556 0.459375 0.813889 0.173437 0.813889
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00135.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00135.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b2a273eab23964e3a057e9570b8f017dddf359bd
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00135.txt
@@ -0,0 +1 @@
+1 0.153125 0.597222 0.340625 0.597222 0.340625 0.816667 0.153125 0.816667
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00136.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00136.txt
new file mode 100644
index 0000000000000000000000000000000000000000..742e87f92c9264d110c295f89eb1e53f493f0315
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00136.txt
@@ -0,0 +1 @@
+1 0.162500 0.636111 0.331250 0.636111 0.331250 0.811111 0.162500 0.811111
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00137.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00137.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a0dc3fd24b9969b5453acc1c16d97d7f4fe909c9
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00137.txt
@@ -0,0 +1,4 @@
+2 0.370312 0.680556 0.464062 0.680556 0.464062 0.741667 0.370312 0.741667
+1 0.176563 0.577778 0.501563 0.577778 0.501563 0.805556 0.176563 0.805556
+0 0.232813 0.744444 0.250000 0.744444 0.250000 0.769444 0.232813 0.769444
+0 0.293750 0.658333 0.309375 0.658333 0.309375 0.683333 0.293750 0.683333
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00138.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00138.txt
new file mode 100644
index 0000000000000000000000000000000000000000..94ea236c12bb26e3f5000019667ab3a40b12df88
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00138.txt
@@ -0,0 +1,3 @@
+1 0.218750 0.627778 0.457813 0.627778 0.457813 0.766667 0.218750 0.766667
+2 0.234375 0.677778 0.321875 0.677778 0.321875 0.725000 0.234375 0.725000
+2 0.409375 0.533333 0.459375 0.533333 0.459375 0.561111 0.409375 0.561111
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00139.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00139.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a68046865efd2117aabaae4ec8f084f31200cfd1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00139.txt
@@ -0,0 +1,3 @@
+1 0.040625 0.694444 0.160938 0.694444 0.160938 0.766667 0.040625 0.766667
+0 0.381250 0.641667 0.492188 0.641667 0.492188 0.700000 0.381250 0.700000
+2 0.392188 0.644444 0.484375 0.644444 0.484375 0.694444 0.392188 0.694444
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00140.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00140.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6193babdc4e9070a5be986932fd99f12f1fbf858
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00140.txt
@@ -0,0 +1 @@
+1 0.200000 0.588889 0.362500 0.588889 0.362500 0.802778 0.200000 0.802778
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00141.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00141.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9832cbf618cb48377bdad30b5cb1e6715b69878b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00141.txt
@@ -0,0 +1 @@
+2 0.506250 0.700000 0.618750 0.700000 0.618750 0.752778 0.506250 0.752778
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00142.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00142.txt
new file mode 100644
index 0000000000000000000000000000000000000000..37892495fb81b32c2671f44d9caa5c2ba9e41667
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00142.txt
@@ -0,0 +1 @@
+1 0.332813 0.569444 0.446875 0.569444 0.446875 0.802778 0.332813 0.802778
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00143.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00143.txt
new file mode 100644
index 0000000000000000000000000000000000000000..44db29e42cda3b606a8df1ca6201edd270ef62e2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00143.txt
@@ -0,0 +1 @@
+2 0.481250 0.708333 0.607812 0.708333 0.607812 0.777778 0.481250 0.777778
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00144.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00144.txt
new file mode 100644
index 0000000000000000000000000000000000000000..70d75e442c3364319fb03d06394ffdfcccff491d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00144.txt
@@ -0,0 +1,3 @@
+1 0.437500 0.602778 0.584375 0.602778 0.584375 0.802778 0.437500 0.802778
+1 0.265625 0.608333 0.370312 0.608333 0.370312 0.761111 0.265625 0.761111
+1 0.398438 0.544444 0.426563 0.544444 0.426563 0.722222 0.398438 0.722222
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00145.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00145.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9f786537fef86635e68670a038936007e7d06eb7
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00145.txt
@@ -0,0 +1 @@
+2 0.381250 0.688889 0.503125 0.688889 0.503125 0.758333 0.381250 0.758333
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00146.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00146.txt
new file mode 100644
index 0000000000000000000000000000000000000000..55b63a4bb124a4aa281ab0e0e0759710abb2fa69
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00146.txt
@@ -0,0 +1,4 @@
+0 0.387500 0.638889 0.459375 0.638889 0.459375 0.677778 0.387500 0.677778
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+1 0.382812 0.622222 0.500000 0.622222 0.500000 0.711111 0.382812 0.711111
+1 0.181250 0.580556 0.348438 0.580556 0.348438 0.738889 0.181250 0.738889
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00147.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00147.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3f8e446ed71893e21a861e03b0778053aa17527c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00147.txt
@@ -0,0 +1,2 @@
+1 0.037500 0.750000 0.156250 0.750000 0.156250 0.825000 0.037500 0.825000
+1 0.360938 0.586111 0.504687 0.586111 0.504687 0.802778 0.360938 0.802778
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00148.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00148.txt
new file mode 100644
index 0000000000000000000000000000000000000000..599d47797cb433bc72535b5f99d465335f7fdb12
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00148.txt
@@ -0,0 +1,2 @@
+1 0.368750 0.544444 0.507812 0.544444 0.507812 0.802778 0.368750 0.802778
+1 0.282813 0.541667 0.431250 0.541667 0.431250 0.650000 0.282813 0.650000
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00149.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00149.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3d5af843c915a4857696049977a51131515effcd
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00149.txt
@@ -0,0 +1 @@
+2 0.729688 0.705556 0.839063 0.705556 0.839063 0.752778 0.729688 0.752778
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00150.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00150.txt
new file mode 100644
index 0000000000000000000000000000000000000000..abaab2b84841b6da1e66c54c06be6fe0123eee07
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00150.txt
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+1 0.003125 0.638889 0.140625 0.638889 0.140625 0.805556 0.003125 0.805556
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00151.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00151.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ca07bb3eed6e02544023be9539a996779cd6e142
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00151.txt
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+1 0.010937 0.641667 0.301563 0.641667 0.301563 0.802778 0.010937 0.802778
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00152.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00152.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3c5260c8d4f290dbe0284b518bc7b81259a12a3d
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00152.txt
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+1 0.000000 0.613889 0.468750 0.613889 0.468750 0.791667 0.000000 0.791667
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00153.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00153.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e71bbc9c9a6c6b301d7010546983ff0d0e69c945
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00153.txt
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+1 0.087500 0.616667 0.545312 0.616667 0.545312 0.802778 0.087500 0.802778
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00154.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00154.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4e5ab067a6dd46aa4f51eb83b9874c23681bef42
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00154.txt
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+1 0.070312 0.602778 0.573438 0.602778 0.573438 0.822222 0.070312 0.822222
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00155.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00155.txt
new file mode 100644
index 0000000000000000000000000000000000000000..632244fa813e2ba7d0c4672be376759a8afd5c75
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00155.txt
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+1 0.073438 0.588889 0.620313 0.588889 0.620313 0.816667 0.073438 0.816667
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00156.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00156.txt
new file mode 100644
index 0000000000000000000000000000000000000000..df3a0873cbc64b2ffcd7179f2900ba5d40f87bdd
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00156.txt
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+1 0.351562 0.597222 0.559375 0.597222 0.559375 0.811111 0.351562 0.811111
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00157.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00157.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a5a495b0de94acba03ee05df17fdc7dbcd188dfa
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00157.txt
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+1 0.526563 0.572222 0.643750 0.572222 0.643750 0.805556 0.526563 0.805556
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00158.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00158.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c2fd08be4b45c90f792c1ed5a8ee5013b58c2cda
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00158.txt
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+0 0.473438 0.672222 0.575000 0.672222 0.575000 0.736111 0.473438 0.736111
+1 0.454688 0.652778 0.628125 0.652778 0.628125 0.761111 0.454688 0.761111
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00159.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00159.txt
new file mode 100644
index 0000000000000000000000000000000000000000..200f85136491a86c4efa302d0bab3b2a5fda9aef
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00159.txt
@@ -0,0 +1,2 @@
+1 0.273438 0.630556 0.382812 0.630556 0.382812 0.733333 0.273438 0.733333
+1 0.523438 0.602778 0.601562 0.602778 0.601562 0.766667 0.523438 0.766667
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00160.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00160.txt
new file mode 100644
index 0000000000000000000000000000000000000000..72e529aead2ef9537f77c67498f72350de6a7dac
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00160.txt
@@ -0,0 +1,2 @@
+1 0.498437 0.550000 0.631250 0.550000 0.631250 0.722222 0.498437 0.722222
+1 0.385937 0.613889 0.493750 0.613889 0.493750 0.747222 0.385937 0.747222
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00162.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00162.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d09ba19d0acf9b139b2cc566c3409c24506ef29c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00162.txt
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+1 0.437500 0.566667 0.710938 0.566667 0.710938 0.741667 0.437500 0.741667
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00163.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00163.txt
new file mode 100644
index 0000000000000000000000000000000000000000..978a558eb3f45707b5848bf65795e8fd8595114b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00163.txt
@@ -0,0 +1 @@
+1 0.339062 0.591667 0.662500 0.591667 0.662500 0.822222 0.339062 0.822222
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00164.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00164.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d70801742db751e3bc7aeef7a1285b6a5809fbbd
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00164.txt
@@ -0,0 +1,2 @@
+1 0.407813 0.502778 0.601562 0.502778 0.601562 0.755556 0.407813 0.755556
+1 0.650000 0.497222 0.720313 0.497222 0.720313 0.647222 0.650000 0.647222
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00165.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00165.txt
new file mode 100644
index 0000000000000000000000000000000000000000..19b0c6164a0c82c3bb11ee06550b55e8368895ec
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00165.txt
@@ -0,0 +1,4 @@
+1 0.285938 0.641667 0.421875 0.641667 0.421875 0.838889 0.285938 0.838889
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+0 0.362500 0.680556 0.395313 0.680556 0.395313 0.722222 0.362500 0.722222
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00166.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00166.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d392b5920823b1a70b433a7d544af80eb8d161b0
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00166.txt
@@ -0,0 +1,2 @@
+1 0.314063 0.583333 0.475000 0.583333 0.475000 0.825000 0.314063 0.825000
+1 0.623437 0.633333 0.715625 0.633333 0.715625 0.716667 0.623437 0.716667
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00167.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00167.txt
new file mode 100644
index 0000000000000000000000000000000000000000..81c3d6432550abf860a22a8922c40d7cbef1bdde
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00167.txt
@@ -0,0 +1,4 @@
+1 0.276562 0.591667 0.446875 0.591667 0.446875 0.763889 0.276562 0.763889
+1 0.000000 0.708333 0.112500 0.708333 0.112500 0.863889 0.000000 0.863889
+1 0.140625 0.775000 0.229687 0.775000 0.229687 0.850000 0.140625 0.850000
+1 0.489063 0.708333 0.531250 0.708333 0.531250 0.805556 0.489063 0.805556
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00168.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00168.txt
new file mode 100644
index 0000000000000000000000000000000000000000..66bd82916c3196230bc69bb817b324762bdfe2cb
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00168.txt
@@ -0,0 +1,3 @@
+1 0.400000 0.566667 0.560937 0.566667 0.560937 0.800000 0.400000 0.800000
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+0 0.401562 0.736111 0.429688 0.736111 0.429688 0.786111 0.401562 0.786111
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00169.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00169.txt
new file mode 100644
index 0000000000000000000000000000000000000000..35a5dc90a230f52b489c92227efed8a618631177
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00169.txt
@@ -0,0 +1 @@
+1 0.278125 0.622222 0.364063 0.622222 0.364063 0.811111 0.278125 0.811111
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00170.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00170.txt
new file mode 100644
index 0000000000000000000000000000000000000000..91b48d5b92418aa6fe9761b004f533ec58a0f59c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00170.txt
@@ -0,0 +1,3 @@
+1 0.246875 0.619444 0.621875 0.619444 0.621875 0.811111 0.246875 0.811111
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+0 0.675000 0.602778 0.723437 0.602778 0.723437 0.627778 0.675000 0.627778
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00171.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00171.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0bd55f4068cb8e1d4c826f5f00a91c807a29adfe
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00171.txt
@@ -0,0 +1,2 @@
+1 0.050000 0.594444 0.265625 0.594444 0.265625 0.791667 0.050000 0.791667
+1 0.395313 0.563889 0.432812 0.563889 0.432812 0.805556 0.395313 0.805556
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00172.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00172.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d9d0cf83ad7c588b8040fe30fff679301f152d86
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00172.txt
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+1 0.400000 0.633333 0.700000 0.633333 0.700000 0.763889 0.400000 0.763889
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00173.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00173.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7cbb3f6d280ae8a643324df39e4592f530110f2e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00173.txt
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+0 0.110937 0.683333 0.196875 0.683333 0.196875 0.747222 0.110937 0.747222
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+1 0.007812 0.666667 0.229687 0.666667 0.229687 0.813889 0.007812 0.813889
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00174.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00174.txt
new file mode 100644
index 0000000000000000000000000000000000000000..acefb79ffd10aa985063336bf7236f54f5e5a758
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+1 0.393750 0.555556 0.637500 0.555556 0.637500 0.805556 0.393750 0.805556
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00175.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00175.txt
new file mode 100644
index 0000000000000000000000000000000000000000..88e892432de7eacd8b07df14b9d03d8cc4142157
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@@ -0,0 +1,2 @@
+0 0.007812 0.766667 0.096875 0.766667 0.096875 0.822222 0.007812 0.822222
+1 0.318750 0.613889 0.671875 0.613889 0.671875 0.808333 0.318750 0.808333
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00176.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00176.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e01cfd73801731c9e1cec49eaffe1aa10297a96f
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00177.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00177.txt
new file mode 100644
index 0000000000000000000000000000000000000000..65e53b07be94d384d5d3a296a77e238490973fa6
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00178.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00178.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bcb55e40b1615ac46f6deb4b5ed50a8cb706032f
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00179.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00179.txt
new file mode 100644
index 0000000000000000000000000000000000000000..70536261eeb11842d7e1d9ab65217d4f9b7149b1
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00180.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00180.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fcfcded1130bee8d09d62824e59624d6c617b00a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00180.txt
@@ -0,0 +1 @@
+1 0.000000 0.591667 0.456250 0.591667 0.456250 0.816667 0.000000 0.816667
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00181.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00181.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8119754834e775dfb8ec759e49f65e02cfeb48e1
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00181.txt
@@ -0,0 +1,2 @@
+1 0.243750 0.586111 0.603125 0.586111 0.603125 0.808333 0.243750 0.808333
+0 0.445312 0.613889 0.484375 0.613889 0.484375 0.644444 0.445312 0.644444
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00182.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00182.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8e382dba894a6f0b53a6215460a5a49d35cdc2ba
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00182.txt
@@ -0,0 +1,4 @@
+1 0.014063 0.594444 0.245312 0.594444 0.245312 0.805556 0.014063 0.805556
+1 0.456250 0.625000 0.632812 0.625000 0.632812 0.797222 0.456250 0.797222
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+1 0.451562 0.547222 0.512500 0.547222 0.512500 0.608333 0.451562 0.608333
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00183.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00183.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a1638b95fe9377d229fc9096aba52f12fa753276
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00183.txt
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+1 0.231250 0.580556 0.414062 0.580556 0.414062 0.813889 0.231250 0.813889
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00184.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00184.txt
new file mode 100644
index 0000000000000000000000000000000000000000..65a5a7a3622ef4c7323f89916184c9d42d6c4f33
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00184.txt
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+1 0.242188 0.575000 0.631250 0.575000 0.631250 0.777778 0.242188 0.777778
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00185.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00185.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1793f910236e05ddbd64f984829b1d51e125f781
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00185.txt
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+1 0.001563 0.588889 0.185938 0.588889 0.185938 0.727778 0.001563 0.727778
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00186.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00186.txt
new file mode 100644
index 0000000000000000000000000000000000000000..580f61e173aef1b0506dcdebbc444d7da58f36a1
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00186.txt
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+1 0.410938 0.602778 0.587500 0.602778 0.587500 0.791667 0.410938 0.791667
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00187.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00187.txt
new file mode 100644
index 0000000000000000000000000000000000000000..29b9899be7a1391c693f34cf65a216e5ba5e28b9
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00187.txt
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+1 0.182812 0.650000 0.290625 0.650000 0.290625 0.758333 0.182812 0.758333
+1 0.298438 0.608333 0.398438 0.608333 0.398438 0.686111 0.298438 0.686111
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00188.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00188.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ce4bb3e3b53cc4f1a22edcbcf443a1cfc1e1dd33
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00188.txt
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+1 0.000000 0.647222 0.207813 0.647222 0.207813 0.766667 0.000000 0.766667
+1 0.178125 0.697222 0.273438 0.697222 0.273438 0.822222 0.178125 0.822222
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00189.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00189.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3bbe8eecb5c95bf26c78b1a1788deb5cbe530e75
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+1 0.082812 0.572222 0.367188 0.572222 0.367188 0.822222 0.082812 0.822222
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00190.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00190.txt
new file mode 100644
index 0000000000000000000000000000000000000000..36e0e639001e251b795cc470d92d9bb270c57fda
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00190.txt
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+1 0.189062 0.566667 0.545312 0.566667 0.545312 0.813889 0.189062 0.813889
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00191.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00191.txt
new file mode 100644
index 0000000000000000000000000000000000000000..493666d4ef6be048da6f6e8779d4ea2452772c44
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00191.txt
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+1 0.125000 0.580556 0.406250 0.580556 0.406250 0.822222 0.125000 0.822222
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00192.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00192.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8e59decbd102c90eb0f5dd868908405117dc07fd
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00192.txt
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+1 0.060937 0.575000 0.393750 0.575000 0.393750 0.827778 0.060937 0.827778
+1 0.548438 0.725000 0.639062 0.725000 0.639062 0.791667 0.548438 0.791667
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00193.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00193.txt
new file mode 100644
index 0000000000000000000000000000000000000000..35dbad78d320e526d0ba7ba99acee99927999156
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+1 0.015625 0.594444 0.367188 0.594444 0.367188 0.825000 0.015625 0.825000
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00194.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00194.txt
new file mode 100644
index 0000000000000000000000000000000000000000..08ebe855d27baceb65ebd2cafafffddaa0d9fd67
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+2 0.735938 0.680556 0.831250 0.680556 0.831250 0.752778 0.735938 0.752778
+0 0.831250 0.688889 0.895312 0.688889 0.895312 0.741667 0.831250 0.741667
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00195.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00195.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f4c582d63f9777b3f120f91a34f6b2357d9f660f
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00195.txt
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+1 0.298438 0.586111 0.473438 0.586111 0.473438 0.763889 0.298438 0.763889
+1 0.504687 0.536111 0.553125 0.536111 0.553125 0.608333 0.504687 0.608333
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00196.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00196.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6814e34e1e5fb7da822a4707fb739e76686a0668
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00196.txt
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+1 0.356250 0.569444 0.528125 0.569444 0.528125 0.722222 0.356250 0.722222
+1 0.346875 0.513889 0.417187 0.513889 0.417187 0.561111 0.346875 0.561111
+0 0.443750 0.666667 0.475000 0.666667 0.475000 0.691667 0.443750 0.691667
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00197.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00197.txt
new file mode 100644
index 0000000000000000000000000000000000000000..da87cf848e5d25b8e3019b2a0c627c00aeb34584
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00197.txt
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+1 0.387500 0.552778 0.584375 0.552778 0.584375 0.797222 0.387500 0.797222
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+2 0.248438 0.566667 0.295312 0.566667 0.295312 0.608333 0.248438 0.608333
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00198.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00198.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7ef1e7fe7aa668b3f14f7ea61d8c483dfd3b0cfa
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00198.txt
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+2 0.400000 0.636111 0.490625 0.636111 0.490625 0.711111 0.400000 0.711111
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00199.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00199.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6623158470c28572d6fe4ad55edf708419305179
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00199.txt
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+1 0.306250 0.666667 0.414062 0.666667 0.414062 0.755556 0.306250 0.755556
+1 0.478125 0.613889 0.570312 0.613889 0.570312 0.694444 0.478125 0.694444
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00200.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00200.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9ec71eb309e508bef4ef7ef8cab2eae71572ec69
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00200.txt
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+1 0.351562 0.641667 0.534375 0.641667 0.534375 0.727778 0.351562 0.727778
+2 0.893750 0.755556 1.000000 0.755556 1.000000 0.847222 0.893750 0.847222
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00201.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00201.txt
new file mode 100644
index 0000000000000000000000000000000000000000..984d312c13b0ea4798beb4c394e109147cbcaa25
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00201.txt
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+2 0.856250 0.725000 0.918750 0.725000 0.918750 0.788889 0.856250 0.788889
+1 0.557813 0.736111 0.731250 0.736111 0.731250 0.825000 0.557813 0.825000
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00202.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00202.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d27326a876ffd784935c3ee358fd79a6c7fe0cd6
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00202.txt
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+2 0.275000 0.672222 0.404687 0.672222 0.404687 0.722222 0.275000 0.722222
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00203.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00203.txt
new file mode 100644
index 0000000000000000000000000000000000000000..688c2b1ce30f6526bfccf5cf4ee2c68083b5358e
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+1 0.321875 0.630556 0.759375 0.630556 0.759375 0.775000 0.321875 0.775000
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00204.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00204.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a809e41bab488f71551be92c5cdb631b2eb19721
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+2 0.248438 0.622222 0.353125 0.622222 0.353125 0.677778 0.248438 0.677778
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00205.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00205.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6ca3adabd9833222e6494133541c0ed3f957d39d
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+1 0.548438 0.638889 0.634375 0.638889 0.634375 0.716667 0.548438 0.716667
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00206.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00206.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f8fa0fe6f56f66cdbc2aec2cc1949f51c18d90f3
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+++ b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00206.txt
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+2 0.303125 0.650000 0.407813 0.650000 0.407813 0.727778 0.303125 0.727778
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00207.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00207.txt
new file mode 100644
index 0000000000000000000000000000000000000000..defec12485a13010f359adf5f7e3632225055cae
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00208.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00208.txt
new file mode 100644
index 0000000000000000000000000000000000000000..81a76d4259d6b9a48784f1c19dca9d78a13a6789
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+1 0.450000 0.622222 0.765625 0.622222 0.765625 0.805556 0.450000 0.805556
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00209.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00209.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e995e17885298ca7a30d10a409f41fb179942516
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+1 0.453125 0.647222 0.546875 0.647222 0.546875 0.744444 0.453125 0.744444
+2 0.745313 0.694444 0.850000 0.694444 0.850000 0.758333 0.745313 0.758333
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00210.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00210.txt
new file mode 100644
index 0000000000000000000000000000000000000000..51998936c9665abde395c20ee250794a343a567a
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+0 0.842187 0.661111 0.934375 0.661111 0.934375 0.738889 0.842187 0.738889
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00211.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00211.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8677cf9e52fced4bd6acd6655dc2d528d6f5c420
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+0 0.879687 0.691667 0.971875 0.691667 0.971875 0.761111 0.879687 0.761111
+1 0.742188 0.602778 0.818750 0.602778 0.818750 0.683333 0.742188 0.683333
diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00212.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00212.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4578bf6612c18cc0625869f441f9d2dd4eb5a0f6
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+2 0.459375 0.616667 0.542188 0.616667 0.542188 0.675000 0.459375 0.675000
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diff --git a/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00213.txt b/data/chatbot_service/data/pothole_training/road_damage_2025/data/labels/vlcsnap-00213.txt
new file mode 100644
index 0000000000000000000000000000000000000000..337f7a83ddcbc50577c00bb229f782d9372fac7f
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1028.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1028.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1affb2f21a86be57b8415fb57f931a078b714e99
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1028.txt
@@ -0,0 +1 @@
+0 0.436994 0.274767 0.528333 0.345333
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1029.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1029.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9d7cf5e57ac7f4025cd5ddd354afb13af24054cf
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1029.txt
@@ -0,0 +1 @@
+0 0.525392 0.577350 0.721900 0.603700
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_103.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_103.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8e57cd75ecfac612c9b48ebbdbd3632445c5cc3a
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_103.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1030.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1030.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2884de12aeeee5e205339e7a0e94a0a71c6a656d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1030.txt
@@ -0,0 +1,2 @@
+0 0.962050 0.336900 0.075900 0.091150
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1031.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1031.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2c0e57f927103a76f75b5813cecf903b4c1d9da4
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1031.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1032.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1032.txt
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index 0000000000000000000000000000000000000000..3a6ff62654f3b937279e05450cc77109663226c1
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1032.txt
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+0 0.480013 0.416388 0.265525 0.162275
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1034.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1034.txt
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index 0000000000000000000000000000000000000000..a4cc8f13d64673be58efab0c4865c1b8dd3ffefa
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1035.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1035.txt
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index 0000000000000000000000000000000000000000..b9bda0184442b821aab5f85784b090ea6cf31c61
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1036.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1036.txt
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index 0000000000000000000000000000000000000000..35df58c7a7bdb7e3e922651dc67ac8c35cc195e4
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1038.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1038.txt
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index 0000000000000000000000000000000000000000..c418c83e055494e8dc1fcf9e0aa226b6781a6701
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1039.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1039.txt
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index 0000000000000000000000000000000000000000..f7e2be3b2a34204b22a5ce4c9d98f49f502da449
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_104.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_104.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1040.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1040.txt
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index 0000000000000000000000000000000000000000..f63627462c28ecae3e39eafc50fed59bad2ca603
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1041.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1041.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1042.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1042.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8e4226d11502a8361ab038173b34cc51efe60c72
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1043.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1043.txt
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index 0000000000000000000000000000000000000000..386a77e570336d6503084ccfb03085728528e472
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1045.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1045.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1046.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1046.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1048.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1048.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1049.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1049.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_105.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_105.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1050.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1050.txt
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index 0000000000000000000000000000000000000000..9678687ab93d61973f9034dd759fb3572276cb17
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1051.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1051.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1052.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1052.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1054.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1054.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1055.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1055.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1058.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1058.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a82614fb602162011adac77f07ecc89feed05542
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1059.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1059.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0c989782b8e0f0a83515637324c7212c1544f459
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_106.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_106.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f791a2d6527bdb326cbd10540826ae230861f933
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1060.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1060.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a7246eb440ea70573919c59375396553407cc9b
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1061.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1061.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0216ca0c79fc3e37493263df3d84088c11ce4d0f
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1062.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1062.txt
new file mode 100644
index 0000000000000000000000000000000000000000..da35b945b9f796525d8c7a368782d67c71ecc489
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1062.txt
@@ -0,0 +1 @@
+0 0.362094 0.354783 0.248953 0.131700
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1063.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1063.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b6474cafafe14909607eba4c2d1e94256750713b
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1063.txt
@@ -0,0 +1 @@
+0 0.517637 0.497750 0.217125 0.081250
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1064.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1064.txt
new file mode 100644
index 0000000000000000000000000000000000000000..af217ae5a1ea52274fbb8d28e17f8e452fc28536
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1064.txt
@@ -0,0 +1 @@
+0 0.483925 0.825267 0.442483 0.349467
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1065.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1065.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5bd3adb970f7dd29763c77af4b3b894fae13cff1
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1065.txt
@@ -0,0 +1 @@
+0 0.464900 0.454950 0.448018 0.464767
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1066.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1066.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2aaa40eac93a3aea62b7063356e7a321c2babeaf
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1066.txt
@@ -0,0 +1,10 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1067.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1067.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ec5ff0592aec5c998daa69fb4a40fdb4da4f41d7
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1067.txt
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+0 0.448563 0.435925 0.139425 0.087550
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1068.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1068.txt
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index 0000000000000000000000000000000000000000..26ea587d25677eeeb3c8810c0c59ea480e3d120b
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1068.txt
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+0 0.521425 0.517362 0.329200 0.287175
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1069.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1069.txt
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index 0000000000000000000000000000000000000000..9a1de9efbe6739ae377b1cc3004f22f67caf3649
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+0 0.435622 0.336150 0.223200 0.187700
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_107.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_107.txt
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index 0000000000000000000000000000000000000000..bbe13a01b42db4fbfc8f4e628c564b6638c54f4d
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1070.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1070.txt
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index 0000000000000000000000000000000000000000..ea52ccd87e6f416502487ac37719863ff41f9b3e
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1070.txt
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+0 0.467862 0.466963 0.278875 0.234275
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1071.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1071.txt
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index 0000000000000000000000000000000000000000..3467531d6b0dcba40877e7c558e50524fc8e64d8
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+0 0.499588 0.567762 0.660725 0.438925
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1072.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1072.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1073.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1073.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3f790133ea85a180692c5c6dde55daff0b8ab9db
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+0 0.512675 0.488900 0.200650 0.156450
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1074.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1074.txt
new file mode 100644
index 0000000000000000000000000000000000000000..97506ef690bd081515bb59666b5b4d3c3b4f43c8
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1075.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1075.txt
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index 0000000000000000000000000000000000000000..c42aae659f0c474984bb04d30acdc2d23e447a6a
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+0 0.367987 0.834855 0.252325 0.263931
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1076.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1076.txt
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index 0000000000000000000000000000000000000000..fe087e2e72f29c7947acebc37dd93e6810b4be47
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+0 0.480175 0.466125 0.190100 0.224950
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1077.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1077.txt
new file mode 100644
index 0000000000000000000000000000000000000000..424df0c1af24c01b7b2b93a9e45c276b1eac6ae2
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+0 0.571708 0.469367 0.434063 0.864800
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1079.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1079.txt
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index 0000000000000000000000000000000000000000..e22dcd48fe935c6c6188b1dd7289eae56caeb2e0
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_108.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_108.txt
new file mode 100644
index 0000000000000000000000000000000000000000..add9bb3230a58e976e6fd99b29e57e02c824111b
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1080.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1080.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ef20f6e4decfe8e9edffb759bc2b4baee9b8fe7a
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+0 0.500000 0.748367 1.000000 0.503267
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1081.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1081.txt
new file mode 100644
index 0000000000000000000000000000000000000000..56b93cdcf06194b70c672d27c002dc2ad7d24bea
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1083.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1083.txt
new file mode 100644
index 0000000000000000000000000000000000000000..edef1107a382274c7bc6b1824572cfae7acc087a
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1084.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1084.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cebede2f10dab5dc5546a158ac9ba61a4b2a333b
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+0 0.473687 0.585183 0.923583 0.401500
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1086.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1086.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c4fab756cb427f28545eb5e1a9b1de7179ab1f75
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1087.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1087.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6e93447347cb67a2271d33b1278e3a8c3c2cfb36
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1088.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1088.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f40db21d0cb2a621bd01973df47f483ffd1d7a91
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+0 0.648125 0.684325 0.703750 0.531650
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1089.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1089.txt
new file mode 100644
index 0000000000000000000000000000000000000000..50e5426d6dbde52544b0477fd3e9172b5417a4d2
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_109.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_109.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8ba7c4e6c96906dc6f21da1b6f1583cdb7f068b2
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1092.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1092.txt
new file mode 100644
index 0000000000000000000000000000000000000000..afabd79ec8078cf5e5c0d14be8364b79fe24dc3e
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1093.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1093.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8202d4bcdec5c1826a007e27610b45d129a68a4a
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1094.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1094.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1095.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1095.txt
new file mode 100644
index 0000000000000000000000000000000000000000..565ebd15abc8505357649305dee253790b56e5c9
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1096.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1096.txt
new file mode 100644
index 0000000000000000000000000000000000000000..df6c750968938ca4f4574eb83389507f38a6eae2
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1097.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1097.txt
new file mode 100644
index 0000000000000000000000000000000000000000..238a942fa5127778b00a5f1b370e186f18836dc4
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1099.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1099.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a2be4b4ef97252f7d9ed66d06a028c7bde81c76
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_11.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_11.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d271fbd44ff1b3185b052390ca7dcb59fb5ba937
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_110.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_110.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5e54ebe46a97ea8bc390e76c82d1d7ecad7a1598
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_110.txt
@@ -0,0 +1,2 @@
+0 0.824695 0.613310 0.341359 0.047840
+0 0.733094 0.499566 0.159187 0.041620
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1101.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1101.txt
new file mode 100644
index 0000000000000000000000000000000000000000..982faed7c1109d5ef4f299290f1c4e1f86b3e877
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1101.txt
@@ -0,0 +1,6 @@
+0 0.569933 0.416650 0.124333 0.055365
+0 0.532283 0.758929 0.449767 0.388438
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+0 0.481350 0.186108 0.050433 0.009144
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1107.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1107.txt
new file mode 100644
index 0000000000000000000000000000000000000000..51404b3f0f989b7e682edea68ee0284f6aca85ab
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1107.txt
@@ -0,0 +1,2 @@
+0 0.873475 0.422775 0.253050 0.199950
+0 0.512325 0.495713 0.275550 0.141025
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1108.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1108.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ce4736b4424f028d7ecfd85c6ee266d4682ffb17
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1108.txt
@@ -0,0 +1 @@
+0 0.406413 0.519675 0.312025 0.135600
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1109.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1109.txt
new file mode 100644
index 0000000000000000000000000000000000000000..42237be6ff994831f13c19443aa270dc9e30e911
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1109.txt
@@ -0,0 +1,3 @@
+0 0.492678 0.613017 0.854556 0.398367
+0 0.180456 0.342917 0.282644 0.115433
+0 0.119767 0.262000 0.060111 0.025467
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1110.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1110.txt
new file mode 100644
index 0000000000000000000000000000000000000000..527df86a65f7a08c0a6b96b0abad670ad0685761
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1110.txt
@@ -0,0 +1,2 @@
+0 0.349487 0.876163 0.242775 0.215475
+0 0.541363 0.357275 0.581575 0.205200
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1111.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1111.txt
new file mode 100644
index 0000000000000000000000000000000000000000..73501d3a8f975ccf92c73bdc28552ca8cc9cfd9e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1111.txt
@@ -0,0 +1 @@
+0 0.482450 0.330063 0.465800 0.175125
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1112.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1112.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bde42e8bf09f59298648aa5a90e05e6b30b10c2c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1112.txt
@@ -0,0 +1 @@
+0 0.529475 0.417137 0.620600 0.437675
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1113.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1113.txt
new file mode 100644
index 0000000000000000000000000000000000000000..714163092c2bc89ab3013548a9ee920a96150bb4
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1113.txt
@@ -0,0 +1 @@
+0 0.549922 0.825983 0.276556 0.190567
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1114.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1114.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b805fe85cdf280c9aa41b8f3032419c85dc2acf8
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1114.txt
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+0 0.264125 0.836149 0.131750 0.068243
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1117.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1117.txt
new file mode 100644
index 0000000000000000000000000000000000000000..15ceea7945878a8a9f39e0e5bce6e44253b632be
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1117.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1118.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1118.txt
new file mode 100644
index 0000000000000000000000000000000000000000..37f34504865393d3b99256f2264f96bba56de0c4
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1118.txt
@@ -0,0 +1 @@
+0 0.592847 0.795267 0.293741 0.220267
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1119.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1119.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6d1c91384a919e1ad6735a05a9410e590b1f9a56
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1119.txt
@@ -0,0 +1,2 @@
+0 0.764235 0.400867 0.467674 0.459000
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1120.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1120.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93da1d1f3db491bf33d767a15f47ffe84a10bd7f
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1120.txt
@@ -0,0 +1 @@
+0 0.677267 0.248733 0.139733 0.395800
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1121.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1121.txt
new file mode 100644
index 0000000000000000000000000000000000000000..092daa90a01e8196dd3c7cf3e1accf84377c9f69
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1121.txt
@@ -0,0 +1 @@
+0 0.546500 0.529000 0.770250 0.604333
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1123.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1123.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8f358619372fd09c8e39ad98887e4eda4c6d02da
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1123.txt
@@ -0,0 +1 @@
+0 0.613757 0.759367 0.719784 0.341067
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1124.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1124.txt
new file mode 100644
index 0000000000000000000000000000000000000000..627961166774a2a0d8c0f9ed220796098af08f70
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1124.txt
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+0 0.745915 0.723750 0.191864 0.192833
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1127.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1127.txt
new file mode 100644
index 0000000000000000000000000000000000000000..969b8aa9c1b0a87dc8da57a24539aaefe34bddd0
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1127.txt
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+0 0.506788 0.582317 0.069725 0.075233
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1128.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1128.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fd326b72d86b372584e0e4f01b4825b53212ae6f
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1128.txt
@@ -0,0 +1 @@
+0 0.466692 0.419000 0.379699 0.364000
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1130.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1130.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b8ddea9fc5788662632a7b685406997b2e35998e
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1130.txt
@@ -0,0 +1 @@
+0 0.600338 0.682950 0.780413 0.527833
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1131.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1131.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6a07476996d6ff5aade8f3ad3d9c63c7d443578f
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1131.txt
@@ -0,0 +1 @@
+0 0.537896 0.618883 0.692083 0.541233
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1132.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1132.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9184f73f463837ac2110f431fe4b9efff37a01ad
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+0 0.465075 0.413250 0.694250 0.397800
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1133.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1133.txt
new file mode 100644
index 0000000000000000000000000000000000000000..feb7060fdbe50f128c45cc956ce6d81f22b0bd8c
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1133.txt
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+0 0.475588 0.649437 0.263925 0.384425
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1134.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1134.txt
new file mode 100644
index 0000000000000000000000000000000000000000..14f37cefa92e5d4ffbfd3f9b0f1c1406fcad8cc9
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1134.txt
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+0 0.458388 0.580588 0.240975 0.239075
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1135.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1135.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d6e3945db1d3252bedd0554649b5093b3b2b56da
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1135.txt
@@ -0,0 +1 @@
+0 0.491850 0.456275 0.281150 0.223750
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1136.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1136.txt
new file mode 100644
index 0000000000000000000000000000000000000000..68aaaceb74637b91653636e3a84fe07f2cd0599d
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1136.txt
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+0 0.639625 0.516567 0.230356 0.133867
+0 0.610563 0.776667 0.712608 0.306000
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1138.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1138.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dbf49818af421e8916e04f74eb6f8521f0468760
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1138.txt
@@ -0,0 +1 @@
+0 0.518687 0.426675 0.426375 0.187350
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1139.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1139.txt
new file mode 100644
index 0000000000000000000000000000000000000000..58ff2f9dba2398ca46543426c1285524e5ba724f
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1139.txt
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+0 0.624762 0.509825 0.378675 0.177850
+0 0.307300 0.658038 0.497250 0.309825
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_114.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_114.txt
new file mode 100644
index 0000000000000000000000000000000000000000..58e0b1180a4d49f156144b89d39256f0ca5c409b
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_114.txt
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+0 0.086597 0.071872 0.173195 0.086256
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1140.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1140.txt
new file mode 100644
index 0000000000000000000000000000000000000000..512e1a48f7cee52c7c50df528da71b5cfffe0808
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1140.txt
@@ -0,0 +1 @@
+0 0.500658 0.513067 0.740650 0.492333
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1141.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1141.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2d9fa307cb02b3e735a4e5d6b02c4745e165e0fe
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1141.txt
@@ -0,0 +1 @@
+0 0.501225 0.536412 0.311750 0.254375
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1142.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1142.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cd2f24a5616292285cde711ee26d7a1823366ff8
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1142.txt
@@ -0,0 +1 @@
+0 0.601954 0.721017 0.674991 0.363367
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1144.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1144.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dd7f6ba852a57ccb34fd26b1b330ac79f6be152b
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1144.txt
@@ -0,0 +1 @@
+0 0.485637 0.454288 0.368275 0.208025
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1146.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1146.txt
new file mode 100644
index 0000000000000000000000000000000000000000..01b17bb1ff95471dfe546cc032a1c6048fe629c7
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1146.txt
@@ -0,0 +1 @@
+0 0.497488 0.493700 0.506625 0.223950
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1147.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1147.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a7063145b1ff9631613eb13aaa7a519daf6781fe
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1147.txt
@@ -0,0 +1 @@
+0 0.538125 0.463983 0.923750 0.262300
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1148.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1148.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b8da6009e2bffafc20c97452bb678fff118544ab
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1148.txt
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+0 0.531975 0.574400 0.354000 0.368350
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1149.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1149.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7233994eac7e3bdfe9140e25a7a4903c666c0f23
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1149.txt
@@ -0,0 +1 @@
+0 0.504750 0.491275 0.187750 0.150500
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_115.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_115.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1f945cc13ac52ab1ce83bf935ea47edbfdfe06bc
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_115.txt
@@ -0,0 +1 @@
+0 0.525676 0.530007 0.902055 0.518042
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1150.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1150.txt
new file mode 100644
index 0000000000000000000000000000000000000000..28510800c976c79743913e785e2ce0740b8ac1dd
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1150.txt
@@ -0,0 +1 @@
+0 0.509409 0.683817 0.717917 0.212567
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1151.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1151.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e111169aeab0fd78ea92731d81adf77e7250cbc8
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1151.txt
@@ -0,0 +1,2 @@
+0 0.454387 0.096763 0.147325 0.047775
+0 0.481588 0.557950 0.175425 0.373550
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1152.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1152.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6d590f7b95e345b04bafbbcf2655ba95ee4bc8f3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1152.txt
@@ -0,0 +1 @@
+0 0.436626 0.541733 0.366438 0.221867
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1153.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1153.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5074d5b35aed5df86c729596c2df099e9e675b0b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1153.txt
@@ -0,0 +1,7 @@
+0 0.859877 0.528133 0.280245 0.174800
+0 0.794667 0.421933 0.110105 0.044733
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1154.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1154.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e18d4eee577673d73b2c20433c9d8b2da4e69dea
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1154.txt
@@ -0,0 +1 @@
+0 0.497138 0.440812 0.276625 0.177725
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1155.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1155.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7739a1a52c4f79207569714d1dc380d84c8d1b0e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1155.txt
@@ -0,0 +1,5 @@
+0 0.756876 0.341800 0.082274 0.020000
+0 0.140397 0.853667 0.280795 0.292667
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+0 0.675673 0.407967 0.094260 0.041000
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1157.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1157.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d06281d8ea3b345fa252ebc57c1dc031494e30d5
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1157.txt
@@ -0,0 +1 @@
+0 0.524937 0.472800 0.704025 0.321933
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1158.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1158.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c7822a2e8fe70b1aa3358268098e229278f4c71e
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1158.txt
@@ -0,0 +1,6 @@
+0 0.637011 0.495000 0.060644 0.039200
+0 0.542544 0.722750 0.388422 0.260167
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+0 0.722344 0.438233 0.099311 0.035933
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_116.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_116.txt
new file mode 100644
index 0000000000000000000000000000000000000000..994102b14eaf2c160516938c2fcf93a00fcd70d9
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_116.txt
@@ -0,0 +1,3 @@
+0 0.394395 0.275754 0.064895 0.043967
+0 0.550888 0.439328 0.591382 0.236754
+0 0.259770 0.788951 0.164513 0.243672
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1160.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1160.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c20429a5c18b980d98c3ec14e216ca991aac09b8
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1160.txt
@@ -0,0 +1 @@
+0 0.501150 0.653542 0.670300 0.193988
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1161.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1161.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e6544ce87e8990da18b274d03744a27779d88d9b
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1161.txt
@@ -0,0 +1,6 @@
+0 0.468483 0.233750 0.390367 0.027100
+0 0.500000 0.786717 1.000000 0.311633
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1162.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1162.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b43ee3f70469ea1c5ab5bf242be760122afd1223
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1162.txt
@@ -0,0 +1 @@
+0 0.659045 0.776450 0.306466 0.169967
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1163.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1163.txt
new file mode 100644
index 0000000000000000000000000000000000000000..84d55cd3300b25d9423a54f649a574c7cd0effdb
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1163.txt
@@ -0,0 +1 @@
+0 0.467322 0.702317 0.751917 0.419700
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1164.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1164.txt
new file mode 100644
index 0000000000000000000000000000000000000000..839ba7b58a53a2bac7819d505c7e9a645a12187c
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1164.txt
@@ -0,0 +1 @@
+0 0.468175 0.435933 0.458150 0.468533
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1165.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1165.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f74940786c2321d3ab9af3359de5f6050f716bc9
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1165.txt
@@ -0,0 +1 @@
+0 0.421700 0.545333 0.361622 0.718067
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1167.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1167.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7df10712b7790a4fd135204abbfa10503a354b59
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1167.txt
@@ -0,0 +1 @@
+0 0.496563 0.490017 0.583375 0.382033
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1168.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1168.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7743441b193950cd39b1fbd4547cd80ecd288e24
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1168.txt
@@ -0,0 +1 @@
+0 0.500000 0.474300 1.000000 0.556067
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_117.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_117.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7373e885d158ca46254133cc165a1e657d080d82
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_117.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1171.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1171.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c21b870eea2e6983992ad9bce21d73c88fd53753
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1171.txt
@@ -0,0 +1,4 @@
+0 0.492717 0.700800 0.550767 0.204100
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1173.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1173.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6e6c4e6dcf48934a43708166a462bb696e2ef6d3
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1173.txt
@@ -0,0 +1,2 @@
+0 0.474788 0.424887 0.237125 0.132125
+0 0.864250 0.551875 0.271500 0.162750
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1174.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1174.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f369b8fa3c9c79de8bd853be55ab0e62274265e0
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1174.txt
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+0 0.401250 0.366000 0.504350 0.093250
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1175.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1175.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8c0533eba127e60c12cdb5fd241d95e6b2bd1637
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1175.txt
@@ -0,0 +1 @@
+0 0.396008 0.475283 0.679300 0.426167
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1176.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1176.txt
new file mode 100644
index 0000000000000000000000000000000000000000..30d7e8e663ebf859d7c05611433d63e7e8a89204
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1176.txt
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+0 0.344288 0.371783 0.212575 0.137767
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1178.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1178.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0bf5fb5f1f8cd042b827faba3a922dac2c6571a9
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1178.txt
@@ -0,0 +1 @@
+0 0.518637 0.584888 0.520325 0.387525
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1180.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1180.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bf70893664ceb2075d9281701dbce881fe7ba4c8
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1180.txt
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+0 0.342613 0.097050 0.249775 0.084100
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1181.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1181.txt
new file mode 100644
index 0000000000000000000000000000000000000000..65789625f1225b3aa70e8c5922cd179700f08844
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@@ -0,0 +1 @@
+0 0.483067 0.756550 0.346133 0.259525
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1182.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1182.txt
new file mode 100644
index 0000000000000000000000000000000000000000..139c62d412f64e9af11d56652ee509d083f570bb
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1182.txt
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+0 0.636633 0.616867 0.726733 0.577733
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1183.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1183.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c7133bd9c7271f9e93ec6ed2316d03cb33536d43
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1185.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1185.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b435c00143e0b76acf8504b77e977156a77dde56
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1185.txt
@@ -0,0 +1 @@
+0 0.466038 0.422412 0.099425 0.101625
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1186.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1186.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6d57e123b9edffc5cdb445a34d03a4eab189b7a7
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1186.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1188.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1188.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7fd7198de6e75f0010dfc9715aa688cb4f37ad37
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1188.txt
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+0 0.477435 0.620067 0.632435 0.515133
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1189.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1189.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fda15723e181802037505c492687feaeb81d352c
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1189.txt
@@ -0,0 +1 @@
+0 0.523262 0.501500 0.579975 0.295500
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_119.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_119.txt
new file mode 100644
index 0000000000000000000000000000000000000000..be26736daabd86f5b249e8f8214493d99847a259
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_119.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1190.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1190.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2ae0371612d7db4f90945c8b4f0590258e10c258
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1190.txt
@@ -0,0 +1 @@
+0 0.470388 0.478525 0.261975 0.176150
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1191.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1191.txt
new file mode 100644
index 0000000000000000000000000000000000000000..60e4d23791b70012dbb60c88fca9a16d6f5b836d
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1191.txt
@@ -0,0 +1,2 @@
+0 0.480850 0.383687 0.202950 0.163875
+0 0.299900 0.645725 0.222700 0.192900
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1192.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1192.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7bb88acfc203a4c578bfebb62c9d9f748182a5a0
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1192.txt
@@ -0,0 +1 @@
+0 0.484237 0.416587 0.215475 0.273825
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1193.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1193.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7ed4ed5a4bb3bdb49672a2bd10a17681190a3132
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1193.txt
@@ -0,0 +1 @@
+0 0.411650 0.464963 0.296300 0.175925
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1195.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1195.txt
new file mode 100644
index 0000000000000000000000000000000000000000..937b94ff64e1cca97b8173f005c509014d8c2f5f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1195.txt
@@ -0,0 +1 @@
+0 0.443929 0.395083 0.640125 0.136567
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1196.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1196.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dde049a2a3374b52adee3ca6a4a369810cde6f47
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1196.txt
@@ -0,0 +1 @@
+0 0.525637 0.683448 0.414575 0.607586
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1197.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1197.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b9b7d749b2285e1bf2266e8cf5380b78765e93ab
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1197.txt
@@ -0,0 +1 @@
+0 0.425350 0.527525 0.452800 0.327450
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1198.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1198.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a318461cde4441bd88c6f505335a67279cb6c6eb
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1198.txt
@@ -0,0 +1 @@
+0 0.359363 0.594783 0.551325 0.581500
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1199.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1199.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5200b7b53fac253249bbaa82de88565f865c68d5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1199.txt
@@ -0,0 +1 @@
+0 0.495884 0.605433 0.816703 0.530733
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1200.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1200.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5a96cad98fe88f2d4f68c336d171b8ad5e2b7aec
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1200.txt
@@ -0,0 +1 @@
+0 0.413682 0.416533 0.580087 0.272333
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1201.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1201.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7112085cd5d4cffba587b595bec6074872c5ef0e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1201.txt
@@ -0,0 +1 @@
+0 0.503611 0.484817 0.355933 0.314367
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1202.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1202.txt
new file mode 100644
index 0000000000000000000000000000000000000000..51a14d3cfb03d838a597fbea43b29cc25dd247c7
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1202.txt
@@ -0,0 +1,23 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1205.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1205.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4bcf692d0d75735dd318201d35cf871bf7127205
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1205.txt
@@ -0,0 +1,2 @@
+0 0.715094 0.681633 0.479193 0.246067
+0 0.171923 0.477650 0.308124 0.079633
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1206.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1206.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c453c221f0b6f5e0b9eeea04ddd39d1e4496f41b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1206.txt
@@ -0,0 +1 @@
+0 0.472112 0.468825 0.300675 0.128650
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1207.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1207.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bc18e2e1352ea12820e54ab3a91639fa2ebaeac5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1207.txt
@@ -0,0 +1 @@
+0 0.542650 0.542963 0.445900 0.239875
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1208.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1208.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6a0d45e90ce94611a5ee1a8183c604ac82a9e959
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1208.txt
@@ -0,0 +1 @@
+0 0.443938 0.468325 0.390175 0.476750
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_121.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_121.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d39d62356f725a9bccfef795e5c34f5b394a16e7
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_121.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1210.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1210.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4cbcb4425cd6ae9f2f30d0f59ce20d16c12cb175
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1210.txt
@@ -0,0 +1 @@
+0 0.467888 0.617175 0.443025 0.495800
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1211.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1211.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4a9f77385fc7662723c14f703e34f38c60e7de69
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1211.txt
@@ -0,0 +1,5 @@
+0 0.550288 0.523575 0.247875 0.117650
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+0 0.141662 0.183225 0.136625 0.051650
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1212.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1212.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ab9aec384257dc3f48f8ef542230918ba3bb300c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1212.txt
@@ -0,0 +1 @@
+0 0.499387 0.517012 0.273725 0.329275
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1213.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1213.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1fef31793283a7ea906dd4cb0bfeb164def0eea9
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1213.txt
@@ -0,0 +1,3 @@
+0 0.550613 0.145200 0.132775 0.108400
+0 0.491675 0.498850 0.177500 0.149050
+0 0.077562 0.516000 0.155125 0.968000
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1214.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1214.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0255ca846951f30bb96994abca23f398214bfbc6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1214.txt
@@ -0,0 +1 @@
+0 0.479600 0.398175 0.445800 0.243900
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1215.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1215.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a5bb1068fbb7bc21a48121ec8dd4a592cdc20569
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1215.txt
@@ -0,0 +1 @@
+0 0.469288 0.421950 0.305825 0.161850
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1216.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1216.txt
new file mode 100644
index 0000000000000000000000000000000000000000..30c0cf897b1dffba294ebc162334e0821127edae
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1216.txt
@@ -0,0 +1 @@
+0 0.439623 0.821050 0.282434 0.223500
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1217.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1217.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d3c775ce140b0cd23f317be7d448b2cd68e7a1c3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1217.txt
@@ -0,0 +1 @@
+0 0.613016 0.406767 0.430377 0.432467
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1218.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1218.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e1b21f42afd45e4469531613931e24922a3f8078
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1218.txt
@@ -0,0 +1 @@
+0 0.467475 0.462112 0.190550 0.119275
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1219.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1219.txt
new file mode 100644
index 0000000000000000000000000000000000000000..524416bc838bfeb6d0158d590d7ca3b265d5af7e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1219.txt
@@ -0,0 +1,4 @@
+0 0.841322 0.343683 0.317356 0.301967
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+0 0.115489 0.671467 0.230978 0.546200
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_122.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_122.txt
new file mode 100644
index 0000000000000000000000000000000000000000..81c6cadc4391b81b010b64e0c5d8eef29dde35f5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_122.txt
@@ -0,0 +1 @@
+0 0.678544 0.697742 0.402733 0.444883
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1221.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1221.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a42f1915862bed7ce31dc0f38b693675b297ba6a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1221.txt
@@ -0,0 +1,5 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1222.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1222.txt
new file mode 100644
index 0000000000000000000000000000000000000000..09dedd66e5e5655f96a66d8feb5ce47acfb8a95f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1222.txt
@@ -0,0 +1 @@
+0 0.414524 0.818683 0.580168 0.362633
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1223.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1223.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b51be43f4e65ab7640e80ae77b9f2e4aad7bd15a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1223.txt
@@ -0,0 +1,2 @@
+0 0.491300 0.525262 0.289800 0.294525
+0 0.069687 0.085312 0.139375 0.041475
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1224.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1224.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d88ec309f3cc664bd33ce191a693a0ec626218d2
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1224.txt
@@ -0,0 +1,2 @@
+0 0.707738 0.656950 0.326725 0.255500
+0 0.268075 0.287475 0.196050 0.117700
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1225.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1225.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9df6b64f26329c4d928401f8f6af591ac8a71bdd
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1225.txt
@@ -0,0 +1,2 @@
+0 0.434575 0.882117 0.869150 0.175633
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1226.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1226.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cb6dccf2306fa282948789f49b86bb5712d1fb36
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1226.txt
@@ -0,0 +1 @@
+0 0.438450 0.857357 0.382750 0.285286
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1227.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1227.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a0467d70f2cd73125ed3f06a2c75c018ac31c340
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1227.txt
@@ -0,0 +1,2 @@
+0 0.434087 0.470975 0.330275 0.197600
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1229.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1229.txt
new file mode 100644
index 0000000000000000000000000000000000000000..71b3e0ad9829edb88f1e0cab23d8ae621fdf0ebc
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1229.txt
@@ -0,0 +1,2 @@
+0 0.558338 0.467700 0.291325 0.284600
+0 0.022050 0.272563 0.044100 0.284575
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1230.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1230.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6c123caff750c186add49547595593785a54ebca
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1230.txt
@@ -0,0 +1 @@
+0 0.483737 0.524225 0.263525 0.154050
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1231.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1231.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0a075b461ff397bd4714cfe3b4f92bd7488e8646
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1231.txt
@@ -0,0 +1 @@
+0 0.552938 0.454025 0.359025 0.154150
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1232.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1232.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1f432747599a401b42589625655134e78c70dbd1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1232.txt
@@ -0,0 +1,4 @@
+0 0.414250 0.260913 0.100833 0.030675
+0 0.613550 0.750912 0.772900 0.498175
+0 0.439767 0.363038 0.298600 0.050825
+0 0.412167 0.308938 0.155600 0.023525
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1233.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1233.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8d1bf7368664a0cae61ded3d98e1892d95186c56
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1233.txt
@@ -0,0 +1,3 @@
+0 0.501425 0.519713 0.388900 0.384825
+0 0.136387 0.297475 0.128725 0.071050
+0 0.295400 0.076088 0.123500 0.062075
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1235.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1235.txt
new file mode 100644
index 0000000000000000000000000000000000000000..557b28e1ad5453b1861a9415a17532ca9387f045
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1235.txt
@@ -0,0 +1,4 @@
+0 0.540217 0.561420 0.475300 0.200977
+0 0.488350 0.127284 0.141833 0.071841
+0 0.536200 0.196011 0.117400 0.040295
+0 0.511100 0.067341 0.119800 0.023136
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1236.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1236.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f0d2826ce3c5a7257ef54b1ae7de858320aaec7e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1236.txt
@@ -0,0 +1 @@
+0 0.451875 0.525150 0.476750 0.615400
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1237.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1237.txt
new file mode 100644
index 0000000000000000000000000000000000000000..533a0a191850cd2a600cefb32da192e48e78f455
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1237.txt
@@ -0,0 +1 @@
+0 0.471313 0.498933 0.568975 0.753933
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1238.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1238.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a0e08c702fe7d03bf11cd31d3c89863acc1cb12
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1238.txt
@@ -0,0 +1 @@
+0 0.492467 0.594933 0.563511 0.800800
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1239.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1239.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1e339073089a9bf560b373ae9650a93d8748d2d1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1239.txt
@@ -0,0 +1 @@
+0 0.414400 0.392317 0.398801 0.423967
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_124.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_124.txt
new file mode 100644
index 0000000000000000000000000000000000000000..49436372e26da961d3e7bc05fee4becc3a9c1e14
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_124.txt
@@ -0,0 +1,2 @@
+0 0.591833 0.634483 0.816333 0.158700
+0 0.694833 0.478067 0.610333 0.135467
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1240.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1240.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c6914dcff16bbab7c8107024baf14c7cc101fe0c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1240.txt
@@ -0,0 +1 @@
+0 0.581266 0.564067 0.837467 0.871867
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1242.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1242.txt
new file mode 100644
index 0000000000000000000000000000000000000000..52556b097cade3e22c06c10f4c5b2eea1199b3b1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1242.txt
@@ -0,0 +1,2 @@
+0 0.608938 0.592287 0.204375 0.151425
+0 0.310275 0.455087 0.490050 0.154825
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1243.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1243.txt
new file mode 100644
index 0000000000000000000000000000000000000000..56be986f7fc193b65d2f02a0014c013e7a9cbc8a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1243.txt
@@ -0,0 +1,5 @@
+0 0.423781 0.331833 0.297271 0.074533
+0 0.479250 0.743767 0.465792 0.158533
+0 0.395406 0.550000 0.186312 0.058267
+0 0.708333 0.473450 0.260000 0.043367
+0 0.385667 0.216000 0.109250 0.037933
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1244.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1244.txt
new file mode 100644
index 0000000000000000000000000000000000000000..649cef5190e0e786cf5cf5b247a3767fde111000
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1244.txt
@@ -0,0 +1 @@
+0 0.569302 0.456717 0.345536 0.107433
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1245.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1245.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eec1576450a4043c94ba98ff184251013ea12d09
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1245.txt
@@ -0,0 +1,3 @@
+0 0.575767 0.795317 0.237889 0.301500
+0 0.716533 0.570617 0.123467 0.066633
+0 0.882900 0.512467 0.094867 0.067733
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1246.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1246.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8cb7aa0be5f952d9116212984d22a3ad983ecd46
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1246.txt
@@ -0,0 +1 @@
+0 0.639791 0.401800 0.109429 0.093733
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1247.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1247.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c6ac6dfcf0c5386483b6114169f143ed85429f98
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1247.txt
@@ -0,0 +1,3 @@
+0 0.027616 0.631033 0.055233 0.065467
+0 0.060288 0.558200 0.120576 0.032733
+0 0.288581 0.712350 0.577162 0.268700
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1248.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1248.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f9dfd3c95e316b026bca7ab7adfd61ac66237f48
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1248.txt
@@ -0,0 +1 @@
+0 0.496458 0.483900 0.548350 0.563600
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1249.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1249.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dc363470a59b2605ff9cf6483e34a91b318852af
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1249.txt
@@ -0,0 +1 @@
+0 0.482589 0.479517 0.311182 0.147967
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_125.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_125.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8141b0184637ebbd2c0e42edf1750ff591de3695
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_125.txt
@@ -0,0 +1,2 @@
+0 0.444066 0.612187 0.729883 0.775625
+0 0.574062 0.182625 0.128281 0.038556
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1250.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1250.txt
new file mode 100644
index 0000000000000000000000000000000000000000..64cedd8a4cffb6084312cbcdd9558c0f7df47afc
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1250.txt
@@ -0,0 +1 @@
+0 0.548516 0.754617 0.902968 0.490767
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1251.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1251.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c5b90bb1496decaf8cee9af6b96c41e3d84d59ea
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1251.txt
@@ -0,0 +1,6 @@
+0 0.530919 0.808733 0.712872 0.340933
+0 0.484562 0.552633 0.428424 0.152000
+0 0.335946 0.401150 0.307828 0.052300
+0 0.452618 0.275550 0.118231 0.033767
+0 0.433520 0.209600 0.105779 0.017333
+0 0.556988 0.211983 0.087005 0.018233
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1252.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1252.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8c81bb95bfca5c44409e79a6df7f5128ce98f192
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1252.txt
@@ -0,0 +1,4 @@
+0 0.405800 0.417900 0.265150 0.234150
+0 0.922287 0.518350 0.155425 0.129500
+0 0.898725 0.897400 0.121700 0.193150
+0 0.310363 0.913812 0.253425 0.172375
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1254.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1254.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fb7bc5e67d8f5eefc548c40db521a25ee45839b1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1254.txt
@@ -0,0 +1 @@
+0 0.466888 0.585738 0.183225 0.123725
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1256.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1256.txt
new file mode 100644
index 0000000000000000000000000000000000000000..04bef911a831cad75eb981dc450c895f3e83368d
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1256.txt
@@ -0,0 +1 @@
+0 0.595112 0.648683 0.369275 0.133967
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1258.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1258.txt
new file mode 100644
index 0000000000000000000000000000000000000000..450a315560e1cc59e1915347aaa97d5ede22d2dd
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1258.txt
@@ -0,0 +1,2 @@
+0 0.539462 0.540125 0.669875 0.376250
+0 0.128037 0.309025 0.170825 0.077050
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1259.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1259.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6717adaf26eec852985333dcdaaf01cb781ca14f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1259.txt
@@ -0,0 +1,3 @@
+0 0.498150 0.450250 0.236700 0.176400
+0 0.738738 0.268838 0.090425 0.097125
+0 0.915987 0.189500 0.168025 0.130500
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_126.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_126.txt
new file mode 100644
index 0000000000000000000000000000000000000000..73c759bbafec4dcc3b84b87f1fb0d52a76eab267
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_126.txt
@@ -0,0 +1 @@
+0 0.550719 0.489808 0.898561 0.828173
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1260.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1260.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7536fc818008728959db35c59886483dff5b465
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1260.txt
@@ -0,0 +1,7 @@
+0 0.527964 0.800683 0.201782 0.398633
+0 0.941951 0.800717 0.081426 0.118967
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+0 0.191792 0.623783 0.371013 0.479233
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+0 0.529803 0.402517 0.331463 0.282833
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1262.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1262.txt
new file mode 100644
index 0000000000000000000000000000000000000000..345516a56898be6dacb4d9e81195239353c663a4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1262.txt
@@ -0,0 +1 @@
+0 0.496700 0.470463 0.259000 0.175275
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1263.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1263.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1ca55eab069b2f97487a623ec97392371212a7ef
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1263.txt
@@ -0,0 +1 @@
+0 0.592988 0.482750 0.489375 0.130250
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1264.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1264.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9304c495f5954e5adf5f8460125df10ad32a6c91
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1264.txt
@@ -0,0 +1 @@
+0 0.497163 0.544612 0.494975 0.185125
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1265.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1265.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bda723283e0bdf85c67fc16ca6eea282729968ff
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1265.txt
@@ -0,0 +1,5 @@
+0 0.607316 0.647817 0.362650 0.219033
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1266.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1266.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c404f4a8324f049c24f50c1db3296fea62f62917
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1266.txt
@@ -0,0 +1 @@
+0 0.428038 0.549388 0.455525 0.371775
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1267.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1267.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1b2f6ae92454eb9b6636c07355ae44952deb7885
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1267.txt
@@ -0,0 +1 @@
+0 0.500000 0.757117 1.000000 0.485767
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1268.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1268.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5f6ce0c10f09a5e46558e2f65dcabc3782b98fd1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1268.txt
@@ -0,0 +1,2 @@
+0 0.472725 0.598617 0.223050 0.172033
+0 0.552300 0.732867 0.153150 0.080400
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1269.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1269.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c9ae270b0543b064a267947627dfb4a5d7fda370
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1269.txt
@@ -0,0 +1 @@
+0 0.252233 0.432320 0.504467 0.218649
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_127.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_127.txt
new file mode 100644
index 0000000000000000000000000000000000000000..37910dc382ffeedcd09eb011ac3748b264c9ec81
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_127.txt
@@ -0,0 +1,4 @@
+0 0.702313 0.195803 0.132210 0.119470
+0 0.727734 0.783965 0.158951 0.083756
+0 0.311877 0.576846 0.225084 0.137994
+0 0.156821 0.233579 0.133511 0.055827
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1270.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1270.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e2de3240089ea3bb858ae4597c654d2f959a6f17
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1270.txt
@@ -0,0 +1,2 @@
+0 0.443175 0.488988 0.231500 0.183275
+0 0.616000 0.398163 0.242750 0.184875
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1271.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1271.txt
new file mode 100644
index 0000000000000000000000000000000000000000..13b0a3e6197f89a37e29662ceda5302c4960257d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1271.txt
@@ -0,0 +1 @@
+0 0.509125 0.603933 0.675250 0.291000
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1272.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1272.txt
new file mode 100644
index 0000000000000000000000000000000000000000..824ff017a02e5c2411c1693f1fdfaf6b25b9bf3e
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1272.txt
@@ -0,0 +1 @@
+0 0.513613 0.531167 0.591725 0.937667
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1273.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1273.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9c1c7b9d8cc3c3127824afcd863764e2bde245a5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1273.txt
@@ -0,0 +1 @@
+0 0.538000 0.556325 0.520900 0.322200
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1274.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1274.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7be27a4365cb0126a993d5b9bbf7de478d7cf7cb
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1274.txt
@@ -0,0 +1 @@
+0 0.524412 0.490425 0.188175 0.181650
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1275.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1275.txt
new file mode 100644
index 0000000000000000000000000000000000000000..583adbefd75a7dfb01bf42414e098b8f6ac89686
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1275.txt
@@ -0,0 +1 @@
+0 0.464325 0.469675 0.314850 0.170150
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1276.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1276.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6a35ae0cc9fdc5c1aecae51877c680401889f654
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1276.txt
@@ -0,0 +1 @@
+0 0.529725 0.486825 0.318200 0.163750
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1277.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1277.txt
new file mode 100644
index 0000000000000000000000000000000000000000..847efdd138b69e8e3cac770633ad5f164b85621a
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1277.txt
@@ -0,0 +1 @@
+0 0.496700 0.507300 0.287500 0.258650
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1278.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1278.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e443aa4e9f07d25887c22f924e9ba4613299d382
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1278.txt
@@ -0,0 +1,9 @@
+0 0.846442 0.756000 0.307116 0.359200
+0 0.161227 0.773033 0.322453 0.290867
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1279.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1279.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cde61c5515e07038d508d950aba496be0fde83c9
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1279.txt
@@ -0,0 +1 @@
+0 0.513725 0.444112 0.172300 0.087225
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_128.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_128.txt
new file mode 100644
index 0000000000000000000000000000000000000000..98e5fdb24361a2706d1080a5d36b752940e18aaa
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_128.txt
@@ -0,0 +1,7 @@
+0 0.798041 0.311932 0.205220 0.096137
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+0 0.675114 0.624071 0.283333 0.203643
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1281.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1281.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a32254fa013758c2f2d504958ff2f03a3e3933cf
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1281.txt
@@ -0,0 +1 @@
+0 0.232231 0.430333 0.398470 0.250533
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1282.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1282.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c1934b20026c2019474f5398d442a7b24b221d84
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1282.txt
@@ -0,0 +1,4 @@
+0 0.180362 0.171083 0.110525 0.075033
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+0 0.876188 0.493883 0.105525 0.064433
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1283.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1283.txt
new file mode 100644
index 0000000000000000000000000000000000000000..501780bd7cc83b592697d893a94e723f866b6aca
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1283.txt
@@ -0,0 +1 @@
+0 0.512400 0.713417 0.382800 0.573167
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1286.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1286.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c834666cdc6a0840fe6e7aa297081f7e06a48bd0
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1286.txt
@@ -0,0 +1,2 @@
+0 0.683063 0.391438 0.633875 0.301425
+0 0.223925 0.720350 0.447850 0.294750
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1287.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1287.txt
new file mode 100644
index 0000000000000000000000000000000000000000..66c7a882a85a42e49f67311eb844adca519e696b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1287.txt
@@ -0,0 +1,5 @@
+0 0.255666 0.579050 0.057598 0.026367
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1288.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1288.txt
new file mode 100644
index 0000000000000000000000000000000000000000..787258fbf1f932c11460104451013dbc7f05571b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1288.txt
@@ -0,0 +1,6 @@
+0 0.667101 0.419600 0.080319 0.077000
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1290.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1290.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5df9e61b9809a316380fecdc5cbb993065c6d5f8
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1290.txt
@@ -0,0 +1 @@
+0 0.500000 0.807050 1.000000 0.313900
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1291.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1291.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0adf9b37ce9aad6ed5a1f03e397a4871876e0f13
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1291.txt
@@ -0,0 +1 @@
+0 0.483944 0.541183 0.250022 0.236167
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1294.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1294.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1d67f02e309fa24c8e36be1f4c30291b59921b12
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1294.txt
@@ -0,0 +1 @@
+0 0.482083 0.579967 0.590882 0.191333
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1295.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1295.txt
new file mode 100644
index 0000000000000000000000000000000000000000..43872ac7c8b5d02ca898791bab0fd91f31a89be4
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1295.txt
@@ -0,0 +1,2 @@
+0 0.383902 0.758433 0.671445 0.287800
+0 0.766670 0.502000 0.441595 0.144667
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1297.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1297.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9479099f95994f71afee3493ae53043d89ae72ab
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1297.txt
@@ -0,0 +1,2 @@
+0 0.790056 0.248650 0.419887 0.246500
+0 0.481313 0.771983 0.208480 0.147367
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1298.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1298.txt
new file mode 100644
index 0000000000000000000000000000000000000000..52799f3d2cca8cd749a6baa8d9309c205ba40308
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1298.txt
@@ -0,0 +1 @@
+0 0.459363 0.500625 0.357725 0.194250
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_130.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_130.txt
new file mode 100644
index 0000000000000000000000000000000000000000..edc960c2459d2ff44ab26796ccd8df9c2929d740
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_130.txt
@@ -0,0 +1,3 @@
+0 0.501805 0.618936 0.874900 0.418008
+0 0.132045 0.267435 0.077436 0.031405
+0 0.185886 0.348063 0.280445 0.104093
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1300.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1300.txt
new file mode 100644
index 0000000000000000000000000000000000000000..86065fdde955f1c806494da35a49dc2b3a348756
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1300.txt
@@ -0,0 +1,3 @@
+0 0.055889 0.073067 0.111778 0.019467
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+0 0.686089 0.672100 0.313733 0.148867
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1303.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1303.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8a67bf51d7696722a52f0fe07f846ec1dc30fb15
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1303.txt
@@ -0,0 +1 @@
+0 0.429825 0.533325 0.284700 0.189800
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1305.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1305.txt
new file mode 100644
index 0000000000000000000000000000000000000000..273c05e209dd7ada48e9c5bc798f4a30977bae0f
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1305.txt
@@ -0,0 +1 @@
+0 0.500000 0.586817 1.000000 0.826367
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1306.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1306.txt
new file mode 100644
index 0000000000000000000000000000000000000000..523f043f25b4f3cbf917cf1d9a41e022eb593d21
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1306.txt
@@ -0,0 +1 @@
+0 0.512150 0.521800 0.681650 0.305450
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1307.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1307.txt
new file mode 100644
index 0000000000000000000000000000000000000000..87086567f2b28b8adc323c10b270f4c1baccb3fb
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1307.txt
@@ -0,0 +1 @@
+0 0.507413 0.556875 0.314825 0.256800
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1308.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1308.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e67a5672c4ecd0c4d9c2f6860b7bddb98c099aa9
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1308.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1309.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1309.txt
new file mode 100644
index 0000000000000000000000000000000000000000..68d81d9126836dacdfbda5f81fe76f4abfc8486e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1309.txt
@@ -0,0 +1,2 @@
+0 0.264678 0.696367 0.353711 0.194533
+0 0.745378 0.877233 0.305467 0.112533
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_131.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_131.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3d6f5dcbeda4e86c9d5af1de7014fd0235fdd269
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_131.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1310.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1310.txt
new file mode 100644
index 0000000000000000000000000000000000000000..97ff5f78f571b8d1aadba9fe66af520a95df6cdc
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1310.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1311.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1311.txt
new file mode 100644
index 0000000000000000000000000000000000000000..03d8ed5d85372e30511a600505d216bdf8efaa1e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1311.txt
@@ -0,0 +1 @@
+0 0.332918 0.505133 0.589526 0.411067
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1312.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1312.txt
new file mode 100644
index 0000000000000000000000000000000000000000..202570e9f3e568632ba5932408a15f7749cfbea1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1312.txt
@@ -0,0 +1 @@
+0 0.496612 0.445900 0.368425 0.269400
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1314.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1314.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d906aa47ba9dabacae1b3c16cf1013c7bad38cca
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1314.txt
@@ -0,0 +1 @@
+0 0.522362 0.418713 0.319275 0.297075
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1315.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1315.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e0473a0d44f8864542a635ca6d4bf488dcca029d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1315.txt
@@ -0,0 +1,7 @@
+0 0.421941 0.550317 0.318477 0.108300
+0 0.841966 0.949550 0.113563 0.100900
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+0 0.155577 0.503850 0.178182 0.040900
+0 0.312936 0.440567 0.131769 0.058733
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1316.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1316.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bf6609f46799b6e342892615f780cba306eff1dc
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1316.txt
@@ -0,0 +1 @@
+0 0.508275 0.486538 0.230050 0.332725
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1317.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1317.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6915a69e9d758acff7464769b3d36f0bf3debf86
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1317.txt
@@ -0,0 +1 @@
+0 0.470350 0.467788 0.312600 0.187575
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1318.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1318.txt
new file mode 100644
index 0000000000000000000000000000000000000000..293e57a75a2ca74af2687e96aebb0e6d7c0fc298
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1318.txt
@@ -0,0 +1 @@
+0 0.534236 0.739333 0.336944 0.521333
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1319.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1319.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cf064db3d4746c2c5b8a104869a9c882e226a6ed
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1319.txt
@@ -0,0 +1,2 @@
+0 0.439412 0.395633 0.096275 0.063267
+0 0.508075 0.924867 0.155600 0.150267
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_132.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_132.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1dac85d33b1b5b94f4aacd385c2dc5e7945fc43b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_132.txt
@@ -0,0 +1,5 @@
+0 0.545650 0.425849 0.089996 0.059226
+0 0.462416 0.545996 0.219568 0.120972
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+0 0.149860 0.558211 0.200208 0.087227
+0 0.706660 0.385246 0.110032 0.073133
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1320.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1320.txt
new file mode 100644
index 0000000000000000000000000000000000000000..465cfe4e5520e8c75095afc583a56594907c4f7e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1320.txt
@@ -0,0 +1 @@
+0 0.537787 0.497588 0.398575 0.236675
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1321.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1321.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bfb1395547ee6ea48cc8127baa82aae530d15f5d
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1321.txt
@@ -0,0 +1,4 @@
+0 0.910375 0.034688 0.101400 0.028725
+0 0.750125 0.063688 0.149600 0.044775
+0 0.532987 0.254087 0.311475 0.090425
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1322.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1322.txt
new file mode 100644
index 0000000000000000000000000000000000000000..da44059f69092e618683f9cfb492b67dd9be45a3
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1322.txt
@@ -0,0 +1 @@
+0 0.484300 0.459350 0.166350 0.176500
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1323.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1323.txt
new file mode 100644
index 0000000000000000000000000000000000000000..27c4efa20aedf802b4feb10fab32962c9be8db6c
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1323.txt
@@ -0,0 +1 @@
+0 0.403299 0.763450 0.406552 0.229233
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1324.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1324.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bd6077a9ef0905ca670f16032c60587309b85cb4
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1324.txt
@@ -0,0 +1,3 @@
+0 0.576117 0.123383 0.477433 0.103960
+0 0.492583 0.280777 0.322767 0.136541
+0 0.457883 0.657644 0.728767 0.482306
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1325.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1325.txt
new file mode 100644
index 0000000000000000000000000000000000000000..df64b6485ab7297d1bec9d7fa4a7f8201c6fbc1d
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1325.txt
@@ -0,0 +1 @@
+0 0.488600 0.498088 0.240050 0.190725
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1326.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1326.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ef101d492cdc94cef994986853bbc35686abdafa
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1326.txt
@@ -0,0 +1,2 @@
+0 0.508688 0.891050 0.454167 0.217033
+0 0.817156 0.719050 0.343646 0.271700
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1328.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1328.txt
new file mode 100644
index 0000000000000000000000000000000000000000..32e829726e49a91d0dca39cb47565ca3eba6e241
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1328.txt
@@ -0,0 +1 @@
+0 0.590400 0.579717 0.223700 0.147233
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1329.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1329.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b4e5c3642313e454e3af8188a0dbfd0ea9e22305
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1329.txt
@@ -0,0 +1 @@
+0 0.414650 0.653844 0.685850 0.690201
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_133.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_133.txt
new file mode 100644
index 0000000000000000000000000000000000000000..47370322116d58a49e44af9234a55a525711b104
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_133.txt
@@ -0,0 +1,2 @@
+0 0.564556 0.615267 0.446533 0.175867
+0 0.539111 0.400950 0.243378 0.068700
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1330.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1330.txt
new file mode 100644
index 0000000000000000000000000000000000000000..81911414bca4a7899c8c0c07496baf21c25a126e
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1330.txt
@@ -0,0 +1,3 @@
+0 0.330401 0.238117 0.261474 0.204100
+0 0.617743 0.698300 0.530821 0.438933
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1331.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1331.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f04c3b42ff52fc51ba7ea1104987898e9cdb7939
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1331.txt
@@ -0,0 +1 @@
+0 0.672658 0.689300 0.369104 0.381667
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1332.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1332.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2ae61c7cc9c7248aef45bd3b5f3b7783d30cd05f
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1332.txt
@@ -0,0 +1 @@
+0 0.485787 0.549343 0.865975 0.418114
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1333.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1333.txt
new file mode 100644
index 0000000000000000000000000000000000000000..309fb30161490f1eac7f63b0e40baf9db067bd71
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@@ -0,0 +1,8 @@
+0 0.649179 0.662467 0.341843 0.166667
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1334.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1334.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d25c3a84f661102b2907aee2f88d51b10b880fe7
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1334.txt
@@ -0,0 +1 @@
+0 0.418967 0.687250 0.837933 0.605700
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1335.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1335.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0d25a7b1909e470dcf3c456c18042b897bc7db61
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1335.txt
@@ -0,0 +1 @@
+0 0.312903 0.675717 0.490487 0.466367
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1337.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1337.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2d37722494dabc00b6536fd026931fa9cb86593c
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1337.txt
@@ -0,0 +1 @@
+0 0.830013 0.379217 0.205275 0.138233
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1338.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1338.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3b5c32202fda8082d75868f1bf0b0e2c16bfae53
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@@ -0,0 +1 @@
+0 0.500000 0.434117 1.000000 0.513167
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1339.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1339.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0beca48852ef4c4c7a449a8d52acc115ce8c905f
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1339.txt
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+0 0.614522 0.358700 0.112289 0.026333
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+0 0.493133 0.323400 0.109156 0.038600
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_134.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_134.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c1c2b8b663b357575c489ad37ac38f6d70cb40d9
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@@ -0,0 +1 @@
+0 0.624944 0.611000 0.455487 0.205067
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1340.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1340.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d0b2814f6369a0ee4d3ffcaafc102841daf68688
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1340.txt
@@ -0,0 +1,4 @@
+0 0.203921 0.418500 0.285553 0.072200
+0 0.090976 0.544367 0.181951 0.093667
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+0 0.583912 0.481917 0.272364 0.117100
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1341.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1341.txt
new file mode 100644
index 0000000000000000000000000000000000000000..43a7eca678da4817bc8581477050a9bc36e96c3e
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1341.txt
@@ -0,0 +1 @@
+0 0.611430 0.877033 0.468537 0.154133
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1342.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1342.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8f677a0662f25c09fb7546adc4242fc3eb2d32c7
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1342.txt
@@ -0,0 +1,5 @@
+0 0.463288 0.448750 0.579525 0.280967
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1343.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1343.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5d3d76d6c3a5be644a3f4ae639731ba852ea1a61
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1343.txt
@@ -0,0 +1 @@
+0 0.755625 0.485975 0.234400 0.234400
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1344.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1344.txt
new file mode 100644
index 0000000000000000000000000000000000000000..23e3d5e6a65af3cbc018725a228470115cd06ee5
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1344.txt
@@ -0,0 +1 @@
+0 0.518900 0.485162 0.193750 0.178875
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1345.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1345.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6035725a5fff0dfcd7d4528c398c18f1e97d9b18
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1345.txt
@@ -0,0 +1 @@
+0 0.465637 0.529717 0.308775 0.267300
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1346.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1346.txt
new file mode 100644
index 0000000000000000000000000000000000000000..186d9f352bd00c1022739d5c3f92098072b84cbb
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1346.txt
@@ -0,0 +1 @@
+0 0.468500 0.758312 0.624400 0.483375
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1347.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1347.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e9693a0b8b15add5f1cc5c1345baa8e619623327
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1347.txt
@@ -0,0 +1 @@
+0 0.485750 0.470688 0.178800 0.075275
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_135.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_135.txt
new file mode 100644
index 0000000000000000000000000000000000000000..724b72fd2a716acb1d0d7dbc08ac74745bb512c8
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_135.txt
@@ -0,0 +1,3 @@
+0 0.169895 0.488375 0.184383 0.269278
+0 0.247820 0.143986 0.171219 0.150250
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1350.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1350.txt
new file mode 100644
index 0000000000000000000000000000000000000000..af7e36456dbb544208c2f13e62dbdad6742c1685
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1350.txt
@@ -0,0 +1,4 @@
+0 0.423387 0.553725 0.236075 0.232200
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1353.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1353.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e20939319092f00cb70393d55bd8348b5df59ab4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1353.txt
@@ -0,0 +1 @@
+0 0.482175 0.524325 0.551400 0.299250
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1354.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1354.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cba0efdc50c0278b5a8efe9938158108c35fa77c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1354.txt
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+0 0.396413 0.497287 0.355025 0.347025
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1355.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1355.txt
new file mode 100644
index 0000000000000000000000000000000000000000..040a0821642ea8a5ced6a62c988a038e41fd5b39
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1355.txt
@@ -0,0 +1,2 @@
+0 0.526704 0.829367 0.063483 0.062133
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1356.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1356.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9dea0dbda74eb24e554cce704dc7b844cb34f616
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1356.txt
@@ -0,0 +1 @@
+0 0.487862 0.496950 0.249325 0.207300
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1357.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1357.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fcc206be3b1578b65a4b407ebfe883fd4460202d
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1357.txt
@@ -0,0 +1,8 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1358.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1358.txt
new file mode 100644
index 0000000000000000000000000000000000000000..38262975d3f31593d4a01704aa8865f885dd3582
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1358.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1359.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1359.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aab8b5b467498c2eced200b8b0ea7c0d40321f2c
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1359.txt
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+0 0.449387 0.575750 0.165125 0.285500
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_136.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_136.txt
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index 0000000000000000000000000000000000000000..a798be8cde6a7a8879cc0819cbf30c89265e4513
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1360.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1360.txt
new file mode 100644
index 0000000000000000000000000000000000000000..031a128af74cff476479bdf8bbfcd1393cc9d8fd
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1360.txt
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+0 0.403025 0.517500 0.473950 0.089800
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1361.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1361.txt
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index 0000000000000000000000000000000000000000..14a1bd5580e5cfc7c88e0eed44fe92b0957169e6
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1362.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1362.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8a507429eb568c555966283b175483b515c4b420
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1362.txt
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+0 0.501675 0.390225 0.209150 0.206400
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1363.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1363.txt
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index 0000000000000000000000000000000000000000..e4307e0cf053f7768e247f7396d7157a2f711ca5
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+0 0.469363 0.464575 0.341775 0.303800
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1364.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1364.txt
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index 0000000000000000000000000000000000000000..d92e02f0c826dde52752dcb594ad0c90ee972d4e
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1366.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1366.txt
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index 0000000000000000000000000000000000000000..70dc68a2bedd8bcc8dab87a759789d17e9067466
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+0 0.527675 0.649600 0.334350 0.291700
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1367.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1367.txt
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index 0000000000000000000000000000000000000000..85263c3584841a8858c809b1d97fb994387d981e
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+0 0.525216 0.588317 0.369418 0.571033
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1368.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1368.txt
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index 0000000000000000000000000000000000000000..f42dc66aed7cd5d354c3b3a15a20dcbe39e07c88
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_137.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_137.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ee8027ab9de4f88a90e8e7da026c8bf9d7b5714e
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1370.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1370.txt
new file mode 100644
index 0000000000000000000000000000000000000000..43ea46d8bb8ef28a64ebbfedf27fb6980d7d24d5
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+0 0.360237 0.744667 0.720475 0.510667
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1371.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1371.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d26a14a3bc51082b52126e322f7750e52d40fe3f
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1372.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1372.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ab3768b1dea2c89e149e5cc446bb76233d9e5df4
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+0 0.480725 0.506891 0.416850 0.430321
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1373.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1373.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fa0e93b76869f865f6399f7762747b67365fee36
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1373.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1374.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1374.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8422e1863210fa4a663f9c18346f2dd6b5fc4891
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1375.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1375.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3921818f4fd791657a79fcac6cf8713d182cb521
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1376.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1376.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f6afaf7d3b936701e1c2bb505cb0c0e409f59c80
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1377.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1377.txt
new file mode 100644
index 0000000000000000000000000000000000000000..710281bb4094c0adbfe0d106fcb26904af859365
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1378.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1378.txt
new file mode 100644
index 0000000000000000000000000000000000000000..01307a49a9976da4db7b11fff71bb73e3506de4b
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1379.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1379.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8f3c4a75e61bc6579108ab623671d37e5a3d7348
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_138.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_138.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3acff8e27f90c512649ed55dbb9b5823fdfa8f6f
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1380.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1380.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a09827a8d33afbc5c622fc1f570d0f2fc7a1be37
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1381.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1381.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a65d1c7d6a3d2a11cad074e30d818666d24dd9e4
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+0 0.497241 0.521150 0.891214 0.551633
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1382.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1382.txt
new file mode 100644
index 0000000000000000000000000000000000000000..88ed74f477411e9cd2e5895ab14e8a6ccbe65d62
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1383.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1383.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e17a5a2f8d99f4103246ba945fc00e4cca80a5b9
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1384.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1384.txt
new file mode 100644
index 0000000000000000000000000000000000000000..923e069daf0db6861b626834c2e0a01e67be6f08
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1386.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1386.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bf056a76810983ee6455c0b5fae7437fac68a74b
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1387.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1387.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9367c982189fb5481db0c610a1cc9a314cad269a
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_139.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_139.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bcac7a373b65952cbcc2f461576ae98349b82dee
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+0 0.487313 0.495605 0.601840 0.164990
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1391.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1391.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0b407f31b1f10ba78b65207c73be955fd61451c3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1391.txt
@@ -0,0 +1 @@
+0 0.467200 0.477900 0.365050 0.370200
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1394.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1394.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ce194780a80b3123cda9b025bf38a112c692d1ed
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1394.txt
@@ -0,0 +1,4 @@
+0 0.648133 0.500583 0.109174 0.043633
+0 0.479034 0.479967 0.121970 0.060133
+0 0.640244 0.582933 0.155797 0.046667
+0 0.675882 0.816933 0.290413 0.167667
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1396.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1396.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c480a7ad725acf87cd24dbfd1b0f6ae54675021d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1396.txt
@@ -0,0 +1,2 @@
+0 0.415800 0.671700 0.202800 0.256900
+0 0.529487 0.137800 0.122725 0.117450
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1397.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1397.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aab0dbcca68abdbb6e36f40dc476fe982750b73b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1397.txt
@@ -0,0 +1,5 @@
+0 0.589975 0.201713 0.088150 0.024425
+0 0.495350 0.427737 0.304200 0.108575
+0 0.339275 0.249300 0.158000 0.033300
+0 0.804600 0.282625 0.101600 0.029550
+0 0.270637 0.153775 0.100575 0.055000
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1398.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1398.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f617185d26b8999bbf31f630a117a009b1f4b194
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1398.txt
@@ -0,0 +1 @@
+0 0.529071 0.568017 0.617730 0.397833
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1399.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1399.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2c4d10ad95c4aa889cd49ab3aa9a5e7cde254fe6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1399.txt
@@ -0,0 +1 @@
+0 0.523663 0.469337 0.952675 0.438575
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_140.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_140.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0646d82d0e92b616b774c65519d05470922a0361
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_140.txt
@@ -0,0 +1,11 @@
+0 0.926174 0.928802 0.147652 0.142395
+0 0.756294 0.781744 0.172812 0.117953
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+0 0.781166 0.383488 0.082045 0.032093
+0 0.531446 0.300256 0.066661 0.025395
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1401.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1401.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bf0d61285e36baa01650a8847a94c0b858b0aa8d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1401.txt
@@ -0,0 +1,5 @@
+0 0.710394 0.498433 0.579212 0.174133
+0 0.218567 0.395133 0.165974 0.166400
+0 0.122024 0.236400 0.127024 0.065933
+0 0.322702 0.071550 0.103304 0.059100
+0 0.778282 0.037667 0.098140 0.075333
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1403.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1403.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c9d833e5ea8b769e81fab555dc8b537d6ab3b2c4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1403.txt
@@ -0,0 +1 @@
+0 0.497463 0.556083 0.245575 0.165700
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1405.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1405.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2da05bbbbb6dba0eb62dd4bd0fabd83428832389
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1405.txt
@@ -0,0 +1 @@
+0 0.460875 0.390725 0.148700 0.104800
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1406.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1406.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d60ca426a5d736043debb1071cb124e8c05daa19
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1406.txt
@@ -0,0 +1 @@
+0 0.536125 0.355950 0.374472 0.173167
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1407.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1407.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e420b4d529056cc0ae6d3359346a71d61796bdce
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1407.txt
@@ -0,0 +1 @@
+0 0.480100 0.449788 0.405050 0.202525
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1408.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1408.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8110411fde1d6d1a9c82e7c0ab3add7843ed1b72
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1408.txt
@@ -0,0 +1 @@
+0 0.504163 0.518575 0.246175 0.295600
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1409.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1409.txt
new file mode 100644
index 0000000000000000000000000000000000000000..abff3037d2c391b92141d916e295fa9f0b264b53
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1409.txt
@@ -0,0 +1 @@
+0 0.466112 0.437750 0.267975 0.169450
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1410.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1410.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c3b18e5a9cd75555626406742c34ecb296d88fcd
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1410.txt
@@ -0,0 +1 @@
+0 0.427225 0.477750 0.185750 0.395650
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1411.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1411.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e873a452ac306afda32f5a115696bdd642389678
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1411.txt
@@ -0,0 +1,2 @@
+0 0.521350 0.575187 0.195300 0.261625
+0 0.373088 0.416162 0.269625 0.228425
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1413.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1413.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d5b1159528a0f7657f2ab1e7636ebf0cd9c44d81
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1413.txt
@@ -0,0 +1 @@
+0 0.543813 0.524475 0.628475 0.342100
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1414.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1414.txt
new file mode 100644
index 0000000000000000000000000000000000000000..afe98f3461eb5fa37d78dde2df182a2524c275ba
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1414.txt
@@ -0,0 +1 @@
+0 0.300550 0.707900 0.601100 0.584200
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1415.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1415.txt
new file mode 100644
index 0000000000000000000000000000000000000000..515c732def4df1feeb492d884c1ff4b8449a5118
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1415.txt
@@ -0,0 +1,8 @@
+0 0.593548 0.189383 0.218185 0.075233
+0 0.868168 0.253467 0.263663 0.081600
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+0 0.425380 0.792783 0.231419 0.178033
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+0 0.187063 0.277317 0.349439 0.255433
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1416.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1416.txt
new file mode 100644
index 0000000000000000000000000000000000000000..37671db226d91053dc14b7a57406f1e12e32f23f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1416.txt
@@ -0,0 +1 @@
+0 0.500000 0.535217 1.000000 0.508967
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1417.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1417.txt
new file mode 100644
index 0000000000000000000000000000000000000000..19f6125b817579da3cde42765e28339bd124f543
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1417.txt
@@ -0,0 +1,2 @@
+0 0.502687 0.473350 0.183625 0.117200
+0 0.241788 0.451338 0.157525 0.068675
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1419.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1419.txt
new file mode 100644
index 0000000000000000000000000000000000000000..096f5190c8e2d40d84956166bfae6eae014c0eec
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1419.txt
@@ -0,0 +1,2 @@
+0 0.636825 0.456225 0.300550 0.205100
+0 0.360900 0.248738 0.318600 0.063325
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1421.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1421.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3d2821f92637befdeee44e42efd43f76523d29ee
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1421.txt
@@ -0,0 +1,4 @@
+0 0.632539 0.662267 0.311982 0.047733
+0 0.675267 0.973783 0.428931 0.052433
+0 0.501704 0.563067 0.099131 0.032267
+0 0.859232 0.813317 0.281537 0.150900
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1423.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1423.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5c7e66b67ecab48eefdf7be140ab0a3f9c768e71
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1423.txt
@@ -0,0 +1 @@
+0 0.480875 0.715383 0.671284 0.137767
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1424.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1424.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7cab878fc5f19fd8114e4f281b2cd90634d497ae
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1424.txt
@@ -0,0 +1 @@
+0 0.438490 0.662283 0.876979 0.675433
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1425.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1425.txt
new file mode 100644
index 0000000000000000000000000000000000000000..065038d703fa9c5347b017832708b8d92cabdc4f
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1425.txt
@@ -0,0 +1 @@
+0 0.491811 0.702400 0.983621 0.595200
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1426.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1426.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bad92b5243916feccd8118a958c87bb5eb81af0a
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1426.txt
@@ -0,0 +1 @@
+0 0.485247 0.639700 0.367859 0.170267
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1428.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1428.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cc71d6890784f82ede7f9498e85a844414976c1c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1428.txt
@@ -0,0 +1,6 @@
+0 0.570785 0.729983 0.858429 0.540033
+0 0.243816 0.426400 0.135022 0.037333
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+0 0.556383 0.329550 0.179447 0.025900
+0 0.467367 0.357450 0.179204 0.032767
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1429.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1429.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f39697325fadc8400810479f59143e02e831d985
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1429.txt
@@ -0,0 +1,4 @@
+0 0.497659 0.449017 0.049513 0.037967
+0 0.790122 0.605550 0.178745 0.101567
+0 0.600890 0.560733 0.089794 0.082133
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_143.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_143.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cf9629f2512f9eb533829c09803d8b806999895d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_143.txt
@@ -0,0 +1 @@
+0 0.530625 0.569360 0.723500 0.617632
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1430.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1430.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e6f63ceca54b645a9a1ea5a635320e6e1be22a16
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1430.txt
@@ -0,0 +1 @@
+0 0.491863 0.523225 0.343075 0.158550
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1431.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1431.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4d62c67532579df29ffb0352e7361897146a48f6
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1431.txt
@@ -0,0 +1 @@
+0 0.458987 0.571325 0.465825 0.308150
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1432.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1432.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4d2d8a99f8f021c69025e4d3b03e16ab8e1ef30b
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1432.txt
@@ -0,0 +1 @@
+0 0.500000 0.715767 1.000000 0.485933
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1433.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1433.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9f16f120e455c1231da0eb194a8778acbce0de3f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1433.txt
@@ -0,0 +1,5 @@
+0 0.747049 0.021733 0.147550 0.041067
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+0 0.633608 0.250100 0.185033 0.059733
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1435.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1435.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d288ae1a949fe88183304a7925113080125a96ed
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1435.txt
@@ -0,0 +1 @@
+0 0.643915 0.592783 0.712170 0.252633
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1436.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1436.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5555cb6d64c3bc102abb3a735f61c132cb1f1291
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1436.txt
@@ -0,0 +1 @@
+0 0.463100 0.726485 0.789133 0.458796
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1438.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1438.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d26cb011308d4de663bf1a12120b9dc43df9744a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1438.txt
@@ -0,0 +1,3 @@
+0 0.440175 0.921513 0.867150 0.150475
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+0 0.511112 0.442763 0.354175 0.151775
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1439.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1439.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6b26830f11d0992054b1678b523106fc8473c0d5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1439.txt
@@ -0,0 +1 @@
+0 0.404338 0.463413 0.401325 0.201975
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1440.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1440.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a1ddcd11431bbbe4422c596f4a4c1501ba9e4aae
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1440.txt
@@ -0,0 +1 @@
+0 0.376410 0.806733 0.683152 0.219267
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1441.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1441.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9bd80e52a90eb5c5ff4c55b3db017b1b98c50b26
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1441.txt
@@ -0,0 +1 @@
+0 0.409663 0.502975 0.424825 0.364800
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1443.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1443.txt
new file mode 100644
index 0000000000000000000000000000000000000000..681c3d8ae2962a7e1f83184380f1737217f4a438
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1443.txt
@@ -0,0 +1 @@
+0 0.497025 0.522712 0.348750 0.304575
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1444.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1444.txt
new file mode 100644
index 0000000000000000000000000000000000000000..68ec65886a7ac82279a55fd3a01e50251d5f643d
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1444.txt
@@ -0,0 +1,2 @@
+0 0.358263 0.453550 0.237775 0.198450
+0 0.472187 0.576875 0.228125 0.140250
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1445.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1445.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dd3596d7267a8d0d98fa5129b7f28c44587acc60
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1445.txt
@@ -0,0 +1 @@
+0 0.489050 0.443362 0.232250 0.182475
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1447.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1447.txt
new file mode 100644
index 0000000000000000000000000000000000000000..45b0df26a93485e4180126df96c2cbe9aead75db
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1447.txt
@@ -0,0 +1 @@
+0 0.468225 0.482413 0.214000 0.234725
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1448.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1448.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c532ca03d2bd00a80f8938c3837478cc2685b32e
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1448.txt
@@ -0,0 +1 @@
+0 0.505037 0.533688 0.285225 0.225025
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1449.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1449.txt
new file mode 100644
index 0000000000000000000000000000000000000000..255111d0eb143e955919bea3e819ef8201110f00
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1449.txt
@@ -0,0 +1,2 @@
+0 0.500000 0.546100 1.000000 0.743133
+0 0.381535 0.091467 0.282030 0.138533
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1450.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1450.txt
new file mode 100644
index 0000000000000000000000000000000000000000..740343658c7d979df0bd371a77b09a54b3a068cd
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1450.txt
@@ -0,0 +1,4 @@
+0 0.545238 0.582650 0.311275 0.134367
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1451.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1451.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ba8250abfc5ddd9fd3a5b79deac759a1ae35b842
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1451.txt
@@ -0,0 +1,3 @@
+0 0.502513 0.518875 0.262775 0.150500
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+0 0.437238 0.195700 0.293325 0.062400
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1452.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1452.txt
new file mode 100644
index 0000000000000000000000000000000000000000..079a52ab788b88359179fd8dbbdfd464563f9fed
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1452.txt
@@ -0,0 +1,5 @@
+0 0.845503 0.870550 0.095749 0.115300
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+0 0.197260 0.505600 0.095190 0.052267
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1454.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1454.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0869aead75cb93caa80881043953e333207e1e6c
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1454.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1456.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1456.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2e678eee024a96eea69340737b5f2af2a97e1dc3
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1456.txt
@@ -0,0 +1 @@
+0 0.487411 0.730933 0.254556 0.190933
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1458.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1458.txt
new file mode 100644
index 0000000000000000000000000000000000000000..471116cac5746e134736c478819de2d1204d5160
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1458.txt
@@ -0,0 +1 @@
+0 0.446550 0.564512 0.359750 0.239375
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_146.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_146.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2f1aeaa57797241981075e54c12f8330fdc15405
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_146.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1460.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1460.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b3c50fb7f511221ba8ab27979571b3e1220f306d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1460.txt
@@ -0,0 +1,9 @@
+0 0.177867 0.775267 0.291635 0.142133
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1462.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1462.txt
new file mode 100644
index 0000000000000000000000000000000000000000..38c33334b1939e2504de67e2d98d7fc403e858b1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1462.txt
@@ -0,0 +1,2 @@
+0 0.497588 0.586925 0.379225 0.328350
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1463.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1463.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1718ac6be2a01dba365620d613c9ee005ec8086e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1463.txt
@@ -0,0 +1 @@
+0 0.481725 0.471875 0.177600 0.132950
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1464.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1464.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c6c89969856467a040c183ffb4f938f3db17b9ec
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1464.txt
@@ -0,0 +1,4 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1465.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1465.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d0f21d24913d57eb2db6a80f4fc2d5779b194fc5
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1465.txt
@@ -0,0 +1 @@
+0 0.475888 0.425725 0.200675 0.126600
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1466.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1466.txt
new file mode 100644
index 0000000000000000000000000000000000000000..80413c9ace1f177a4a32bd6ad1a5fabfe2158107
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1466.txt
@@ -0,0 +1,2 @@
+0 0.442800 0.518825 0.122350 0.058750
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1467.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1467.txt
new file mode 100644
index 0000000000000000000000000000000000000000..426c70a4e4b1572350df9c0603d375b823358bc6
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1467.txt
@@ -0,0 +1 @@
+0 0.489862 0.502400 0.332025 0.204250
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1468.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1468.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0423558d9e157a86adfee45623665bdf607328d0
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1468.txt
@@ -0,0 +1,2 @@
+0 0.534325 0.477275 0.476100 0.163400
+0 0.623500 0.727750 0.249650 0.264600
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1469.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1469.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0a45b3db7361f268bf1ecc35b8cba73fdbe8e573
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1469.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_147.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_147.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3ec65360ad5dd2e3e32df0e7a6cb0ad2dc78c4a2
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1470.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1470.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a2e40bb4acfb19c77f47031a49bae79b128a9958
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1470.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1471.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1471.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d13f0557410877c18512d8b22e8714706bc507b3
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@@ -0,0 +1 @@
+0 0.475350 0.572575 0.215650 0.149300
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1472.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1472.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9e8a6759f3af8005c2ca91500e07ad3a4faf56c2
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1473.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1473.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0c7efedac49675764d11d06ad01b6917bb6eab92
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1474.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1474.txt
new file mode 100644
index 0000000000000000000000000000000000000000..207e1042756c7859c214a0e0bddd5aa247228f85
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1475.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1475.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93cd0563c5f67a17aa994a7fcb37c4adfb3a7463
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+0 0.500000 0.447917 1.000000 0.415047
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1476.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1476.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3321ac211110b6a79ae3e46340a26c4724402950
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+0 0.647467 0.727667 0.513689 0.430000
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1477.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1477.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3a9c0018d72fd2a048f41fd90c03ad4650096902
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+0 0.561488 0.709900 0.665625 0.580200
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1478.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1478.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93ae17491bc4a7e7ad1083817ce82312d79fda27
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1478.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1479.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1479.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0016336093aadda64c9d332a1f33f5aa5a4415c2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1479.txt
@@ -0,0 +1 @@
+0 0.467222 0.525067 0.642089 0.369800
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_148.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_148.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e183cb3cbb34c83a1667127d8ff44648149ca51a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_148.txt
@@ -0,0 +1 @@
+0 0.526437 0.598344 0.834747 0.588223
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1480.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1480.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9e4c1105f9d04c5bb555d57ef9b60107f986c12e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1480.txt
@@ -0,0 +1,2 @@
+0 0.279200 0.841533 0.558400 0.316933
+0 0.481400 0.656367 0.321156 0.128467
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1481.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1481.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e00575e1bd07ccb9fd84f8726f976e3eb10736cf
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1481.txt
@@ -0,0 +1,2 @@
+0 0.127736 0.697383 0.213099 0.196100
+0 0.642055 0.349967 0.509165 0.271733
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1482.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1482.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e0ba9fc9f5a4e6ffc346cb2d60cf854049f292af
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1482.txt
@@ -0,0 +1 @@
+0 0.494550 0.419633 0.390850 0.318200
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1485.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1485.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7623f1b0a55f05d293822a172db32bb8bc7172b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1485.txt
@@ -0,0 +1,3 @@
+0 0.484638 0.431500 0.135825 0.062200
+0 0.500713 0.499233 0.139975 0.074667
+0 0.542175 0.581133 0.090200 0.075333
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1489.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1489.txt
new file mode 100644
index 0000000000000000000000000000000000000000..39ece6f384d6603aeb66747a8683f119cfb74d77
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1489.txt
@@ -0,0 +1,4 @@
+0 0.551613 0.488113 0.265175 0.280925
+0 0.267825 0.412800 0.299550 0.268150
+0 0.466325 0.098588 0.172000 0.197175
+0 0.858275 0.125512 0.127450 0.097475
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_149.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_149.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ef8c4e8e09e604f616206022981fc4bfbcc50349
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_149.txt
@@ -0,0 +1,19 @@
+0 0.728797 0.146382 0.084063 0.035199
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+0 0.746914 0.798747 0.159922 0.209016
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1491.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1491.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5c6098686e7f6c8ee6b05e4a0b6ffbe6bc0cd7d5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1491.txt
@@ -0,0 +1 @@
+0 0.301237 0.509075 0.602475 0.663900
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1493.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1493.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6f998d3b51f6a80adb8b67bdf74e057f01665f6b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1493.txt
@@ -0,0 +1,3 @@
+0 0.344558 0.208000 0.116573 0.017333
+0 0.272274 0.810300 0.121616 0.068667
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1494.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1494.txt
new file mode 100644
index 0000000000000000000000000000000000000000..43b7f06dfc3f730ad5bc9ae0273c35063174cd36
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1494.txt
@@ -0,0 +1 @@
+0 0.531950 0.502975 0.815250 0.265050
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1495.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1495.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4671c7670ad2beec3b12551380d3d21f9314a1f1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1495.txt
@@ -0,0 +1 @@
+0 0.476388 0.479638 0.190775 0.146525
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1497.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1497.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d14963df82646e11e5766232e38bf11b36e611b6
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1497.txt
@@ -0,0 +1 @@
+0 0.510375 0.495475 0.190250 0.132700
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1498.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1498.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8ec6a571e29a2e04d80e166270afcb598796be5a
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1498.txt
@@ -0,0 +1 @@
+0 0.514225 0.484813 0.158900 0.080275
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1499.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1499.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b9e614eb60dc4c545e551523d797dbc62e217de4
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1499.txt
@@ -0,0 +1,2 @@
+0 0.602975 0.599325 0.168400 0.098050
+0 0.417862 0.483125 0.397775 0.119750
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_15.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_15.txt
new file mode 100644
index 0000000000000000000000000000000000000000..01cd60a679e738e4288274678d735b9894ac6178
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_15.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_150.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_150.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eae0b7f32efbadad3be7e50ee6cec34b5feb78f4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_150.txt
@@ -0,0 +1,3 @@
+0 0.472976 0.323794 0.180272 0.063723
+0 0.719994 0.620833 0.530710 0.307305
+0 0.242515 0.831959 0.485030 0.336082
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1500.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1500.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c7ebc94818feba337157854cbec57828d65b2271
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1500.txt
@@ -0,0 +1,2 @@
+0 0.503513 0.449350 0.214075 0.073700
+0 0.538500 0.571650 0.341700 0.100433
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1501.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1501.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3af5f8b68cce45da8db418369d69a8bb5c3ee4a1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1501.txt
@@ -0,0 +1 @@
+0 0.522437 0.453512 0.269875 0.209025
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1502.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1502.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6a254440523aa18e1ae0ce19bd8045e38d572607
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1502.txt
@@ -0,0 +1 @@
+0 0.545100 0.558433 0.381100 0.212267
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1503.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1503.txt
new file mode 100644
index 0000000000000000000000000000000000000000..69cdd4041be3a5927ba0f99c7d001728471d5ed4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1503.txt
@@ -0,0 +1 @@
+0 0.609222 0.740000 0.458889 0.520000
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1504.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1504.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dc4ed79a791061f256f135e15f6cf27513d0d9bb
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1504.txt
@@ -0,0 +1,2 @@
+0 0.465362 0.378013 0.364625 0.181125
+0 0.500000 0.877088 1.000000 0.245825
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1506.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1506.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2640bf3c2eaff861825474ac7e27beb1921a2761
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1506.txt
@@ -0,0 +1 @@
+0 0.478981 0.492617 0.790062 0.812500
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1507.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1507.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c74b55c0ea91980c7975ee6cd6b17e41bee62bc1
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1507.txt
@@ -0,0 +1 @@
+0 0.500000 0.464517 1.000000 0.760967
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1508.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1508.txt
new file mode 100644
index 0000000000000000000000000000000000000000..778b836f1d7d803ad6167b9def2a815617b1cf24
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1508.txt
@@ -0,0 +1 @@
+0 0.499475 0.578551 0.808050 0.842898
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1509.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1509.txt
new file mode 100644
index 0000000000000000000000000000000000000000..552e3e7a3b0f7b5f6ac92cbe53c048a7b0f86339
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1509.txt
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+0 0.418839 0.602450 0.452976 0.185367
+0 0.436503 0.110967 0.145863 0.029400
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_151.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_151.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0237bcbbd279e24fc34d9d6f1f5f8ac82ab9c7e6
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_151.txt
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+0 0.584811 0.498497 0.538640 0.286826
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1512.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1512.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1acb82131153e2599a4f34d29fd18aef21ff3ee3
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1512.txt
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+0 0.565525 0.515534 0.415850 0.295899
+0 0.126713 0.547303 0.253425 0.191011
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1513.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1513.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b8310c280dbdaab8f9582793b5ca910655c96560
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1513.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1514.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1514.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7944f28eaaa7834dd0d4de362878114e69bebe09
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1514.txt
@@ -0,0 +1 @@
+0 0.518962 0.410712 0.368875 0.284275
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1515.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1515.txt
new file mode 100644
index 0000000000000000000000000000000000000000..331b034a90935e2eeeae631513725ea2dc5172b4
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1515.txt
@@ -0,0 +1 @@
+0 0.482888 0.424750 0.301225 0.175000
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1516.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1516.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0df328b5cec04a4add79116906080bdc9e71ff6f
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1516.txt
@@ -0,0 +1 @@
+0 0.480025 0.564450 0.287950 0.204100
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1517.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1517.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5ae476371ec2fb9883028cfb9e4be4f10a2cf32e
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1517.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1518.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1518.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1cf2d2e08ec0de7f76c5a99a9b811f4aed68e2a8
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1518.txt
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+0 0.531188 0.496800 0.269125 0.151600
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1519.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1519.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bd038617fb030e1d44c9c8962bb85ba758f579f5
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1519.txt
@@ -0,0 +1,2 @@
+0 0.511925 0.536633 0.266650 0.147933
+0 0.304200 0.292883 0.194650 0.064367
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_152.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_152.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2fb34a456d94d8b005064b50600eb3d427996c9c
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_152.txt
@@ -0,0 +1 @@
+0 0.486690 0.598620 0.965484 0.264508
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1520.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1520.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e1f30d80c9c27a60f6cf1c81fc4b1ac230a105f7
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1520.txt
@@ -0,0 +1,2 @@
+0 0.511238 0.511387 0.194475 0.218775
+0 0.087025 0.466300 0.174050 0.319950
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1521.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1521.txt
new file mode 100644
index 0000000000000000000000000000000000000000..959ece57a6c78cf0c0c1e0c47393e72a3dc3f183
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1521.txt
@@ -0,0 +1 @@
+0 0.428725 0.472762 0.421200 0.220175
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1522.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1522.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dd52b185ab5a93c2e82cf201f45bf036ef092140
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1522.txt
@@ -0,0 +1 @@
+0 0.533221 0.434333 0.754762 0.350067
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1523.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1523.txt
new file mode 100644
index 0000000000000000000000000000000000000000..729c4d59c5061be62f27ceb3bfeafd4a7937d6ed
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1523.txt
@@ -0,0 +1 @@
+0 0.792275 0.503012 0.415450 0.310525
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1525.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1525.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cc8360dbfa073892fbc5c9fed7c6cd89caa2b8e6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1525.txt
@@ -0,0 +1,2 @@
+0 0.243042 0.768850 0.224717 0.155567
+0 0.731383 0.822467 0.183033 0.090600
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1526.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1526.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5156c98a5b3d2f0779d060f0ee8d955bbbe4ec83
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1526.txt
@@ -0,0 +1 @@
+0 0.481333 0.393000 0.962667 0.691467
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1527.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1527.txt
new file mode 100644
index 0000000000000000000000000000000000000000..db26319e7d11a951d84107c9974e0e5c12b37a4a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1527.txt
@@ -0,0 +1 @@
+0 0.455033 0.433883 0.812956 0.592833
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1528.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1528.txt
new file mode 100644
index 0000000000000000000000000000000000000000..81d4b05f6b0f6d1b7321306a351611d3f04148ff
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1528.txt
@@ -0,0 +1,2 @@
+0 0.609889 0.365683 0.284523 0.619500
+0 0.155477 0.771950 0.310953 0.456100
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1529.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1529.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3c63922337c70bccec911b583f322e46c10c00db
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1529.txt
@@ -0,0 +1 @@
+0 0.474349 0.549350 0.510419 0.265233
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_153.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_153.txt
new file mode 100644
index 0000000000000000000000000000000000000000..552b63d61d2e4f3157170b61b5db390b011e83eb
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_153.txt
@@ -0,0 +1 @@
+0 0.680333 0.680322 0.341600 0.386980
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1530.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1530.txt
new file mode 100644
index 0000000000000000000000000000000000000000..552f4ef7d40b96dc79c90029247ca3883351c417
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1530.txt
@@ -0,0 +1 @@
+0 0.513178 0.656000 0.530089 0.403333
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1532.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1532.txt
new file mode 100644
index 0000000000000000000000000000000000000000..00d20d8b19a2fd8b59e75a2b631caef9b5988c4c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1532.txt
@@ -0,0 +1,2 @@
+0 0.765162 0.603583 0.365225 0.094100
+0 0.388113 0.764350 0.330275 0.147700
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1533.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1533.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ccf2ce7eeb2b4f9e79d86b035ecedc687a145a9e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1533.txt
@@ -0,0 +1 @@
+0 0.500000 0.735333 1.000000 0.529333
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1534.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1534.txt
new file mode 100644
index 0000000000000000000000000000000000000000..623c39836e1c1857cf658ce05713d3e5c3af0923
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1534.txt
@@ -0,0 +1 @@
+0 0.474165 0.617517 0.810507 0.597300
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1535.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1535.txt
new file mode 100644
index 0000000000000000000000000000000000000000..64c7fd334438f0df5dbfd3b44369934754ee034c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1535.txt
@@ -0,0 +1 @@
+0 0.410367 0.737883 0.820733 0.524233
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1536.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1536.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2d2617cda34e2bee7f1f350dd6aa67ba76d563e7
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1536.txt
@@ -0,0 +1 @@
+0 0.292326 0.842417 0.256135 0.239367
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1537.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1537.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b41ccc30f789813613c18d2c77a331adc4d590c6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1537.txt
@@ -0,0 +1 @@
+0 0.670765 0.843383 0.350355 0.150967
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1538.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1538.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b73d879d6e9e6d0df8a4a05d1de063fa800d7dad
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1538.txt
@@ -0,0 +1,6 @@
+0 0.598422 0.327267 0.090711 0.026133
+0 0.096878 0.815717 0.193756 0.094833
+0 0.039667 0.565000 0.079333 0.030733
+0 0.120900 0.505700 0.128956 0.032733
+0 0.680044 0.420783 0.138089 0.067967
+0 0.043900 0.309050 0.087800 0.041900
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1540.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1540.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5a4638a07436ad06237caa46413e287b8ef94b29
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1540.txt
@@ -0,0 +1,3 @@
+0 0.464246 0.806017 0.268670 0.144367
+0 0.145610 0.795183 0.218049 0.185567
+0 0.515443 0.501617 0.088625 0.045167
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1541.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1541.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d90db464b2baba1a9b3d5630ddcf138d3e4ed5f0
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1541.txt
@@ -0,0 +1 @@
+0 0.480875 0.453838 0.340250 0.286825
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1542.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1542.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b0133e584bbddbf70fa73e3f034e396ef4510111
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1542.txt
@@ -0,0 +1 @@
+0 0.521670 0.462733 0.793096 0.556933
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1543.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1543.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e19ae741784163dd7857ae0ce665441bf1ebf4c3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1543.txt
@@ -0,0 +1,2 @@
+0 0.557512 0.580625 0.319775 0.196600
+0 0.397300 0.190037 0.364150 0.174175
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1544.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1544.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f0410011aad44c5b4a0071818e716f8766fc030f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1544.txt
@@ -0,0 +1 @@
+0 0.454656 0.437533 0.417356 0.181600
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1546.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1546.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3ddacbc17d2a1b28c6eeaa85d3c3dbb599c83e3e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1546.txt
@@ -0,0 +1 @@
+0 0.441125 0.618637 0.617900 0.548775
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1547.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1547.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9a265ae403a2a30eaaa50035a4e2f5544d1dbbd1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1547.txt
@@ -0,0 +1 @@
+0 0.492425 0.430787 0.336400 0.132525
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1548.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1548.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b259b5aee917008a37e50f7a88381affec3b4c17
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1548.txt
@@ -0,0 +1 @@
+0 0.441600 0.464575 0.429100 0.323050
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_155.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_155.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c1bddb7b2dc9d186e588d751461a9d14769fc3ed
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_155.txt
@@ -0,0 +1,4 @@
+0 0.804976 0.523191 0.067805 0.031369
+0 0.783593 0.835269 0.263870 0.120758
+0 0.718667 0.472995 0.162179 0.059584
+0 0.134374 0.504108 0.209008 0.093154
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1550.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1550.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fb4a6c23da4f476805b275cbad6db67ed4b8b6ac
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1550.txt
@@ -0,0 +1,2 @@
+0 0.531625 0.454850 0.460250 0.248800
+0 0.459075 0.706050 0.234150 0.146350
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1551.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1551.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cc2f72ad338d4f80ffbec0b79c25d3ea9790b898
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1551.txt
@@ -0,0 +1 @@
+0 0.505350 0.599925 0.348950 0.167800
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1552.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1552.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cb005d9c2cfcf899c35b2504aff17770159be3d1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1552.txt
@@ -0,0 +1 @@
+0 0.501550 0.537813 0.201000 0.155825
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1553.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1553.txt
new file mode 100644
index 0000000000000000000000000000000000000000..19b32cbb753237c908e5f573a2d75e80e6b56f77
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1553.txt
@@ -0,0 +1 @@
+0 0.476848 0.729233 0.781951 0.187533
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1554.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1554.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8bb8db3769d169f0b0df7eee309f9548f6e665e3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1554.txt
@@ -0,0 +1,2 @@
+0 0.301575 0.530317 0.485850 0.191233
+0 0.786713 0.492100 0.264875 0.486200
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1555.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1555.txt
new file mode 100644
index 0000000000000000000000000000000000000000..27f3bf5ddbd0697dda250221d78a7ad6a0e4a8a8
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1555.txt
@@ -0,0 +1 @@
+0 0.537800 0.715150 0.313900 0.293700
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1556.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1556.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a02332bdcec20cf683bc2f2bb709a4621463d2cf
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1556.txt
@@ -0,0 +1 @@
+0 0.482475 0.527300 0.242750 0.311650
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1557.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1557.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d4fde17197bfcb75190e8fdb4a57a8f7ce906f98
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1557.txt
@@ -0,0 +1 @@
+0 0.641650 0.728550 0.716700 0.442900
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1558.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1558.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dfeb5a0b736a988d972f0b32c1d7d5853ae4d521
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1558.txt
@@ -0,0 +1 @@
+0 0.543619 0.515867 0.620557 0.696600
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1559.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1559.txt
new file mode 100644
index 0000000000000000000000000000000000000000..200451f1dda90057c50d4558321ca6711eda988d
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1559.txt
@@ -0,0 +1,3 @@
+0 0.493426 0.738900 0.348772 0.233067
+0 0.854549 0.467567 0.290902 0.159000
+0 0.751296 0.565450 0.372956 0.121967
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_156.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_156.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8c0dab65985c00e9ec9deea42b762f29d6f526c5
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_156.txt
@@ -0,0 +1,2 @@
+0 0.483234 0.110727 0.111974 0.027273
+0 0.481805 0.596330 0.513818 0.391886
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1560.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1560.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c7c152764044e30f8bf542c996c2ce94c3bb1d8b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1560.txt
@@ -0,0 +1,2 @@
+0 0.309414 0.755133 0.298350 0.198733
+0 0.671074 0.637133 0.096302 0.053067
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1561.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1561.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7d143b21c3fb17fe624032d895c5c47a8b14195d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1561.txt
@@ -0,0 +1,3 @@
+0 0.448102 0.455500 0.407981 0.165800
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1562.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1562.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ee7f03033e95f9884d532033b29f1658600e79a9
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1562.txt
@@ -0,0 +1,5 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1563.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1563.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f8c8b3d55b6b426f6a8952d423d859134d81f0f4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1563.txt
@@ -0,0 +1 @@
+0 0.523450 0.313700 0.183750 0.177250
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1564.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1564.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b9e798b21474cd2c6ba715286f651d060bb1db91
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1564.txt
@@ -0,0 +1,2 @@
+0 0.503546 0.439667 0.809944 0.413000
+0 0.207936 0.855117 0.346867 0.203233
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1566.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1566.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0dc264830a4b948649d9b9c9ab98b59679a1b2c2
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1566.txt
@@ -0,0 +1,21 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1567.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1567.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5c61e6baeb5d89d81d55b08baaca2833d2d38d4a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1567.txt
@@ -0,0 +1 @@
+0 0.627317 0.756267 0.313297 0.196733
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1568.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1568.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ddbb097b086a5e824938bea3e29d40a578e34091
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1568.txt
@@ -0,0 +1 @@
+0 0.425962 0.473000 0.425575 0.262000
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1569.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1569.txt
new file mode 100644
index 0000000000000000000000000000000000000000..80c79717b67dc967cb2bcdd5a49cbbb0897e99c2
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1569.txt
@@ -0,0 +1,3 @@
+0 0.756650 0.091375 0.087500 0.062100
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_157.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_157.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6bc1e9f5c793af9a2ef43567a0ba4a13b4cbecc9
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_157.txt
@@ -0,0 +1 @@
+0 0.295928 0.758428 0.591855 0.369948
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1570.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1570.txt
new file mode 100644
index 0000000000000000000000000000000000000000..006c0e9dab96c8e0f76063d7b702bf7032c06b2a
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1570.txt
@@ -0,0 +1,2 @@
+0 0.728850 0.334100 0.203250 0.188550
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1571.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1571.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eae00f1b8fb8c62b9da41d04e6d5aef3b77409a0
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1571.txt
@@ -0,0 +1,2 @@
+0 0.493425 0.575738 0.312800 0.242775
+0 0.442050 0.156762 0.225850 0.075775
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1572.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1572.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ef801a91783a3678e1be0694f4dd8051fe9e2bc7
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1572.txt
@@ -0,0 +1 @@
+0 0.483263 0.546388 0.299225 0.199875
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1574.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1574.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b35c3c42b921c6894740436ac4ee4d17e53eeae9
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1574.txt
@@ -0,0 +1,4 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1575.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1575.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c2bba8248a8cddf8f5051647f9bb932f840d10f0
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1575.txt
@@ -0,0 +1,5 @@
+0 0.474050 0.888947 0.369100 0.141882
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1576.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1576.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b0133294c971cddced541dbcdfd8af25e256b9d9
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1576.txt
@@ -0,0 +1,9 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1578.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1578.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1c200884545a60c4ebd1c582c90e8e03946fbbf1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1578.txt
@@ -0,0 +1 @@
+0 0.459425 0.469375 0.340100 0.207450
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_158.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_158.txt
new file mode 100644
index 0000000000000000000000000000000000000000..048e97ae516488412552b2b66fa778eb100eb9c0
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_158.txt
@@ -0,0 +1 @@
+0 0.500000 0.707356 1.000000 0.585289
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1581.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1581.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a5f35d3c90ec397c7d31ef2999570b1fe7884bfd
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1581.txt
@@ -0,0 +1,5 @@
+0 0.399353 0.522633 0.405497 0.266467
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1582.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1582.txt
new file mode 100644
index 0000000000000000000000000000000000000000..778a718ac29e11a7a4d6d1eccc3e72234db944e9
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1582.txt
@@ -0,0 +1,2 @@
+0 0.406069 0.629550 0.128874 0.137233
+0 0.497917 0.908400 0.173508 0.138800
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1583.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1583.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6ce964ca93115bd396ef635fb5b072ecbd752caa
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1583.txt
@@ -0,0 +1,2 @@
+0 0.249144 0.339367 0.473356 0.180333
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1584.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1584.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bae71ab45b7b5eadf4c846f403a60cf914897b08
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1584.txt
@@ -0,0 +1 @@
+0 0.327392 0.515200 0.654783 0.773867
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1585.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1585.txt
new file mode 100644
index 0000000000000000000000000000000000000000..60de22c35fc6ad0ab6c8a2e7ce4c9bc086ea516f
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1585.txt
@@ -0,0 +1 @@
+0 0.479938 0.437617 0.529502 0.491700
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1586.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1586.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d9e2aa758a674658ec2db125841238189a80e753
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1586.txt
@@ -0,0 +1 @@
+0 0.429632 0.607367 0.836234 0.378533
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1587.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1587.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a049a93dbbfded2d5e7672e7b66fab79291bc461
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1587.txt
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+0 0.350725 0.693150 0.133500 0.065100
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1588.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1588.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9f38ec4fa93a7f34b2551f087c23efe69bcffead
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1588.txt
@@ -0,0 +1,2 @@
+0 0.515375 0.476817 0.350000 0.346500
+0 0.278175 0.148383 0.275600 0.274633
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1589.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1589.txt
new file mode 100644
index 0000000000000000000000000000000000000000..44fcced76d554d5e43b4377fa4f8321e4331e3fc
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1589.txt
@@ -0,0 +1 @@
+0 0.532133 0.504100 0.149533 0.090200
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_159.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_159.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e54a3cda8260fbddee37cde258a200bbaeb2a506
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_159.txt
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+0 0.268725 0.626173 0.122300 0.026079
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1590.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1590.txt
new file mode 100644
index 0000000000000000000000000000000000000000..58c6104f9ad094cca75c915f670b5351d2deb945
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1590.txt
@@ -0,0 +1,2 @@
+0 0.295905 0.849600 0.431810 0.300800
+0 0.811578 0.504000 0.376843 0.112733
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1591.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1591.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3410da07b6e29de047d545ee3b1ad76ab14d360f
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1591.txt
@@ -0,0 +1 @@
+0 0.453017 0.405850 0.593500 0.310567
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1592.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1592.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e3f5ed2d710ef69705ab3a4cb80a0ef8a0dde4f0
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1592.txt
@@ -0,0 +1 @@
+0 0.439615 0.595133 0.846473 0.809733
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1593.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1593.txt
new file mode 100644
index 0000000000000000000000000000000000000000..91701b2e9c5fd03cff5b3b2c119c872fa4016fe9
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1593.txt
@@ -0,0 +1 @@
+0 0.500000 0.443167 1.000000 0.546200
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1594.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1594.txt
new file mode 100644
index 0000000000000000000000000000000000000000..83a141775750aa01a6e1fbc5b23e4d2f97902732
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1594.txt
@@ -0,0 +1,3 @@
+0 0.191585 0.770833 0.383171 0.091667
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1595.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1595.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4c32b63377afeea2e42aa96d02fc008613c269c8
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1595.txt
@@ -0,0 +1 @@
+0 0.429613 0.401287 0.345525 0.235775
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1598.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1598.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d05553adb7ebf6eac1b16504085fdbd90726e150
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1598.txt
@@ -0,0 +1,2 @@
+0 0.493527 0.555133 0.777561 0.231800
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1599.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1599.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6e413ca5fc508a3b49eba2f4bc54c303c63727ff
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1599.txt
@@ -0,0 +1 @@
+0 0.502175 0.584588 0.204850 0.276425
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_16.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_16.txt
new file mode 100644
index 0000000000000000000000000000000000000000..da255b0a85f685174f2f3f52796256e520f88ed6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_16.txt
@@ -0,0 +1,4 @@
+0 0.911992 0.432687 0.145283 0.033875
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_160.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_160.txt
new file mode 100644
index 0000000000000000000000000000000000000000..faf6282811793a05883f33fbd46a7e320b699b4c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_160.txt
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+0 0.549496 0.788871 0.456625 0.235773
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1600.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1600.txt
new file mode 100644
index 0000000000000000000000000000000000000000..de08aa422b920b6db8e2c43adb8fc7fa125fba5d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1600.txt
@@ -0,0 +1 @@
+0 0.545890 0.486500 0.365847 0.250400
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1601.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1601.txt
new file mode 100644
index 0000000000000000000000000000000000000000..563f3585fba2db8135355e0d23241838910cd0f5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1601.txt
@@ -0,0 +1 @@
+0 0.492525 0.515300 0.308650 0.223950
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1602.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1602.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f3b94e5304b62c94b2b8758ec0f0c97eb3d71bc7
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1602.txt
@@ -0,0 +1 @@
+0 0.547575 0.492712 0.454500 0.186325
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1603.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1603.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9f6c450f5a8b220db9c8ab940f48a77b297aad24
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1603.txt
@@ -0,0 +1 @@
+0 0.520750 0.501188 0.316150 0.205125
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1604.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1604.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8f28eb2d911cde3e3a4cc8ccdf36aadfefe14086
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1604.txt
@@ -0,0 +1 @@
+0 0.495650 0.452725 0.297550 0.351200
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1605.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1605.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1f23952bca7ef9b4546f78fcf9bf4deac88105e9
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1605.txt
@@ -0,0 +1 @@
+0 0.485975 0.525613 0.337600 0.299225
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1606.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1606.txt
new file mode 100644
index 0000000000000000000000000000000000000000..11e64320d6da573717a815ec6b00d2514abf7868
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1606.txt
@@ -0,0 +1,3 @@
+0 0.529733 0.423413 0.216400 0.094875
+0 0.396850 0.675787 0.522433 0.310525
+0 0.633233 0.315187 0.356533 0.072925
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1608.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1608.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6e51f1be7d767050def6f8cc5b64ea50cad0c4db
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1608.txt
@@ -0,0 +1 @@
+0 0.403132 0.620150 0.655604 0.497567
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1609.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1609.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e3295b50e5ec64d8f933f234655c3ab77e364f30
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1609.txt
@@ -0,0 +1 @@
+0 0.487513 0.470475 0.367475 0.367450
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_161.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_161.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2d2359fb160ead52fa99bcbe0600e2ceeb35ec6f
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_161.txt
@@ -0,0 +1 @@
+0 0.479800 0.750899 0.674371 0.237131
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1610.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1610.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b4ad505f1bdd3083450e9c364a42d7a5e0e772ed
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1610.txt
@@ -0,0 +1 @@
+0 0.340659 0.608667 0.376132 0.317067
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1611.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1611.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b2f514818b4f92d5a3fe854909aa72f341d5cb4c
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1611.txt
@@ -0,0 +1 @@
+0 0.544500 0.388300 0.285000 0.358600
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1612.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1612.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d0dd405b0424448dd439e346128fd53aea12d95f
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1612.txt
@@ -0,0 +1,2 @@
+0 0.450501 0.560317 0.759869 0.564233
+0 0.876133 0.120417 0.129651 0.175767
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1613.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1613.txt
new file mode 100644
index 0000000000000000000000000000000000000000..786425add2b6172d5d258edd30fe13272cda66e0
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1613.txt
@@ -0,0 +1 @@
+0 0.549139 0.723917 0.623820 0.552167
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1614.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1614.txt
new file mode 100644
index 0000000000000000000000000000000000000000..467d7d42d21495f8fd929b8ce11c5c4074dfc2f1
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1614.txt
@@ -0,0 +1 @@
+0 0.458278 0.674800 0.304489 0.278067
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1615.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1615.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e2178134721b8f82b7781ffaa44d9f6d6fc08b09
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1615.txt
@@ -0,0 +1,12 @@
+0 0.526633 0.542183 0.130089 0.065900
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+0 0.555872 0.838417 0.373221 0.273167
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1616.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1616.txt
new file mode 100644
index 0000000000000000000000000000000000000000..be9a546c19da7a78e2b723996215111b1bf53ce0
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1616.txt
@@ -0,0 +1 @@
+0 0.425300 0.501100 0.407100 0.181000
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1617.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1617.txt
new file mode 100644
index 0000000000000000000000000000000000000000..242bd2917ca15f733bf3883b0e94c75811a1873d
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1617.txt
@@ -0,0 +1 @@
+0 0.479087 0.502375 0.449325 0.170150
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1618.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1618.txt
new file mode 100644
index 0000000000000000000000000000000000000000..612dc994f6fc8ea5d16936a2017fa40d2bde140a
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1618.txt
@@ -0,0 +1 @@
+0 0.433214 0.604233 0.441701 0.530067
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_162.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_162.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f299ce5547282baf2059fbb1f8c443055daaeac2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_162.txt
@@ -0,0 +1 @@
+0 0.471554 0.446677 0.593392 0.754472
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1620.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1620.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9d82dab7aa08d890dc212c2b361bd77cfc3fc6af
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1620.txt
@@ -0,0 +1,3 @@
+0 0.422700 0.753013 0.208450 0.124175
+0 0.038775 0.639775 0.077550 0.110650
+0 0.516787 0.372488 0.142675 0.065875
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1622.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1622.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ccbabe721c1dd3f700efd35918def906b8d518e1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1622.txt
@@ -0,0 +1,2 @@
+0 0.504262 0.450063 0.543125 0.229225
+0 0.849437 0.221500 0.301125 0.113700
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1624.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1624.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cfa68ef6b073a8eb300fb2741f1b3c2b60c2cbb6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1624.txt
@@ -0,0 +1,2 @@
+0 0.540637 0.534763 0.130175 0.137225
+0 0.293900 0.099288 0.140500 0.090825
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1626.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1626.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eef727a019b17ebc07cffe82fe837866ad25f4b8
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1626.txt
@@ -0,0 +1 @@
+0 0.439488 0.497125 0.166225 0.138800
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1627.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1627.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fd262fac0201afd9f23e939ecd601ade6b278aa2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1627.txt
@@ -0,0 +1,2 @@
+0 0.470710 0.543333 0.379645 0.273333
+0 0.736752 0.322883 0.079933 0.056433
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1628.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1628.txt
new file mode 100644
index 0000000000000000000000000000000000000000..29a5a44be81cd7770df4f1ba04d345ec9d504590
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1628.txt
@@ -0,0 +1,3 @@
+0 0.558462 0.258900 0.383925 0.191950
+0 0.328688 0.824237 0.240525 0.351525
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1629.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1629.txt
new file mode 100644
index 0000000000000000000000000000000000000000..48c4a86a631aa7be03dfebbdde68231069761e17
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1629.txt
@@ -0,0 +1 @@
+0 0.465313 0.489637 0.387325 0.265475
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_163.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_163.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c71ce390e2ebdc4ce2a1c828aaab064a8016ff1f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_163.txt
@@ -0,0 +1 @@
+0 0.470206 0.539418 0.662344 0.764226
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1630.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1630.txt
new file mode 100644
index 0000000000000000000000000000000000000000..76fc82b42ebf477b45d3df8944979818972a8910
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1630.txt
@@ -0,0 +1,8 @@
+0 0.736114 0.707683 0.406486 0.110633
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1631.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1631.txt
new file mode 100644
index 0000000000000000000000000000000000000000..659787c79d6ce690f462ef6a603454b6c55c981b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1631.txt
@@ -0,0 +1,4 @@
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+0 0.612500 0.436733 0.060511 0.034467
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1633.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1633.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a8a7fe8758d2185fc4127263dcd327ec63acb463
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1633.txt
@@ -0,0 +1 @@
+0 0.437287 0.544200 0.425125 0.206667
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1634.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1634.txt
new file mode 100644
index 0000000000000000000000000000000000000000..564e7b18572d83ad503853719c0da401a3af35d1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1634.txt
@@ -0,0 +1 @@
+0 0.474862 0.333950 0.214075 0.596200
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1635.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1635.txt
new file mode 100644
index 0000000000000000000000000000000000000000..20000100a917a58df8b0ef29ba8b106177c2a242
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1635.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1636.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1636.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f301c269719c7bc3f4102e7d7565e1b85a935274
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1636.txt
@@ -0,0 +1,4 @@
+0 0.621144 0.490533 0.175310 0.154333
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1637.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1637.txt
new file mode 100644
index 0000000000000000000000000000000000000000..83fcf40a65bc977924539f35958e8838b8240674
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1637.txt
@@ -0,0 +1,2 @@
+0 0.549663 0.407100 0.278925 0.215800
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1638.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1638.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bef852fe51b01dca1d9c86b14b4a8de20d7cb431
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1638.txt
@@ -0,0 +1 @@
+0 0.361488 0.590512 0.722975 0.405275
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1639.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1639.txt
new file mode 100644
index 0000000000000000000000000000000000000000..02177aebd6d468149225935804010728023c4b93
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1639.txt
@@ -0,0 +1 @@
+0 0.497350 0.480150 0.231700 0.132800
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_164.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_164.txt
new file mode 100644
index 0000000000000000000000000000000000000000..321da03701f1df592cc084244397c324021fb50a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_164.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1640.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1640.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a0fc39862b1a9ae497537dc85abb64b9d8d9265d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1640.txt
@@ -0,0 +1 @@
+0 0.424675 0.480487 0.192900 0.179725
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1641.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1641.txt
new file mode 100644
index 0000000000000000000000000000000000000000..860fb75b92b29e08567d32dce503443c49f388ab
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1641.txt
@@ -0,0 +1 @@
+0 0.524050 0.545050 0.269650 0.298100
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1642.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1642.txt
new file mode 100644
index 0000000000000000000000000000000000000000..98a48d86d369563ba468e6bdd90a327088867068
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1642.txt
@@ -0,0 +1 @@
+0 0.458312 0.488362 0.241775 0.133325
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1643.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1643.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8c43b47cfaf203d1e560dd4a715abbbf039dfafc
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1643.txt
@@ -0,0 +1 @@
+0 0.497837 0.479538 0.684275 0.293575
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1644.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1644.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1f38e9bb2e50925478cce095d5f206625a1788a7
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1644.txt
@@ -0,0 +1 @@
+0 0.440500 0.411500 0.184500 0.131000
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1645.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1645.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ede26e3ecbedfaa2c0c7574020ef34da9aeeb5da
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1645.txt
@@ -0,0 +1,6 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1646.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1646.txt
new file mode 100644
index 0000000000000000000000000000000000000000..52f76f4004df255e422357eb34aae4b802369aa8
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1646.txt
@@ -0,0 +1 @@
+0 0.556550 0.609963 0.312800 0.191975
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1647.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1647.txt
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index 0000000000000000000000000000000000000000..197bdd38f9460e499703a6b9bcd71ba341759486
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1647.txt
@@ -0,0 +1,2 @@
+0 0.359637 0.679350 0.719275 0.580900
+0 0.844413 0.141875 0.311175 0.283750
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1648.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1648.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2796d93b56dab82540e3a6f01fb269d5e0e01280
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1648.txt
@@ -0,0 +1 @@
+0 0.502100 0.500000 0.352700 1.000000
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1649.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1649.txt
new file mode 100644
index 0000000000000000000000000000000000000000..46f34f3795186b2001bcb0f5f585b6a9c4777562
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1649.txt
@@ -0,0 +1,3 @@
+0 0.251188 0.719150 0.502375 0.561700
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_165.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_165.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0adf74ad01684072e3b3b06661f404c80cc5a863
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_165.txt
@@ -0,0 +1,2 @@
+0 0.363092 0.644444 0.371950 0.133333
+0 0.703946 0.331439 0.217075 0.073167
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1650.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1650.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b6033fb4bea60ca913efafe223f70ffdfc7d7db0
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1650.txt
@@ -0,0 +1,2 @@
+0 0.543096 0.563333 0.338027 0.097865
+0 0.509678 0.448639 0.195254 0.068216
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1652.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1652.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d2dcd34da1c234d92e95723a00fb931bd209ea86
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1652.txt
@@ -0,0 +1,4 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1654.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1654.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8b93d3dc1d4619e536dbdf0109ad2d591b7c9fbe
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1654.txt
@@ -0,0 +1,2 @@
+0 0.465944 0.730732 0.398663 0.209756
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1655.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1655.txt
new file mode 100644
index 0000000000000000000000000000000000000000..54ee211eb3ddf2665d36ebc58ef7a00f6cada6e1
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1655.txt
@@ -0,0 +1,10 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1656.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1656.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ce2314827042a86be37e0d0b41964103d24d774d
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1656.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1657.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1657.txt
new file mode 100644
index 0000000000000000000000000000000000000000..365050189d640586e55a321ae5f1cbfc544360b5
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1657.txt
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+0 0.544867 0.402133 0.243600 0.078933
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1658.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1658.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a0e7631d11c7988525671c47be4185f43c7533d7
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1658.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1659.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1659.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d19046189abfe4b5e0f7c221b1818f17e9daddae
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1659.txt
@@ -0,0 +1 @@
+0 0.681447 0.866461 0.110769 0.267077
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_166.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_166.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7ec3b0f147041ee1dac3341ecf51faef1396fbfd
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_166.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1661.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1661.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7483fc6899272a542efecd45a9c8badc9e30abf2
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1661.txt
@@ -0,0 +1 @@
+0 0.435639 0.546705 0.369194 0.219351
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1662.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1662.txt
new file mode 100644
index 0000000000000000000000000000000000000000..40ef9b418bfcc2c5e10ef46171571efad9dfac2f
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1662.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1663.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1663.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5efe86101357e549bc71ffd5883bed35b4cdbcb2
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1663.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1664.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1664.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bb522e5086ccf62c2b3c685746ff78e6b6689bae
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1664.txt
@@ -0,0 +1 @@
+0 0.497525 0.522263 0.233565 0.207950
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1667.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1667.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0ba07b12a52db6044f5fe3c0b06d72af62132458
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1667.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1669.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1669.txt
new file mode 100644
index 0000000000000000000000000000000000000000..55922b21a65ea5f7cbf4539e384a2ae1a57650fe
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1669.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_167.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_167.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cca2f83dfb509f725636350496f91be972b98dd0
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_167.txt
@@ -0,0 +1 @@
+0 0.585237 0.763196 0.203815 0.206745
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1670.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1670.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2ff97c7dfbe71e713965a7919382aaf8b67e6a93
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1670.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1672.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1672.txt
new file mode 100644
index 0000000000000000000000000000000000000000..16ccf9eeddc540ce5b830ff4605f6cc5ece22fda
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1672.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1673.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1673.txt
new file mode 100644
index 0000000000000000000000000000000000000000..41714e2430be811d5f605492a413a09fd3d7cd50
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1673.txt
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+0 0.500000 0.753292 1.000000 0.493416
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1674.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1674.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7eeaa8e1e6a3a67d8673eac5b16b6d363a793273
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1675.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1675.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3af4296ab2b9b7240ed6a963ccfd2e1bb2693487
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+0 0.529427 0.558859 0.339509 0.203107
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1676.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1676.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c8d89fb5f4644ff7e23efc43b6c94176cc8024a4
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1677.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1677.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6706fca5978191e5c9f6c4f8684209d055a495fd
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1677.txt
@@ -0,0 +1 @@
+0 0.604386 0.641570 0.359755 0.127745
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1678.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1678.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cf4b7c54b82094fefd03cfc6a533d15926b4b1a6
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1678.txt
@@ -0,0 +1 @@
+0 0.521476 0.574668 0.874855 0.667322
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1679.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1679.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1f9ba1c313f3fdca587bd981ccd71b4cae076727
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1679.txt
@@ -0,0 +1 @@
+0 0.528863 0.472150 0.706825 0.308300
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_168.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_168.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3a2cff9969387bc25f8839a83205f9818a00fd7c
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_168.txt
@@ -0,0 +1 @@
+0 0.739083 0.894137 0.521833 0.211725
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1680.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1680.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6b59c1b8245a2be669b822f242a976aca1a4ac81
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1680.txt
@@ -0,0 +1,11 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1682.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1682.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0d939d65c29a93c4a81d08ac04bd9f4701ad5f7e
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1682.txt
@@ -0,0 +1,2 @@
+0 0.521025 0.124559 0.069817 0.013552
+0 0.544009 0.556975 0.469462 0.204660
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1683.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1683.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f38954a50a6353478e066a4c3a9d094cf8b1d143
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1683.txt
@@ -0,0 +1,2 @@
+0 0.723813 0.479386 0.232254 0.294045
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1684.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1684.txt
new file mode 100644
index 0000000000000000000000000000000000000000..06aee974b677e09e9a87ccc7b1beace6594d945a
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1684.txt
@@ -0,0 +1,4 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1685.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1685.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b80e10ab1be3d8b217204fbfcb61ac8577699fd7
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1685.txt
@@ -0,0 +1,16 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1686.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1686.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bf6d345e9968c28e4c5e85dd26437e14702382d4
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+0 0.248066 0.339069 0.496133 0.168959
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1689.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1689.txt
new file mode 100644
index 0000000000000000000000000000000000000000..231f16fdc643bc241e775b0dc2e388ca8294c90a
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1689.txt
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+0 0.481706 0.466358 0.781287 0.270183
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_169.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_169.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6b6d2246fc5d0b96d0c60f2f132b421c5ef79ed4
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_169.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1690.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1690.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8f31a52749a833f81440d9a5bef718b140385b15
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1690.txt
@@ -0,0 +1 @@
+0 0.551737 0.554617 0.765975 0.648433
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1691.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1691.txt
new file mode 100644
index 0000000000000000000000000000000000000000..208cceafa7ad67943d387ecd75c9d70cd71ee2a3
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1691.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1692.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1692.txt
new file mode 100644
index 0000000000000000000000000000000000000000..74366cb4468c075147103846611990d95a38b0e6
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1692.txt
@@ -0,0 +1 @@
+0 0.424497 0.813398 0.593342 0.373204
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1693.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1693.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2746ba27a8b9d796bd2e48f762e970c8c8a3f1d6
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1694.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1694.txt
new file mode 100644
index 0000000000000000000000000000000000000000..20f44239647e1bb7d999b8cca28e501509c0326e
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1694.txt
@@ -0,0 +1 @@
+0 0.439628 0.862373 0.371926 0.275253
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1695.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1695.txt
new file mode 100644
index 0000000000000000000000000000000000000000..082a8ae01b2d3274a1b674a57774bd89bcb05001
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1695.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1696.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1696.txt
new file mode 100644
index 0000000000000000000000000000000000000000..72d992c6c41acbf6d65ab21f02e6c7c3dd0c98ab
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_170.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_170.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4eedff9594d194bde3b47cbc6588ceefa51916e9
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1700.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1700.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4ec029d86ab4cb6be8a79a2be8cdf4657ffc226c
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1702.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1702.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0f296207c4d8a9c5660d646e58c7c7cebad6a6c1
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1703.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1703.txt
new file mode 100644
index 0000000000000000000000000000000000000000..71b6aee7d633b79c936f0fb7136a80499cb9dffd
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1704.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1704.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0a5398e85c58656b52b9a2f2850a0983b2fab0d6
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1705.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1705.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fbb7f3cfc0fd402c2bef35c45963b4a2f10e80a6
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1706.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1706.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a95060a47b03435dbb163ac19de5c190bf5f7918
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1707.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1707.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9bf37308a55e86dc93cfc5923ac18521b10ebde5
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1709.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1709.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ba2c9b2d761dc7e0aef698d9745da84161a8e019
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_171.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_171.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1710.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1710.txt
new file mode 100644
index 0000000000000000000000000000000000000000..64426df76cd0c44d672a63dbb41f17408d1c39cd
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1711.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1711.txt
new file mode 100644
index 0000000000000000000000000000000000000000..25632ef2657a46701a6a6d6ada73fb24ad3d7198
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1712.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1712.txt
new file mode 100644
index 0000000000000000000000000000000000000000..88c6bff59c32a31a7c6c658ef648961aad3fc848
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1713.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1713.txt
new file mode 100644
index 0000000000000000000000000000000000000000..367eee47c4740cf56fde792c3fdce767560bec6f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1713.txt
@@ -0,0 +1 @@
+0 0.476404 0.510561 0.952809 0.499925
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1714.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1714.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d43446f4c06404ef118df8b30f36fbbff9b569f3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1714.txt
@@ -0,0 +1,18 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1715.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1715.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9c6610f8af7d89f891414853fef471ace83c455e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1715.txt
@@ -0,0 +1,3 @@
+0 0.436113 0.504355 0.231258 0.073577
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1716.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1716.txt
new file mode 100644
index 0000000000000000000000000000000000000000..65a5dd38993b64a1748c4f142185ab9685159c64
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1716.txt
@@ -0,0 +1,8 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1717.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1717.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1ac7f6eb1a6f357e9ab6d2ebc8f0085e918e204f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1717.txt
@@ -0,0 +1 @@
+0 0.453016 0.388191 0.617484 0.135762
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1719.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1719.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d1e8edce6478fc6928b2845d5714260445c9a426
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1719.txt
@@ -0,0 +1 @@
+0 0.582090 0.667745 0.343003 0.510691
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_172.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_172.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5fe365112642ea9531ebb92b8b732dc42b3ed88d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_172.txt
@@ -0,0 +1 @@
+0 0.489275 0.656822 0.733700 0.456075
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1720.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1720.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d78214ee3a8970975c825418d00ea2c155735f58
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1720.txt
@@ -0,0 +1,4 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1721.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1721.txt
new file mode 100644
index 0000000000000000000000000000000000000000..737ca3ef9294e536489e51c4d45e90890bbf09f9
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1721.txt
@@ -0,0 +1 @@
+0 0.516250 0.597651 0.606838 0.263995
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1722.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1722.txt
new file mode 100644
index 0000000000000000000000000000000000000000..502d9e6235120b669430f93887976b10fb1fe8cb
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1722.txt
@@ -0,0 +1,8 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1723.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1723.txt
new file mode 100644
index 0000000000000000000000000000000000000000..56bb647af4bd6ba074ba66c913a1bf7efef27ab8
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1723.txt
@@ -0,0 +1,4 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1724.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1724.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1db14591cbb013cec66d91b3f5251618a650425b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1724.txt
@@ -0,0 +1,7 @@
+0 0.300588 0.376929 0.192575 0.095880
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1725.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1725.txt
new file mode 100644
index 0000000000000000000000000000000000000000..71517690d5091e29272c6c0b86a9a38f344001bb
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1725.txt
@@ -0,0 +1 @@
+0 0.507942 0.716394 0.372367 0.567213
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1726.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1726.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ecb57da6b818417f1aca5e8fdd0f74e3bebe6763
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1726.txt
@@ -0,0 +1,4 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1727.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1727.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cc6e189204e833f3cc2d0ece4ce02c550b1b5a39
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1727.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1729.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1729.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3c64affcbe0edb0d9434b85e1c578ed23c42adf7
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1729.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_173.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_173.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a861a7a028b81b178894c105b097afa80cb5ae31
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_173.txt
@@ -0,0 +1 @@
+0 0.482188 0.809708 0.957417 0.380583
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1730.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1730.txt
new file mode 100644
index 0000000000000000000000000000000000000000..13aeecb49a8faaa804ce01e677e61f1dc6251f9f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1730.txt
@@ -0,0 +1,2 @@
+0 0.658822 0.774966 0.234311 0.440201
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1731.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1731.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fe244bf51451e2d268302d6c4fd51a50633b6679
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1731.txt
@@ -0,0 +1,3 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1732.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1732.txt
new file mode 100644
index 0000000000000000000000000000000000000000..25c53b37e176ca5bf47d8c8bd2730f925672201e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1732.txt
@@ -0,0 +1 @@
+0 0.520925 0.770766 0.804050 0.458469
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1733.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1733.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dd63c1374f9fe5d40053add44d75c7569c406a62
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1733.txt
@@ -0,0 +1 @@
+0 0.473475 0.489483 0.418400 0.528500
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1735.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1735.txt
new file mode 100644
index 0000000000000000000000000000000000000000..980006e1070d3fb834345d65123c7fc64b2aee85
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1735.txt
@@ -0,0 +1,2 @@
+0 0.555920 0.587154 0.403069 0.337212
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1736.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1736.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b32537eeba1af145a2b404007ffe362542e4ea8c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1736.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1737.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1737.txt
new file mode 100644
index 0000000000000000000000000000000000000000..95f3faf0d75e181cbb1c71feac75028561c8c9a7
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1737.txt
@@ -0,0 +1,4 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1739.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1739.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5c61c3effb7e8481f9184ac9f6174ec80910d7aa
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1739.txt
@@ -0,0 +1 @@
+0 0.563954 0.512500 0.423536 0.285279
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_174.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_174.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b651853365d8435baa61968b72b7cf8e2e93d30a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_174.txt
@@ -0,0 +1,6 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1741.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1741.txt
new file mode 100644
index 0000000000000000000000000000000000000000..032557533294da6169c4006640c906508e97cd7b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1741.txt
@@ -0,0 +1,3 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1742.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1742.txt
new file mode 100644
index 0000000000000000000000000000000000000000..36345d6a947cda7f29521664d2d149178d07f7e4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1742.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1743.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1743.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bfdebe8161b3c56f1290ea8b8a6740a40950536e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1743.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1744.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1744.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6bf79e28054db400ffcd264075583db608d99e88
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1744.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1745.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1745.txt
new file mode 100644
index 0000000000000000000000000000000000000000..22dd96f43d3e4db34ec73d57f7ea5d1080d949f3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1745.txt
@@ -0,0 +1 @@
+0 0.732084 0.906805 0.144716 0.132708
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1746.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1746.txt
new file mode 100644
index 0000000000000000000000000000000000000000..310d36e5febfef37521dcd2ce7fcacda3e3af0b3
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1746.txt
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+0 0.473740 0.542789 0.376200 0.267624
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1747.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1747.txt
new file mode 100644
index 0000000000000000000000000000000000000000..78be1da51673063e873237fc702aec295ee6b2b2
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1747.txt
@@ -0,0 +1,2 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_175.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_175.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b364d983f1211cdf256c313ac109c6643cee5a40
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_175.txt
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+0 0.541838 0.678422 0.916325 0.643156
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1750.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1750.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1783c32e0263aebaf713a6a9a595682303849ca3
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1751.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1751.txt
new file mode 100644
index 0000000000000000000000000000000000000000..add8ff22f3fec8df8933e1139cf288bb47f631bb
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1752.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1752.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a8e8c59cbd58cb573513c51239a4a2e2d52d5551
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1753.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1753.txt
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index 0000000000000000000000000000000000000000..7ea606a4f916c87ef9b88ec6b31e693109edccde
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1754.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1754.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c531930ec3ae750bda7fe2eec5a4d59891e119a1
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1755.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1755.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5bc2323cfcf0b097628e6ed02b80c9c7141cccd8
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1757.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1757.txt
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index 0000000000000000000000000000000000000000..950b0adff860106b4a31459ab134573f7e8fe895
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1758.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1758.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fe3374f23c1ce7b55a7814935ba6524123328ae3
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1759.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1759.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b29d3b10e676d0be7f8ed18b70e8011d0e443324
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_176.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_176.txt
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index 0000000000000000000000000000000000000000..f18b790aea2ae8acda434f4af0dda76fa3c850ba
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+0 0.609882 0.576031 0.320625 0.093021
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1760.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1760.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c4df91403caae4a18bec79460644682f36fb5c0f
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1761.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1761.txt
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index 0000000000000000000000000000000000000000..68cde1336be9da1a8b87a1069efce13b6dfa44ae
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1762.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1762.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7f8c0a25e84eeb4c5cd1da55321b1a206b4a75ca
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1763.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1763.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b0d0299dfd4a6abee78033a3153d7e8ec53d5175
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1764.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1764.txt
new file mode 100644
index 0000000000000000000000000000000000000000..73143549bde6bab1acb4b6552bb566bf7a579503
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1765.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1765.txt
new file mode 100644
index 0000000000000000000000000000000000000000..09b4f84a25f8b2d3da8c3b0d94620c95c3523484
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1765.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1766.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1766.txt
new file mode 100644
index 0000000000000000000000000000000000000000..54d0428d21ade9e68c18ee5f25f1d4a8771e3c89
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1767.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1767.txt
new file mode 100644
index 0000000000000000000000000000000000000000..24f6cf63e0dc72f6724ec00db0bfa5bcea065cca
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1768.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1768.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ef2acc23981b0c881018a0d0666399bef93c6141
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1768.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1769.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1769.txt
new file mode 100644
index 0000000000000000000000000000000000000000..62d60cbef808c7050682e95127f4242419c07878
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1769.txt
@@ -0,0 +1 @@
+0 0.362325 0.599387 0.544017 0.318275
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_177.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_177.txt
new file mode 100644
index 0000000000000000000000000000000000000000..44e5d23528daa3057ecdae277431335a8930e0c0
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1770.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1770.txt
new file mode 100644
index 0000000000000000000000000000000000000000..118ed5e038bf4de18b71c4745950243151718bca
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1771.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1771.txt
new file mode 100644
index 0000000000000000000000000000000000000000..24a10f86f6406649ad77cd77e9423ced157b4514
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1771.txt
@@ -0,0 +1 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1773.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1773.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0feab8df717c7b7d47b3af74a5eba3f21aeab561
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1774.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1774.txt
new file mode 100644
index 0000000000000000000000000000000000000000..57a37d1105452f24b79c81fcb6046ec9f3ea5539
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1774.txt
@@ -0,0 +1 @@
+0 0.438391 0.820574 0.290919 0.221994
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1775.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1775.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2354d010ae5faa91487bafac86147e0acfcc1ca1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1775.txt
@@ -0,0 +1,11 @@
+0 0.627639 0.385432 0.300139 0.121679
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1776.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1776.txt
new file mode 100644
index 0000000000000000000000000000000000000000..07d0fa52f916ff8a3456483908ce325184b18a62
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1776.txt
@@ -0,0 +1,6 @@
+0 0.111914 0.342417 0.223828 0.108528
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1780.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1780.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b6b253016930f6d3befe76e6f1316b3b76811e68
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1780.txt
@@ -0,0 +1 @@
+0 0.493211 0.572748 0.986422 0.705970
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1781.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1781.txt
new file mode 100644
index 0000000000000000000000000000000000000000..638906de15f4be608af9328ef3342fc825c4ed07
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1781.txt
@@ -0,0 +1,8 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1782.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1782.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3554faddac191732fa742565f8563ad42e7fc693
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1782.txt
@@ -0,0 +1 @@
+0 0.440992 0.420642 0.459717 0.453463
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1783.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1783.txt
new file mode 100644
index 0000000000000000000000000000000000000000..334e17f72c344cc1f186bf2851c90607d55a761e
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1783.txt
@@ -0,0 +1 @@
+0 0.551538 0.614673 0.896925 0.228254
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1784.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1784.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ff8e8b1c3aa5c64855a9659b6f9bc5c2f5b36619
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1784.txt
@@ -0,0 +1 @@
+0 0.529311 0.504525 0.144711 0.081483
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1785.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1785.txt
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index 0000000000000000000000000000000000000000..b51ef67c4345b95d5ae82b72ecf6d4f2280e7fb9
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@@ -0,0 +1 @@
+0 0.689706 0.494370 0.476193 0.609481
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1786.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1786.txt
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index 0000000000000000000000000000000000000000..9ed632acabb64982afc0222aba9e8ea991a37d85
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1786.txt
@@ -0,0 +1 @@
+0 0.451843 0.685783 0.729971 0.437205
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1787.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1787.txt
new file mode 100644
index 0000000000000000000000000000000000000000..032707cb24348ed2d04f1a13e8f8e87c23b0f9e9
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1788.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1788.txt
new file mode 100644
index 0000000000000000000000000000000000000000..df40b8a9736dd6efd9de733cd7f8e539af14af88
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_179.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_179.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c6e9b0901c2831ec0e72642ea14493a39f9b30e9
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_179.txt
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+0 0.443736 0.586005 0.788059 0.491728
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1790.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1790.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a9396a5b5b2ca0366e8a1598f7bd3c55ec9ed2ff
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1790.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1791.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1791.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a9e3371c527e5172897dd2684e6c71f697c5522e
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1791.txt
@@ -0,0 +1 @@
+0 0.500000 0.611709 1.000000 0.486697
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1792.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1792.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6ac492f309fa33aaac99bb000b82f10f7eeca970
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1792.txt
@@ -0,0 +1 @@
+0 0.446000 0.674444 0.892000 0.651111
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1794.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1794.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4940049fe6db48c6ba578dd33f478ccccca074cd
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1794.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1795.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1795.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6192d5e22bfb4505684d2792188f4e00148d1313
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1795.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1796.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1796.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c663b5ac998e562f1a32695d8a433cf3be0a47a7
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1796.txt
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+0 0.500000 0.450299 1.000000 0.171458
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1797.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1797.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0e2047cc71ffab327ee18524cdb486ebd197286f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1797.txt
@@ -0,0 +1 @@
+0 0.514988 0.689431 0.378042 0.176363
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1798.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1798.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a5f6879a45caff73ef8d214b3000d4f722ba2cc9
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1798.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1799.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1799.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1909c326bc86897359806a3350cd02c7088c8a1e
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1799.txt
@@ -0,0 +1 @@
+0 0.522885 0.746167 0.954231 0.368368
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_18.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_18.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dad095c06968d7c7363d9c60145fd1f31f7afd57
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_18.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1800.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1800.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8afbc3c8fead5852c68c157f0663f990e7e38979
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1800.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1801.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1801.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b4c67cdb2131b725d42f3a65133694cb00e0a0e6
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1802.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1802.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dbafb7a44c8ddb17d63a7205d358873f18b3ebb0
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1802.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1803.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1803.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8884f9b40992187a138ef38cc9a3701d97f6aa99
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1803.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1804.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1804.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ce36315b8df51d9d12cf9ba0f9f6eb809887dc98
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1805.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1805.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a56216053c3d93e9e51fbec17734e1e8133fa778
--- /dev/null
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1807.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1807.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a47e264cc46ee36a2aa9a9f053176bd18f072b39
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1807.txt
@@ -0,0 +1,19 @@
+0 0.721650 0.967675 0.122500 0.064650
+0 0.584717 0.787300 0.154567 0.093000
+0 0.717000 0.676500 0.251667 0.065000
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+0 0.662767 0.521925 0.320000 0.060750
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+0 0.724900 0.417025 0.090467 0.022050
+0 0.666583 0.393350 0.097967 0.035000
+0 0.534867 0.436700 0.092933 0.032300
+0 0.385583 0.376400 0.085767 0.021500
+0 0.372650 0.677875 0.079300 0.024850
+0 0.585800 0.347775 0.068933 0.018850
+0 0.627800 0.370375 0.036600 0.013450
+0 0.657400 0.285575 0.057067 0.016150
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1808.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1808.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bf14ff599b68bdd5fb50d4b0389156c598b1e3bc
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1808.txt
@@ -0,0 +1 @@
+0 0.411233 0.530325 0.822467 0.939350
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1809.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1809.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3e260511b777ed7611ed515dd312929e1570bbbf
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1809.txt
@@ -0,0 +1,10 @@
+0 0.627000 0.386049 0.289333 0.134074
+0 0.803326 0.498556 0.393347 0.297506
+0 0.185410 0.656691 0.370819 0.458123
+0 0.679368 0.948901 0.101708 0.102198
+0 0.333958 0.320284 0.074500 0.049802
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+0 0.662076 0.253432 0.151514 0.065975
+0 0.412083 0.212420 0.268528 0.115704
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_181.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_181.txt
new file mode 100644
index 0000000000000000000000000000000000000000..29cdcfd8950474542c4a188eaa2490d504ed7682
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_181.txt
@@ -0,0 +1 @@
+0 0.500000 0.781015 1.000000 0.437970
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1810.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1810.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6a014ed8ef4b5c756d516f1a859650c86795a4ab
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1810.txt
@@ -0,0 +1 @@
+0 0.222508 0.430646 0.432877 0.268507
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1811.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1811.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2b6eb4b4fd89d8a31d01153c8fcd6bc9f010edc1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1811.txt
@@ -0,0 +1 @@
+0 0.541887 0.357824 0.405049 0.178471
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1812.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1812.txt
new file mode 100644
index 0000000000000000000000000000000000000000..41aa0a3fe57f710751ef2a4f80c3b00e74b75007
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1812.txt
@@ -0,0 +1,2 @@
+0 0.760248 0.504986 0.442965 0.124501
+0 0.381066 0.750128 0.677035 0.233761
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1813.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1813.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d95d8b5dc4dea8486f2e1ee69c4f72b7f53aa36f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1813.txt
@@ -0,0 +1,2 @@
+0 0.701770 0.610574 0.439232 0.216559
+0 0.847575 0.401771 0.195487 0.124040
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1814.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1814.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e366fa81597b1e59def4df0a1746c17e241847e5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1814.txt
@@ -0,0 +1,3 @@
+0 0.530926 0.426083 0.219630 0.098389
+0 0.398852 0.682667 0.525407 0.308111
+0 0.627407 0.315250 0.356296 0.075611
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1816.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1816.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c3d1f1f248907d24379f5dd516d273442fb4958a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1816.txt
@@ -0,0 +1 @@
+0 0.589722 0.455935 0.360911 0.120119
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1817.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1817.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9bb7107467da9c484a8751558590be4e0f55c6fc
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1817.txt
@@ -0,0 +1,6 @@
+0 0.562900 0.465767 0.106200 0.021111
+0 0.571900 0.526323 0.157800 0.053333
+0 0.204100 0.516601 0.157800 0.041667
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+0 0.086529 0.619101 0.173057 0.067196
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1818.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1818.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e4ecef9d02fefa2e71b11c306277ef69c3c2b0c0
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1818.txt
@@ -0,0 +1,3 @@
+0 0.788261 0.193298 0.423477 0.215656
+0 0.289383 0.321992 0.192722 0.092160
+0 0.542136 0.697387 0.915729 0.605226
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1819.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1819.txt
new file mode 100644
index 0000000000000000000000000000000000000000..acb512fe04ffc7841c226cb76dbf42ae36e468dc
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1819.txt
@@ -0,0 +1,2 @@
+0 0.644229 0.429339 0.582860 0.328456
+0 0.849946 0.308082 0.171396 0.041170
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_182.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_182.txt
new file mode 100644
index 0000000000000000000000000000000000000000..552ac7adbf57ba6f8a06d2b790fa9a2ddbd7f165
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_182.txt
@@ -0,0 +1 @@
+0 0.538159 0.729897 0.233582 0.302079
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1820.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1820.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c2c634ea8d119253225b5185432cf0e8f1660436
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1820.txt
@@ -0,0 +1,3 @@
+0 0.739656 0.872867 0.284156 0.102533
+0 0.540800 0.742533 0.056000 0.030667
+0 0.260811 0.685750 0.347889 0.158833
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1821.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1821.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e8840ee7437742cd9cc895e97ac4d3b7b9390796
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1821.txt
@@ -0,0 +1 @@
+0 0.494475 0.558262 0.239402 0.178404
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1822.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1822.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f9f4e79c47cc70fecd7c7eb7188a1fc91846a960
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1822.txt
@@ -0,0 +1,2 @@
+0 0.310271 0.362676 0.122813 0.037833
+0 0.478891 0.471491 0.330479 0.160315
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1823.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1823.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9bef7cc2f921f09a61bcbaac95f7999661225500
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1823.txt
@@ -0,0 +1,14 @@
+0 0.251486 0.785872 0.070889 0.059516
+0 0.479905 0.413167 0.111514 0.049677
+0 0.832152 0.743592 0.180650 0.088710
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+0 0.233296 0.694971 0.150543 0.056716
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1824.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1824.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0fe2cfc42c5f2ced2d6720e9a57e134b0f94b6b5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1824.txt
@@ -0,0 +1,9 @@
+0 0.171737 0.660132 0.343475 0.519812
+0 0.393825 0.221598 0.179550 0.061692
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+0 0.404550 0.482613 0.161400 0.115226
+0 0.127275 0.215207 0.254550 0.063346
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1827.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1827.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8200508993ad69c2857bd47a65109ad0e8ccf25e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1827.txt
@@ -0,0 +1,2 @@
+0 0.500650 0.838176 0.638177 0.323649
+0 0.414723 0.604128 0.318477 0.078718
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1828.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1828.txt
new file mode 100644
index 0000000000000000000000000000000000000000..03a237ab6ef052eb1fb1a3a953ede8310c4f450e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1828.txt
@@ -0,0 +1,3 @@
+0 0.648428 0.658736 0.276650 0.160000
+0 0.346002 0.504947 0.136535 0.075226
+0 0.467038 0.491912 0.040657 0.010478
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1829.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1829.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cd79812808bc97928bdc385d15194ecf9ca54e53
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1829.txt
@@ -0,0 +1 @@
+0 0.592612 0.709433 0.547425 0.265400
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_183.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_183.txt
new file mode 100644
index 0000000000000000000000000000000000000000..085f7e2e0dcefda9a53bd7b1e165b3f614d848b2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_183.txt
@@ -0,0 +1,14 @@
+0 0.507149 0.525500 0.085556 0.079472
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+0 0.513276 0.643167 0.026552 0.044750
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1831.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1831.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a79bf721eb4c309c2ae70907d5e9bcbb1cc0c226
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1831.txt
@@ -0,0 +1,2 @@
+0 0.612120 0.544687 0.303632 0.116136
+0 0.505064 0.781392 0.698352 0.437216
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1832.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1832.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d36d46bb436bed4d24a49f9a510a0755e589c43e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1832.txt
@@ -0,0 +1,5 @@
+0 0.665888 0.162194 0.129625 0.051112
+0 0.316258 0.169697 0.138517 0.029444
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+0 0.523292 0.261831 0.327467 0.092000
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1833.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1833.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f37ca112d1b85c79f4a9b66cc8a4f54e0ec1ba31
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1833.txt
@@ -0,0 +1,2 @@
+0 0.478275 0.459569 0.280350 0.123184
+0 0.597725 0.648427 0.368200 0.211536
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1836.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1836.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fbb052a36c165cd997b8f3e785b93a7817bbce19
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1836.txt
@@ -0,0 +1 @@
+0 0.521775 0.684145 0.479110 0.492849
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1838.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1838.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7670540d25ae2bd4bf08c861d1e32cc4c15c089c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1838.txt
@@ -0,0 +1,2 @@
+0 0.510044 0.509130 0.979912 0.146143
+0 0.366866 0.750579 0.647092 0.406425
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1839.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1839.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f6530db68c5164517148f537f3d4d9317639ea6e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1839.txt
@@ -0,0 +1,3 @@
+0 0.511756 0.500770 0.059577 0.049756
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+0 0.468732 0.804340 0.278016 0.169218
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_184.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_184.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3742119fe751367c94afc86f2085ce45a87c6a59
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_184.txt
@@ -0,0 +1,16 @@
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+0 0.299990 0.452188 0.309000 0.119279
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1840.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1840.txt
new file mode 100644
index 0000000000000000000000000000000000000000..00d5c5f82f3c3b2d1db865510fb2ecb44f228641
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1840.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1841.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1841.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cfa2e4c553d3b40554c690df0b6ae96d7ad3f9b7
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1841.txt
@@ -0,0 +1 @@
+0 0.473357 0.625667 0.610887 0.384862
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1842.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1842.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e8b1029d3518e7fb077f4692265c0203982b12df
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1842.txt
@@ -0,0 +1 @@
+0 0.536583 0.501500 0.729900 0.702700
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1843.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1843.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c699cbb4f52f9c57101e2f7f5c0e0b127814111c
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1843.txt
@@ -0,0 +1,10 @@
+0 0.208049 0.650133 0.244328 0.166178
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1846.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1846.txt
new file mode 100644
index 0000000000000000000000000000000000000000..964d50accd28b939c6b2a9105b7ec30daf113b1b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1846.txt
@@ -0,0 +1 @@
+0 0.495744 0.503292 0.991488 0.544698
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1847.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1847.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4bb1e18050096deb428fc3f0965cd15250e137c8
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1847.txt
@@ -0,0 +1 @@
+0 0.443125 0.536417 0.426750 0.218958
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1848.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1848.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2f7e5e59c9d8171b948cbc84b84544219fc17bd1
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1848.txt
@@ -0,0 +1,2 @@
+0 0.517365 0.893094 0.436090 0.199059
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1849.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1849.txt
new file mode 100644
index 0000000000000000000000000000000000000000..df0330ba3415779c5caad3648d25683d82f68c9f
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1849.txt
@@ -0,0 +1 @@
+0 0.424561 0.534300 0.849121 0.931400
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_185.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_185.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9975dbb9ec73d16f55c0a9fa2804e77d3490bcb5
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_185.txt
@@ -0,0 +1,2 @@
+0 0.434860 0.626824 0.257389 0.085459
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1852.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1852.txt
new file mode 100644
index 0000000000000000000000000000000000000000..61d8c241bca05bbd52e460c1999bda54316e87bd
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1852.txt
@@ -0,0 +1,8 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1853.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1853.txt
new file mode 100644
index 0000000000000000000000000000000000000000..50a79a0dbb3b3b0782ea1a02f538e62b361a7ec4
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1853.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1854.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1854.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c70f2969e9622da40cc0119160d6f124ac6dc4ad
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1854.txt
@@ -0,0 +1 @@
+0 0.406960 0.662841 0.654919 0.545780
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1855.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1855.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a328ea86be12303f351495b3722cf05baaa4bd84
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1855.txt
@@ -0,0 +1 @@
+0 0.480325 0.553367 0.232650 0.190733
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1856.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1856.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f12268cbceb4cde4ab0a290ff0f637220c4ebdba
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1856.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1857.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1857.txt
new file mode 100644
index 0000000000000000000000000000000000000000..72d735d2e0596b0046b4b93167067c759a5b840e
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1858.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1858.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0f931ae6e4e2a1600c0ed7535a25ee955d728d9e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1858.txt
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+0 0.622422 0.658770 0.242500 0.330395
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1859.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1859.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5ffcc4d2b2902f910235dc2a08b0387d3fcfd9b9
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1859.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1860.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1860.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cf47658566398554556768651aed70487a4e2d63
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1860.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1862.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1862.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b45c16e2c3e75a0b2c1e31d8e00ce25a33b83877
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1862.txt
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+0 0.512273 0.654938 0.908179 0.471546
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1863.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1863.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ceb8018f3704b6bf7a2cda3daf7ca9c1c56628f4
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1863.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1864.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1864.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e0c4539fe1f7d9d9125a1d221f5928fb5bfdbcb9
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1864.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1865.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1865.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c4d091ca1b615c39c42d17770900302fd4491394
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1865.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1866.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1866.txt
new file mode 100644
index 0000000000000000000000000000000000000000..376aeac8882c6fc720f8bd6f70791fe99bbb58d4
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1866.txt
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+0 0.460615 0.402902 0.403562 0.355120
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1867.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1867.txt
new file mode 100644
index 0000000000000000000000000000000000000000..32736710fc07ec46d61ba905d24589f35320f5ff
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1867.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1868.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1868.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ffc69dcbd523d74d1c380e263d7929b1cf0249d2
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1868.txt
@@ -0,0 +1 @@
+0 0.493287 0.674700 0.968775 0.390267
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1869.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1869.txt
new file mode 100644
index 0000000000000000000000000000000000000000..12e37adbcbe8a1eb2051ac7017a424c2f85916a8
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1869.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_187.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_187.txt
new file mode 100644
index 0000000000000000000000000000000000000000..07397cef964e8f5c79447950d704e2c1f9470681
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1871.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1871.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fe42b9b678a48cfda01c3b48df1952c859aa2baa
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1871.txt
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+0 0.517222 0.641380 0.965556 0.673163
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1872.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1872.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6afa61bba6e42683d18786f0ec4f543bbbb6675a
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1873.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1873.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9389f0635611159dd66bf819e33abefd9bbeca71
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+0 0.563812 0.414023 0.533075 0.445526
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1874.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1874.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2fab9408cfa5b5207a77685c6122afc7245804c8
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1876.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1876.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e1449f9b6313cca1bc80661aa49ac24fed6c28aa
--- /dev/null
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1877.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1877.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e253339c097d56a6bc6e5236cbb91353bce93288
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1877.txt
@@ -0,0 +1 @@
+0 0.500000 0.705953 1.000000 0.418832
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1879.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1879.txt
new file mode 100644
index 0000000000000000000000000000000000000000..628ff2061d30bf3f495219198593b47cec2cd956
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1879.txt
@@ -0,0 +1 @@
+0 0.483039 0.611098 0.758000 0.550429
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_188.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_188.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fbf1c86aaccb2fc3f57feb89ae26ae0aac62a8ec
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_188.txt
@@ -0,0 +1 @@
+0 0.500000 0.721287 1.000000 0.557427
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1880.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1880.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b8a0625a04aeed8d21183330982a0e4ac55e38e5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1880.txt
@@ -0,0 +1,6 @@
+0 0.761017 0.807527 0.301832 0.208671
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1881.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1881.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f7fb351958e0e6079e57ba199bb033bd7598b70d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1881.txt
@@ -0,0 +1,8 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1882.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1882.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2fa2a7e010172d4671a95ec940a08eca0da12d83
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1882.txt
@@ -0,0 +1 @@
+0 0.595680 0.718374 0.684800 0.355905
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1883.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1883.txt
new file mode 100644
index 0000000000000000000000000000000000000000..088b861d07bcbab8fe0f3b1a2e35558b66b0b559
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1883.txt
@@ -0,0 +1 @@
+0 0.525933 0.493342 0.912957 0.662633
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1884.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1884.txt
new file mode 100644
index 0000000000000000000000000000000000000000..38eef8593ac4b02d12c4745b1645bab2f223e5b1
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1884.txt
@@ -0,0 +1,17 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1885.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1885.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a58718cc44bb0d97a425e7428f839459cdeb4693
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1885.txt
@@ -0,0 +1 @@
+0 0.471569 0.513636 0.605394 0.728674
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1887.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1887.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b5d544c4e2de92ee6f9aa67286064cc12e8d8b28
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1887.txt
@@ -0,0 +1 @@
+0 0.493313 0.853859 0.180746 0.181452
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1888.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1888.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ff0f587bcd12f48272d2f3f56638938d629a7fab
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1888.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1889.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1889.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e89db6832e9a3d3e1587a6022b4805751306222d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1889.txt
@@ -0,0 +1 @@
+0 0.608712 0.875056 0.481175 0.162669
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_189.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_189.txt
new file mode 100644
index 0000000000000000000000000000000000000000..265ceadd53b556699a09088c5a5effbd6f3e12c3
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_189.txt
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+0 0.268360 0.859835 0.346560 0.280330
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1890.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1890.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fe9cd513d914914d4fc74483391bf3853485c780
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1890.txt
@@ -0,0 +1,3 @@
+0 0.685667 0.670937 0.318700 0.144725
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1891.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1891.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1936bd65f816efd7369be7b1bd2ecbb41fbae05d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1891.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1892.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1892.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fc1e8af4664f293d7353c37682dd20f6fe995cae
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1892.txt
@@ -0,0 +1 @@
+0 0.332210 0.804715 0.479227 0.173985
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1893.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1893.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d4c2ada9655d71696c461473ddeb5a8c236c67d8
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1893.txt
@@ -0,0 +1 @@
+0 0.573267 0.520212 0.649967 0.800775
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1897.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1897.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cc467e2c3bd1dff9667c2c6acc8a2c29b8018af3
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1897.txt
@@ -0,0 +1,2 @@
+0 0.721813 0.670156 0.477375 0.229467
+0 0.168238 0.469644 0.292675 0.099200
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1898.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1898.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1997746fec3a7ec3f333848fb13c6f0248fe1e7b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1898.txt
@@ -0,0 +1,3 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1899.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1899.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d56b9a788f540d9aa5dd84160dcafe10f9e0b17b
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1899.txt
@@ -0,0 +1 @@
+0 0.442987 0.562578 0.619492 0.380488
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_190.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_190.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4c11b226e73ba74e311ce21fbcbc026e326deed
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@@ -0,0 +1 @@
+0 0.410700 0.412240 0.439492 0.178996
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1900.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1900.txt
new file mode 100644
index 0000000000000000000000000000000000000000..99f18f4718cd36e8e85271ae46a5f376a63411f8
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1900.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1901.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1901.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a642e1d43c05995bc8831f91a299bd7c015a8211
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1901.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1902.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1902.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a563cd4a1a8a37cfd85d43681a2b51128487fd5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1902.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1903.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1903.txt
new file mode 100644
index 0000000000000000000000000000000000000000..85ae4f7621bd00dc02416e5930e0e5bbb8914e6e
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1903.txt
@@ -0,0 +1 @@
+0 0.532943 0.578940 0.740289 0.842120
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1904.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1904.txt
new file mode 100644
index 0000000000000000000000000000000000000000..499c610fc2b0fcf05bf59b16e61324a128dfdc4e
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+0 0.500000 0.482889 1.000000 0.686833
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1905.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1905.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b23561e3fad42278b45f287122530fe8f311aa96
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1906.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1906.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f3d3cb197d75fe56ce54e04b12a5a79d7ec76b49
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@@ -0,0 +1 @@
+0 0.803325 0.312275 0.393350 0.326817
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1907.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1907.txt
new file mode 100644
index 0000000000000000000000000000000000000000..313093ccc6901b51ed01a59de6e5753ae89e01c2
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1907.txt
@@ -0,0 +1 @@
+0 0.529917 0.428560 0.763405 0.344715
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1909.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1909.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6ac8740a2a838fa6cafa9706d7d14ec9107ccbe6
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_191.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_191.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2de887291edcb39f563fa9ca970e95711c436d25
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1910.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1910.txt
new file mode 100644
index 0000000000000000000000000000000000000000..79af19b8333329098aa6ce54952eb4544e617922
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1910.txt
@@ -0,0 +1,9 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1911.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1911.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9ab5e38a7084959703af2f6206c346ade5f76302
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1911.txt
@@ -0,0 +1,7 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1912.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1912.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bc69bb681efb7e708e1ff391d29f863ef0a98484
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1912.txt
@@ -0,0 +1 @@
+0 0.610535 0.755695 0.712610 0.344716
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1913.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1913.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4a7ca84d6bbcecd93e01c13f467f8273b9fca493
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1913.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1914.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1914.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9ecbada4976f5bedd9634f8c63fe4d2862f2d810
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1914.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1915.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1915.txt
new file mode 100644
index 0000000000000000000000000000000000000000..32e4fdea68b4be666e8fe0b0873c68072a0faec4
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1915.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1916.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1916.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f5d6618add96f387c9a761caf3b20f7f763dfd33
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1916.txt
@@ -0,0 +1,3 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1917.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1917.txt
new file mode 100644
index 0000000000000000000000000000000000000000..38100e292ba22447e110d2b38e7d0c7bace9bec3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1917.txt
@@ -0,0 +1,3 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1918.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1918.txt
new file mode 100644
index 0000000000000000000000000000000000000000..828f5eb2ab1e940e3206f81e76f5ffa6fda90a82
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1918.txt
@@ -0,0 +1 @@
+0 0.278780 0.638815 0.557561 0.517077
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_192.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_192.txt
new file mode 100644
index 0000000000000000000000000000000000000000..917f30ffaaf5a30a71c20a61cad3135511dfa93a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_192.txt
@@ -0,0 +1 @@
+0 0.389744 0.500000 0.372879 1.000000
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1920.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1920.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1577b919f71a8a6744a282ddb67e13bccedbd41c
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1920.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1922.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1922.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c15b50970fea55f2e7dc4321d3ab743f54d4f277
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1922.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1923.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1923.txt
new file mode 100644
index 0000000000000000000000000000000000000000..daa73d2f43849fda4a0e6aab76a7df1b632f6350
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1923.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1924.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1924.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eaa56e74a1fbd55b7706b215ea6db5c74b6a586b
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1926.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1926.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ce043e400fde72d61fff88fbba46df77978fec21
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1926.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1927.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1927.txt
new file mode 100644
index 0000000000000000000000000000000000000000..250100e00bd0401fe6a4de0ab15b241cc99798eb
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1928.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1928.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6e6185e33107f936389818465c7c74741676f2a7
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1928.txt
@@ -0,0 +1 @@
+0 0.500000 0.754720 1.000000 0.490560
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1929.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1929.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6832c9e6a1dfcc18d31b5fcb14af7fb5c703c55d
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1930.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1930.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0af598333dc1aa348a8601af81ecdc7dd3f578ec
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1931.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1931.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5eaeb754e237d2134eb290974edca0b052e8b5cf
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1932.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1932.txt
new file mode 100644
index 0000000000000000000000000000000000000000..955f34fa993e649128e5ac54cfb1c4927dcebe22
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1933.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1933.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1935.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1935.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1936.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1936.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1937.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1937.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1939.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1939.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_194.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_194.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1940.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1940.txt
new file mode 100644
index 0000000000000000000000000000000000000000..836367842da54691755b8b8d4824dbc91afedb50
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1940.txt
@@ -0,0 +1 @@
+0 0.359229 0.513834 0.718457 0.860493
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1941.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1941.txt
new file mode 100644
index 0000000000000000000000000000000000000000..027a785eba147c606b1abad9a88d9f23644edb14
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1941.txt
@@ -0,0 +1 @@
+0 0.348662 0.641764 0.697325 0.581463
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1942.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1942.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6da382ba72887722af51cc8d9319859d03e3e685
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1942.txt
@@ -0,0 +1,2 @@
+0 0.578771 0.746857 0.321143 0.196498
+0 0.831357 0.656962 0.073800 0.055696
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1943.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1943.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0360b2a6f26ee63b0969aeb40a06ab3c80e4e434
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1943.txt
@@ -0,0 +1,2 @@
+0 0.471549 0.539686 0.433208 0.400314
+0 0.923494 0.384324 0.117901 0.100535
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1944.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1944.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b8b6dc756e170becd5143e8fb2a1ae67cbfafdb5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1944.txt
@@ -0,0 +1,10 @@
+0 0.912846 0.240877 0.174308 0.123576
+0 0.692532 0.031002 0.171141 0.062005
+0 0.763910 0.135182 0.151000 0.091048
+0 0.822026 0.822995 0.276385 0.276424
+0 0.342942 0.652244 0.352346 0.276424
+0 0.665077 0.478269 0.209564 0.143098
+0 0.431712 0.352244 0.180295 0.144715
+0 0.230372 0.187210 0.213231 0.113827
+0 0.227635 0.054692 0.172962 0.073166
+0 0.566699 0.191276 0.223295 0.131708
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1945.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1945.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7a619e8f7b1ef243ecbddd5f2194f73ed932d099
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1945.txt
@@ -0,0 +1,2 @@
+0 0.279979 0.711250 0.455292 0.237167
+0 0.620437 0.543889 0.487792 0.111111
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1947.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1947.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a681adfd8bc5ae8ec94671521aae034d0ad7b008
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1947.txt
@@ -0,0 +1,4 @@
+0 0.302489 0.522239 0.068153 0.049009
+0 0.453277 0.686961 0.130119 0.145719
+0 0.516498 0.594169 0.064694 0.045093
+0 0.949720 0.478328 0.100561 0.143322
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1948.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1948.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c8e4db0ccf9bd864ac262bd4b3c9ca6337fc04d0
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1948.txt
@@ -0,0 +1 @@
+0 0.590987 0.583367 0.207475 0.163733
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1949.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1949.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0efcf68af938ba930866cece1ba5ccd765ce0c6a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1949.txt
@@ -0,0 +1 @@
+0 0.479753 0.586778 0.595276 0.193741
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_195.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_195.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ef38324832ab7c3e14759a770cafcb400878ff13
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_195.txt
@@ -0,0 +1 @@
+0 0.626320 0.497824 0.747361 0.805844
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1950.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1950.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d6859ef74598fcab3c6a10acdd79d7a5706aee4b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1950.txt
@@ -0,0 +1,3 @@
+0 0.167961 0.936569 0.213219 0.126861
+0 0.662618 0.463376 0.674764 0.292664
+0 0.446652 0.765000 0.311674 0.177226
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1951.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1951.txt
new file mode 100644
index 0000000000000000000000000000000000000000..824c410f03292572209f876cba1c3c6fe57e8484
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1951.txt
@@ -0,0 +1 @@
+0 0.468208 0.495855 0.854026 0.782102
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1953.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1953.txt
new file mode 100644
index 0000000000000000000000000000000000000000..879b80517edd07cc1069036cf9a6f930d2eb2cf7
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1953.txt
@@ -0,0 +1 @@
+0 0.499930 0.439000 0.850609 0.382444
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1954.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1954.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a2e48308ecdc622090052de9de6c3075340190ba
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1954.txt
@@ -0,0 +1,8 @@
+0 0.056517 0.552780 0.084415 0.107682
+0 0.169772 0.327093 0.127373 0.178824
+0 0.245360 0.311649 0.033496 0.030888
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+0 0.924775 0.468501 0.150450 0.269227
+0 0.582708 0.638973 0.556035 0.722053
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1955.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1955.txt
new file mode 100644
index 0000000000000000000000000000000000000000..54a671d9de5e4f34e3131459f43102b870b11b11
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1955.txt
@@ -0,0 +1,13 @@
+0 0.529015 0.351075 0.041343 0.031375
+0 0.559358 0.392572 0.058060 0.034634
+0 0.232761 0.253714 0.095463 0.043126
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+0 0.305336 0.597749 0.229179 0.122195
+0 0.181955 0.497783 0.215522 0.088204
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+0 0.769403 0.556596 0.279313 0.132661
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+0 0.314112 0.371330 0.186015 0.138537
+0 0.427619 0.340299 0.057627 0.024191
+0 0.582455 0.432761 0.082254 0.035277
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1956.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1956.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fb3d761a64f8b6af94242ab2f4c7843da47d4f1b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1956.txt
@@ -0,0 +1,5 @@
+0 0.423513 0.603970 0.318825 0.132434
+0 0.410637 0.475318 0.206525 0.122022
+0 0.636912 0.247341 0.182175 0.044644
+0 0.744387 0.020431 0.143275 0.040861
+0 0.532537 0.790562 0.307375 0.208090
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1957.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1957.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0826d6facb64640b4a5647dca894ffc97e89e275
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1957.txt
@@ -0,0 +1 @@
+0 0.500000 0.733685 1.000000 0.532630
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1958.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1958.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2949692c2a3b4af76d8226d0e97b6ab17e1e43e9
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1958.txt
@@ -0,0 +1,21 @@
+0 0.577092 0.676628 0.130079 0.067541
+0 0.398697 0.377225 0.151500 0.041756
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+0 0.071454 0.539204 0.065197 0.053443
+0 0.643875 0.490129 0.089987 0.035340
+0 0.562855 0.549906 0.160684 0.050117
+0 0.273007 0.664637 0.293829 0.082810
+0 0.155013 0.816089 0.202316 0.088244
+0 0.451296 0.733829 0.166197 0.103489
+0 0.767316 0.796733 0.191000 0.057260
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+0 0.764382 0.978173 0.156026 0.043653
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1959.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1959.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5f6abf09695ed319507b2251b8590d7a8629f2e7
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1959.txt
@@ -0,0 +1,4 @@
+0 0.907483 0.805241 0.185035 0.239025
+0 0.610101 0.879451 0.446313 0.241099
+0 0.467090 0.153401 0.118361 0.142457
+0 0.675615 0.149611 0.094104 0.081025
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_196.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_196.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eca39377c0e9a905ba5eb8ff23d28b454284a739
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_196.txt
@@ -0,0 +1,2 @@
+0 0.579039 0.688069 0.264634 0.287966
+0 0.191045 0.648307 0.382091 0.682937
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1960.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1960.txt
new file mode 100644
index 0000000000000000000000000000000000000000..562c53b2df0f20d1d527590cac3a4cfc1f0c7f4d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1960.txt
@@ -0,0 +1 @@
+0 0.497594 0.515016 0.743947 0.493522
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1961.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1961.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0f971c0a60982a493cecb4f02476a9b2b2f259c5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1961.txt
@@ -0,0 +1,18 @@
+0 0.589925 0.387160 0.068300 0.059175
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+0 0.169187 0.291529 0.145075 0.077816
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1962.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1962.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e5b1c635fa65c71714e0a1f743cfe3e79d6f8c29
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1962.txt
@@ -0,0 +1,8 @@
+0 0.042143 0.618494 0.084287 0.106726
+0 0.036673 0.384423 0.073346 0.079276
+0 0.390420 0.195787 0.062722 0.034134
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+0 0.487575 0.220997 0.052097 0.024680
+0 0.712791 0.205000 0.053955 0.068279
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1963.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1963.txt
new file mode 100644
index 0000000000000000000000000000000000000000..be07d9fdd0c0084142ba270c0a52e125bbc02f28
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1963.txt
@@ -0,0 +1 @@
+0 0.213800 0.890350 0.427600 0.219300
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1964.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1964.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2b9ecbe6e7dbe6bec5760fd08fc6c93dba3d485c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1964.txt
@@ -0,0 +1,2 @@
+0 0.460913 0.592917 0.411391 0.329384
+0 0.758217 0.326377 0.066261 0.048333
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1965.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1965.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c530a1f64a83178f3623f3bbcf4552a802816aaa
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1965.txt
@@ -0,0 +1 @@
+0 0.437143 0.534265 0.316367 0.700812
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1966.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1966.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d7d2f9bcea69400abe62cba6b6c0d215a1cbd6ec
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1966.txt
@@ -0,0 +1 @@
+0 0.522050 0.457992 0.698175 0.292683
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1967.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1967.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5eadd27e3f66f136e5fc296423e2fbfb8dd314db
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1967.txt
@@ -0,0 +1,5 @@
+0 0.942961 0.584919 0.114078 0.056859
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+0 0.147877 0.603164 0.295753 0.359076
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1968.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1968.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e4cc6b3463cba7e90d9cd85cb9ac560568af88dc
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1968.txt
@@ -0,0 +1 @@
+0 0.399771 0.477230 0.670138 0.460186
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1969.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1969.txt
new file mode 100644
index 0000000000000000000000000000000000000000..804ac5ae136da42518c48fa09c2d226309292010
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1969.txt
@@ -0,0 +1 @@
+0 0.520743 0.629256 0.867338 0.692402
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_197.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_197.txt
new file mode 100644
index 0000000000000000000000000000000000000000..097a0db282e0bfda9b7faf3d89f75052024e946d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_197.txt
@@ -0,0 +1,2 @@
+0 0.626721 0.331511 0.441338 0.188795
+0 0.423097 0.724170 0.819442 0.464386
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1970.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1970.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b20016fed182fa22fc9c46e691713293cde592ca
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1970.txt
@@ -0,0 +1 @@
+0 0.586200 0.283964 0.245686 0.487799
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1972.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1972.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a6138b9ebb5baa6f3730a5bbced12c2c2fd5cc44
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1972.txt
@@ -0,0 +1 @@
+0 0.303750 0.583975 0.607500 0.684550
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1973.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1973.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c867344ff8275f1578ec78ee4581be7f3585ea81
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1973.txt
@@ -0,0 +1,4 @@
+0 0.215861 0.555047 0.146369 0.126761
+0 0.672966 0.473075 0.062081 0.040845
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+0 0.647011 0.840094 0.160469 0.151925
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1975.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1975.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ec533b657dfbb7406cb05cea7cd2a44a7bb483ff
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1975.txt
@@ -0,0 +1,12 @@
+0 0.384698 0.437023 0.274571 0.038665
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1976.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1976.txt
new file mode 100644
index 0000000000000000000000000000000000000000..db53d256bd8ce30e18aa9d2ecb60b9e07fddf3d3
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_1976.txt
@@ -0,0 +1 @@
+0 0.458378 0.471651 0.469039 0.485849
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_199.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_199.txt
new file mode 100644
index 0000000000000000000000000000000000000000..413203b6fcc6d28b5b5d583beed8a28fbcc15881
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_199.txt
@@ -0,0 +1 @@
+0 0.472419 0.482421 0.944838 0.609136
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_2.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..09c4741915ef833ee3c9b76569368c8455c958b8
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_2.txt
@@ -0,0 +1,2 @@
+0 0.512636 0.538686 0.059300 0.118571
+0 0.721021 0.805943 0.491329 0.212743
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_200.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_200.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dae3f92654977542eec447c2b693507a35ea2d71
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_200.txt
@@ -0,0 +1,10 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_201.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_201.txt
new file mode 100644
index 0000000000000000000000000000000000000000..965a9b3eca9f8a79791f9c0d0b239b6cb4b6ad06
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_201.txt
@@ -0,0 +1,4 @@
+0 0.745121 0.770707 0.389443 0.240642
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_203.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_203.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e7c7fde749328164fd994d1b70f30bf0be86ccc7
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_203.txt
@@ -0,0 +1,2 @@
+0 0.878087 0.257174 0.243827 0.092216
+0 0.532367 0.635124 0.610427 0.694633
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_204.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_204.txt
new file mode 100644
index 0000000000000000000000000000000000000000..840fc08f2719ddeb5b9dcb1f2b496b85730e675c
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_204.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_205.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_205.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5c9925a6d5611452d4e6a7fbb9d01a987a4cc0fa
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_205.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_206.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_206.txt
new file mode 100644
index 0000000000000000000000000000000000000000..03e9e5277e2d80cb6c46dfa2b6e69117eb2e0d7c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_206.txt
@@ -0,0 +1 @@
+0 0.541820 0.666887 0.838680 0.418049
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_209.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_209.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a437ca1953e0f37dedee29940def6bac7d037b9
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_209.txt
@@ -0,0 +1 @@
+0 0.500000 0.735194 1.000000 0.529613
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_21.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_21.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b1ae9b22a115f16fb43bf0b81b067c9f5bc35855
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_21.txt
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+0 0.623600 0.723839 0.537400 0.493512
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_210.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_210.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3dfc7cb3acc870a229f090cf9cf7f2669f06cf23
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_210.txt
@@ -0,0 +1 @@
+0 0.267528 0.101512 0.195856 0.180217
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_213.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_213.txt
new file mode 100644
index 0000000000000000000000000000000000000000..78e3733521c627e63006eac5ab497b8ff60f0e83
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_213.txt
@@ -0,0 +1 @@
+0 0.627319 0.785905 0.592500 0.232189
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_214.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_214.txt
new file mode 100644
index 0000000000000000000000000000000000000000..57de9a1d37383fa9b29380e54ccbaaf248ec0b7a
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_214.txt
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+0 0.545908 0.328373 0.711183 0.273373
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_216.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_216.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aa67054aecd49fb1233c8f4251ceda6307a70587
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_216.txt
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+0 0.446181 0.383983 0.547312 0.333667
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_217.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_217.txt
new file mode 100644
index 0000000000000000000000000000000000000000..76183a064432c016fbd686c9388be2c492254d6f
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_217.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_219.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_219.txt
new file mode 100644
index 0000000000000000000000000000000000000000..711f08487803cbc022a1bc0bc8ed1c2c9ab9f9fe
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_219.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_22.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_22.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5ea0e4772ebdd63a14a25d4d8fa39883d5c00480
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_22.txt
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+0 0.276834 0.649600 0.553668 0.552615
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_220.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_220.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a9596482296f7f3a1e1cd1d46e5581a96c834027
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+0 0.443383 0.744016 0.886767 0.511968
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_221.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_221.txt
new file mode 100644
index 0000000000000000000000000000000000000000..97c143e6aa538f06d4d63bb307e9f76a519f5d67
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+0 0.603039 0.697171 0.793922 0.605658
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_222.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_222.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b5ebc9120ff5bc572fbacb0ca6782015d55d7a91
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_224.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_224.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ee7a094ecc726f0e0578f8e6cfe983e8ae4dd49f
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_224.txt
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+0 0.477331 0.489771 0.664500 0.517077
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_225.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_225.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d47650db071917f9098741d4b98491067f0dd8e3
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_226.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_226.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3395a617eed29dd7329767d9991928b5ccebd101
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_227.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_227.txt
new file mode 100644
index 0000000000000000000000000000000000000000..75f6bdc298985066ea5029a32fc17ccaba6d7c80
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_228.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_228.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a772221624899f8d2179a43485bfecdf47a27245
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_229.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_229.txt
new file mode 100644
index 0000000000000000000000000000000000000000..96eff48573879c19556b578feb6dbef1fe2e536e
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_23.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_23.txt
new file mode 100644
index 0000000000000000000000000000000000000000..74b3112773f496d39368002c057666a57d4fd728
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_230.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_230.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e3548113705d99a4c52200f582bbb7fb5d76775f
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_232.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_232.txt
new file mode 100644
index 0000000000000000000000000000000000000000..21a0fc46aa7f4b07efa65ac7a1bf3f9988e8ac72
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_234.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_234.txt
new file mode 100644
index 0000000000000000000000000000000000000000..13305c12e25b5cfc6b33df6c023ba1d8330fe5d3
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_235.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_235.txt
new file mode 100644
index 0000000000000000000000000000000000000000..390d85d88033c76c7fc0207b69f6a913715c2074
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_235.txt
@@ -0,0 +1,2 @@
+0 0.659898 0.409330 0.102913 0.077151
+0 0.516134 0.678966 0.339953 0.202011
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_237.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_237.txt
new file mode 100644
index 0000000000000000000000000000000000000000..caac45bd3fa2d0cd75b197ee0ed552a39cec6d71
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_237.txt
@@ -0,0 +1,3 @@
+0 0.627049 0.314438 0.370242 0.075801
+0 0.522948 0.427161 0.226505 0.096055
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_238.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_238.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e9b960cdf8c1f37bcfcb50a842833299d1d1443b
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_238.txt
@@ -0,0 +1,9 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_240.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_240.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ec522517d18f11cb40b341def7a194af4023286c
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_240.txt
@@ -0,0 +1 @@
+0 0.500000 0.564411 1.000000 0.871179
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_241.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_241.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b88b9d3f2f2a8fcafb3161b239c6415d8ee0627d
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_241.txt
@@ -0,0 +1,5 @@
+0 0.955593 0.086000 0.088813 0.068300
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_242.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_242.txt
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index 0000000000000000000000000000000000000000..253e871fbc77027d94e3942c5bf6bc38b0b7aa95
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_242.txt
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+0 0.605375 0.653837 0.234150 0.122925
+0 0.467492 0.483088 0.504717 0.120975
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_244.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_244.txt
new file mode 100644
index 0000000000000000000000000000000000000000..003a0ced384846a16fb299a3a7daee3fda50ea69
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_244.txt
@@ -0,0 +1,2 @@
+0 0.200305 0.438225 0.170930 0.124883
+0 0.653375 0.617733 0.442530 0.269267
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_246.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_246.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a2e0672a83e4168654ae79ee81cce1cdfb78fadf
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_246.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_247.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_247.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4d472fe29154357d516473bb1cea353fd7ebeb0d
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_247.txt
@@ -0,0 +1 @@
+0 0.322263 0.709408 0.644526 0.384829
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_248.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_248.txt
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index 0000000000000000000000000000000000000000..bd36035c88114cfab88374f23b622fcfdf60d341
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_248.txt
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+0 0.452821 0.605000 0.574728 0.463542
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_249.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_249.txt
new file mode 100644
index 0000000000000000000000000000000000000000..926632aee29cfcb25ecc56fcc53b43558ead2dc8
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_249.txt
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+0 0.430100 0.548750 0.381300 0.238625
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_25.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_25.txt
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index 0000000000000000000000000000000000000000..aa9e38a593d849b3ed6276462aee4529d4618623
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@@ -0,0 +1 @@
+0 0.497319 0.473318 0.572736 0.601824
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_250.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_250.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0eb5930f389847cdd32cfd2df2283c77e594d4a9
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+0 0.516618 0.623973 0.417398 0.416259
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_251.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_251.txt
new file mode 100644
index 0000000000000000000000000000000000000000..45f3471ad49ae9a582fff4d2186a6d6263a5e734
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+0 0.500000 0.680258 1.000000 0.639483
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_252.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_252.txt
new file mode 100644
index 0000000000000000000000000000000000000000..246ef1253291e5e42c7e2b867ec5b9dcc4ae9fc4
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+0 0.717488 0.792900 0.565025 0.414200
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_254.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_254.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c2093e6800567f05811ec67a9741947f0b423bb7
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+0 0.364540 0.505330 0.694855 0.365845
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_255.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_255.txt
new file mode 100644
index 0000000000000000000000000000000000000000..edc4d1cd1ba631908910606c51fff4cbad1f8468
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+0 0.500000 0.734932 1.000000 0.530136
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_256.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_256.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d0b4394802a7b178ef73c008671baac29c6a2adc
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+0 0.604369 0.774032 0.652405 0.326846
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_257.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_257.txt
new file mode 100644
index 0000000000000000000000000000000000000000..77213167c43d50d35673ff7dcad72629bb41e988
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+0 0.487548 0.431572 0.657657 0.603250
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_258.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_258.txt
new file mode 100644
index 0000000000000000000000000000000000000000..82f52a6658c34183bbbff0420262cb5360fe34d7
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+0 0.500000 0.660125 1.000000 0.679750
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_259.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_259.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ab384e34cffc4173d60494806b90e8962582c968
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_26.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_26.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8409d9d93081fdbb9c7ac70192088accffb3493c
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+0 0.683590 0.221392 0.356736 0.052973
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_260.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_260.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fa43b78e8b7e8b2a9a3abfce9a388571c4d6b79c
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+0 0.515800 0.721356 0.968400 0.557287
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_261.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_261.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b2888a471bc3b1b29770c0526c61a772634f3bdd
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+0 0.469320 0.649389 0.320125 0.472889
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_262.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_262.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9741ed90a1f1b585f801c0b4c4cfab250bef569c
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+0 0.427208 0.734586 0.803900 0.427516
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_263.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_263.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c41809123070ef489b9a2733337c37870dd30b25
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_265.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_265.txt
new file mode 100644
index 0000000000000000000000000000000000000000..82a07baff3b2c74dcd4501fcdf5a9b867f45f5a5
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_265.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_266.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_266.txt
new file mode 100644
index 0000000000000000000000000000000000000000..da55990e7609341e9c40dcba8a196dcb8b8c7700
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+0 0.478750 0.486374 0.555517 0.172583
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_267.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_267.txt
new file mode 100644
index 0000000000000000000000000000000000000000..21221ad1a00ae4924fc304212b5eb2f09888540a
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_268.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_268.txt
new file mode 100644
index 0000000000000000000000000000000000000000..831d2f99306037473c4a50af86fe77a9c812c481
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_269.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_269.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d1f9a3e41b1485b54303e8c7eec8f1761447e0b5
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+0 0.687967 0.702683 0.416267 0.439033
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_27.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_27.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a3dfecd22377afc5778f802695b7516a2c624813
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_270.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_270.txt
new file mode 100644
index 0000000000000000000000000000000000000000..80412f142859c19a6e1e71cc2f07823b7d8eb965
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_272.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_272.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3801c7810100356e5d50ddaf7f489eba82c6ef25
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_273.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_273.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e91088b999ee34f4ff25f23b856d1e96019fcff9
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_274.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_274.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6e24478d19715a6f6e0fcda7fe6e48fec8d1f7cd
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_275.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_275.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9b6312915861d7a8459c944d9ea3b4a02edcb3da
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_275.txt
@@ -0,0 +1 @@
+0 0.576796 0.806465 0.516558 0.375127
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_276.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_276.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1bfd41614e7566598af07cf51b8da88e9c402e5b
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_277.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_277.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ff6029afc02aefd1e458102543cefd9b5713da96
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_277.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_278.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_278.txt
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index 0000000000000000000000000000000000000000..f804d75e4acceaa5ce5789c153f377837f4081a8
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+0 0.689048 0.736354 0.333381 0.390208
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_279.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_279.txt
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index 0000000000000000000000000000000000000000..533d1ada42573746e124bfc80a5eb3c014bfae2f
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_28.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_28.txt
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index 0000000000000000000000000000000000000000..113fd0d7bf4a0e0682ce2b83e936b6c8cf75ab18
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_280.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_280.txt
new file mode 100644
index 0000000000000000000000000000000000000000..62c78f1e0d40ad47a14e84e524254d88951f92f5
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_280.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_282.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_282.txt
new file mode 100644
index 0000000000000000000000000000000000000000..98978b3a421268dd7c1115f26ee0f4fb748da3d4
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+0 0.616281 0.469167 0.308412 0.077267
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_284.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_284.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_285.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_285.txt
new file mode 100644
index 0000000000000000000000000000000000000000..760747bb3f459c2872b94ce572a75d385f832e42
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_286.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_286.txt
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index 0000000000000000000000000000000000000000..3ce9ae609f2a41b607361ff90457cbaacb81fa96
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_288.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_288.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_289.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_289.txt
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index 0000000000000000000000000000000000000000..4796c9e606a560b88403c8063923ed04961eca89
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_29.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_29.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_290.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_290.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1646bcf8c0ad511a261c3c259d6058a769623817
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_291.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_291.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_292.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_292.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_293.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_293.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_294.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_294.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_298.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_298.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_299.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_299.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_3.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_3.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fce0d5b761217e15140064247b94aa3bb2a423b1
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_30.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_30.txt
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index 0000000000000000000000000000000000000000..da5dc1914a61600eb408973ca71b65e60d377bd3
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_300.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_300.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e02389e988f12933ddd7e8e05344d73bb47c4c2f
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_301.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_301.txt
new file mode 100644
index 0000000000000000000000000000000000000000..47169e39d84fe5cd39c1db04199cf69279928fab
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_305.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_305.txt
new file mode 100644
index 0000000000000000000000000000000000000000..63b5b966cc452487ab1416e2a1fdd6ae2df8e472
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_306.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_306.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8c007236c1cd9813458d1389981bedb562f7039b
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_308.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_308.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_309.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_309.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8e98c57f368292dbed9bc3d6280f2b473dbb98d8
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_309.txt
@@ -0,0 +1 @@
+0 0.490604 0.438528 0.661281 0.539833
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_31.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_31.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5a28a8998442af647f9cab1759c8cc2b02669b21
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_31.txt
@@ -0,0 +1,5 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_310.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_310.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4314b96b9de8635fdee5a240bc2a4090ee1c1840
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_310.txt
@@ -0,0 +1,5 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_311.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_311.txt
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index 0000000000000000000000000000000000000000..20ce9d6e470ef3ed6833311ebc8288e61ba862bd
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_311.txt
@@ -0,0 +1 @@
+0 0.566820 0.375920 0.092745 0.048438
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_312.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_312.txt
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index 0000000000000000000000000000000000000000..2b345a72bdb50ff53ede6378dfdd0d71ad682d12
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_313.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_313.txt
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index 0000000000000000000000000000000000000000..8ceff7a1472e2dcb8a14a61206ab2f5b765941fc
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_314.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_314.txt
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index 0000000000000000000000000000000000000000..1c1affed78d72bb1d20bba9c091533573e6ab306
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_315.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_315.txt
new file mode 100644
index 0000000000000000000000000000000000000000..57e61dc4ff70621311cb73325655eb033a8b8b09
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_315.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_316.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_316.txt
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index 0000000000000000000000000000000000000000..7a1452ec9aecf5eb5cdb1499c0b1a25879414942
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_319.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_319.txt
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index 0000000000000000000000000000000000000000..20ee24acff38a2156a9f9f4d13f2d5b3280feb74
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_32.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_32.txt
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index 0000000000000000000000000000000000000000..e42c03eb0676905178ae88c88dcf8da40abf76e7
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_320.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_320.txt
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index 0000000000000000000000000000000000000000..73b6419f0d7bcf1d1d5691e2f5a7726fc8e17237
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_321.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_321.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_323.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_323.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b892229248d6ccc0fd5210bd9405f1e5cc4031cc
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_324.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_324.txt
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index 0000000000000000000000000000000000000000..3adb5639cb592a325453284e3c0c24a33c674a00
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_325.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_325.txt
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index 0000000000000000000000000000000000000000..382d62076cffc86ee91bd9ce63f33e9c06be119c
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_326.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_326.txt
new file mode 100644
index 0000000000000000000000000000000000000000..40136c30fe846b3663a53a41af2bd92772033159
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_327.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_327.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f380961a62955c148a4b614d12d52c1d69aa7b4a
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_329.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_329.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ac434c53552a41d647ad24bc8cd499f715687fdc
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_33.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_33.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e545ef3f1dbd26303a159befcdf7a1751a994434
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_330.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_330.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5eb5d07cbeb8aa02c286f240d0035b4439727754
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_332.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_332.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_333.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_333.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7b46df7cece8027915fed99c154eaabd433a5c03
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_334.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_334.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_335.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_335.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8185ccb9987d829c7336a51c36f71816e8ae8da4
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_336.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_336.txt
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index 0000000000000000000000000000000000000000..39271a0133045b65fc91fdea67ee24c31e4a0815
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_338.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_338.txt
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index 0000000000000000000000000000000000000000..60cc91c869f473b64ab3932a696defa39efdc014
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_339.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_339.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_34.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_34.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_340.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_340.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_342.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_342.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_343.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_343.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2b885f3ebd5bd6053e8b655418c2b6d160aee2c5
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_344.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_344.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_345.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_345.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ec054913ea3dec4d056d4bfc923d54a20aecd328
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_345.txt
@@ -0,0 +1 @@
+0 0.538287 0.638222 0.158463 0.062074
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_346.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_346.txt
new file mode 100644
index 0000000000000000000000000000000000000000..869588a29dfcc84f41b9d224e867bc30d31e0be6
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_346.txt
@@ -0,0 +1,2 @@
+0 0.076563 0.790611 0.153125 0.126422
+0 0.595656 0.526022 0.808688 0.346533
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_347.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_347.txt
new file mode 100644
index 0000000000000000000000000000000000000000..be8a8ab4b914d9e5acdf658000c95439d9978c40
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_347.txt
@@ -0,0 +1,6 @@
+0 0.419516 0.540380 0.069948 0.074870
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_348.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_348.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eda1fd722cfcb30e4f0fa9bb4c9a664894d1fb19
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_348.txt
@@ -0,0 +1 @@
+0 0.500000 0.707461 1.000000 0.585077
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_349.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_349.txt
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index 0000000000000000000000000000000000000000..67fe15ecfccd54a5dfe00c9482b458a3c26f0659
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_349.txt
@@ -0,0 +1,8 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_35.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_35.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d032baa8406db8caf969ad163112c43a0318b357
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_35.txt
@@ -0,0 +1 @@
+0 0.569709 0.370963 0.436214 0.263425
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_350.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_350.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8785845f8b2627ba3011a379ac2518831a581f28
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_350.txt
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+0 0.342370 0.582700 0.383986 0.104109
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_351.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_351.txt
new file mode 100644
index 0000000000000000000000000000000000000000..76077f55ee1edb20b62eff117c44b8b058906051
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_351.txt
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+0 0.500000 0.661062 1.000000 0.677875
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_352.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_352.txt
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index 0000000000000000000000000000000000000000..cb37e13fc42293be9f495eb61c368bf45c8fba40
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@@ -0,0 +1 @@
+0 0.759114 0.780405 0.481773 0.439190
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_353.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_353.txt
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index 0000000000000000000000000000000000000000..e9e3725be0597ea8e1bfee077e165199ee367dc3
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_353.txt
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+0 0.459967 0.410311 0.086400 0.060978
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_354.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_354.txt
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index 0000000000000000000000000000000000000000..313e64ad9f08ca0a07abcdd992e3dfb12342471f
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+0 0.559402 0.758898 0.881196 0.482203
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_355.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_355.txt
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index 0000000000000000000000000000000000000000..2f716f651f433ba21fff15af83792b4e4a8eb152
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+0 0.423502 0.590365 0.847004 0.500815
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_356.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_356.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d8a0573e6bf3c50afc268e59c9c5682f8fac2755
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_356.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_357.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_357.txt
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index 0000000000000000000000000000000000000000..9da842bfeb257b485cf6c8eca0f911427d8c4ca8
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_358.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_358.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fb24e98a9a85172f6752b800c79fd9fa6551ab29
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+0 0.753160 0.261398 0.163627 0.042464
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_36.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_36.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b5d244a7a8f4516483645646d9b65b69a8acf0a0
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_360.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_360.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c02e22e3bbc1e17da97d639ee4b0ae5bbdcc64e2
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+0 0.474338 0.470410 0.057725 0.049023
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_361.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_361.txt
new file mode 100644
index 0000000000000000000000000000000000000000..284a9a76f5b58b66d66d37ed0312f2d0a867cad0
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+0 0.227270 0.371356 0.390962 0.245901
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_362.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_362.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1759760a39969a9f31e5790424a6d46ed18fece4
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+0 0.547257 0.652134 0.905486 0.383405
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_363.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_363.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cc01d82ef3a338e13eb445fe569678d0469549ce
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_364.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_364.txt
new file mode 100644
index 0000000000000000000000000000000000000000..422a1a5c3f4eeb9632fb39c1f4f3a44dff329651
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_365.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_365.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a766839ef8a0bcaa67f56457d565997577b8b6c9
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+0 0.538750 0.502000 0.922500 0.427644
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_366.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_366.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f6d34bb0f4d10dc003807f092471ae8d229c8d4a
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_367.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_367.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0cb49e7e2991d6dd9f70b0e45c8e1189182d744c
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+0 0.567401 0.440455 0.848865 0.421408
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_368.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_368.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dd645b5b505687f6167785e809c4f02364a24179
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_369.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_369.txt
new file mode 100644
index 0000000000000000000000000000000000000000..69ec766e09e480d4637728c83e074bf8e6ad912f
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_37.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_37.txt
new file mode 100644
index 0000000000000000000000000000000000000000..632183a1612c2a52fe9122db246f98c83b3e2bd7
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+0 0.409970 0.384609 0.349152 0.282911
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_370.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_370.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d8573514456e053bbf17bf69c94a51dce1bfd27d
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+0 0.439317 0.484042 0.440860 0.968083
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_372.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_372.txt
new file mode 100644
index 0000000000000000000000000000000000000000..31d673510ee7c517140e0b8fea931aaa94f7fd57
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_373.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_373.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d2680242482eb895fc5f7d01f19958dd454ce89b
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_374.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_374.txt
new file mode 100644
index 0000000000000000000000000000000000000000..13ac046903d331e0241c622778d95f94cae3ccff
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_375.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_375.txt
new file mode 100644
index 0000000000000000000000000000000000000000..098eb958ee2bfe8f56b0e03ea2fa0b3ac0649c97
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_377.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_377.txt
new file mode 100644
index 0000000000000000000000000000000000000000..db920c4bd617073ae9c5234857a8fa6c706ca849
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_379.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_379.txt
new file mode 100644
index 0000000000000000000000000000000000000000..03b50ba4eb6be81ee85ce7b42ff020fb2c22f221
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_38.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_38.txt
new file mode 100644
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_38.txt
@@ -0,0 +1 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_380.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_380.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0dea812eb731b526d3b7c4745bb38580b88521c7
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_380.txt
@@ -0,0 +1 @@
+0 0.399278 0.614069 0.798557 0.771862
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_381.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_381.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9139d919bc11871516dabbdbae81f2b8d2938913
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_381.txt
@@ -0,0 +1,4 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_383.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_383.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f6fb967a30b3141a72860339ef87de9fd61cecd3
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_383.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_384.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_384.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1e923ddf7faf8d7bef0e920453915a3ad5f83377
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_384.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_385.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_385.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8bda2d36d3881dedc089d094339f6f83d515152a
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_385.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_386.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_386.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d4e43575facf1f8658eade5d1f9941252eaf209f
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_386.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_387.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_387.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f2c7fd5143a150babd2218451307585c0c5262d9
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_387.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_388.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_388.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dd4d112bb9f3a87b5cb55d20549a38421f8b3d06
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_389.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_389.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7b22add05cc084b5496673fa4fe7257e488cc8aa
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_391.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_391.txt
new file mode 100644
index 0000000000000000000000000000000000000000..33d9245e4dd9ef8eba7f9a53fa59023c4dc50fd9
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_392.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_392.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_393.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_393.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d2abf412902dbe5bd7c39cf3867935ae0ece211c
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_394.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_394.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8f8f74e9d2577ca06ccab54ef43b131ed9da60ab
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_395.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_395.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1dd908d565c2423e4e667f77102558576311272f
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_396.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_396.txt
new file mode 100644
index 0000000000000000000000000000000000000000..18d83a47129bd1d3c4fca9f7accc92ef7aaa7d71
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_4.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_4.txt
new file mode 100644
index 0000000000000000000000000000000000000000..101233305f00f43ef1ad914a85e6c1e4515b60fc
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_400.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_400.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d951a816865946fe66aa32a25e91faf47493123c
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_401.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_401.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3a050fa697e79707c8907f98e2cc49131dee5041
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_402.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_402.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_404.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_404.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_405.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_405.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_406.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_406.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_407.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_407.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_408.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_408.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_409.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_409.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c5d5af8349283a458d5a9b564559fca800d7e8b6
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_410.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_410.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5cef717a9dea8d19eaf80c3420fee94677f4e54d
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_411.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_411.txt
new file mode 100644
index 0000000000000000000000000000000000000000..58f6536488640609e71aff825d7902dbbc5ce99c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_411.txt
@@ -0,0 +1 @@
+0 0.544700 0.563833 0.793825 0.619175
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_412.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_412.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b46d4f50028a705972b57f8781d6830891657fa4
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_412.txt
@@ -0,0 +1 @@
+0 0.500000 0.417977 1.000000 0.572397
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_414.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_414.txt
new file mode 100644
index 0000000000000000000000000000000000000000..477ad48e0eca2d002b928685882a31f032b70a9c
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_414.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_415.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_415.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4bf0352e07aabecb18d0a109a7f716467caf2645
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_415.txt
@@ -0,0 +1,5 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_417.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_417.txt
new file mode 100644
index 0000000000000000000000000000000000000000..683ea91b3d49145e7c79f51c374c15ca1c9ee172
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_417.txt
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+0 0.525674 0.814589 0.924757 0.370823
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_418.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_418.txt
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index 0000000000000000000000000000000000000000..6c9e16daaa6f3a8bcc3a1830a0f22485c8e6088e
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_418.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_419.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_419.txt
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index 0000000000000000000000000000000000000000..6a60fc851acf73f8fdfd91b9886eb64f009c2a88
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+0 0.662967 0.676733 0.348733 0.374554
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_42.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_42.txt
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index 0000000000000000000000000000000000000000..da7ae96ab21edfc15f3a95b495786b0d59088c7b
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_421.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_421.txt
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index 0000000000000000000000000000000000000000..f2ae7a438d28a027be41ed33ba87b9db866d5a61
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_422.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_422.txt
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index 0000000000000000000000000000000000000000..fc399ce7bbfdbd21f6be96691527b0a7995174b7
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_424.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_424.txt
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index 0000000000000000000000000000000000000000..0349ed76969abb414c3cc582d315e5ce357fb2b1
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_425.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_425.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_426.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_426.txt
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index 0000000000000000000000000000000000000000..107ee8c6cb4cc190c7cc56af898f15b315a7ff71
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_428.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_428.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_429.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_429.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_43.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_43.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_430.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_430.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_431.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_431.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_434.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_434.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_436.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_436.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_437.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_437.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_44.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_44.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1dea23bb31812dc0befec464f913957b622c299f
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_440.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_440.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f3295bca7f51511d503ca9b8efe677e4dcd64a1c
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_441.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_441.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_442.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_442.txt
new file mode 100644
index 0000000000000000000000000000000000000000..524bf61cb2e598e0e4780d73721bce67ea97f642
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_443.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_443.txt
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index 0000000000000000000000000000000000000000..a4b4f14d36176e6730967076924a0588cb63ee9e
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_444.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_444.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_445.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_445.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_446.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_446.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_447.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_447.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_448.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_448.txt
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index 0000000000000000000000000000000000000000..623a98b31cb2e0216821fc13e97aad409e258044
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_449.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_449.txt
new file mode 100644
index 0000000000000000000000000000000000000000..01e39e312ec590fc942f63c40661707291c01181
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_45.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_45.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f10dd106913f41615a90e0e4eea4ef92d73acb04
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_450.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_450.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d473aeff0285ff5758b173aa784b82421135c823
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_451.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_451.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ddd91abe6bb6281dc398e4627bcad646a2965eb6
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_453.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_453.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9b1506f2ddb4058f1a9ec08c93cd4a7b4d07e66b
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_453.txt
@@ -0,0 +1,21 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_455.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_455.txt
new file mode 100644
index 0000000000000000000000000000000000000000..02730dbecab9c45273657a78196a639b6d61da48
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_455.txt
@@ -0,0 +1 @@
+0 0.521779 0.539375 0.956442 0.211383
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_456.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_456.txt
new file mode 100644
index 0000000000000000000000000000000000000000..887894dce52f56ff60ee01d5715feb2cb4629f91
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_456.txt
@@ -0,0 +1 @@
+0 0.662862 0.539306 0.627877 0.312222
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_458.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_458.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fb3d6d02250b01046009aa1e30dfcf2c09906d59
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_459.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_459.txt
new file mode 100644
index 0000000000000000000000000000000000000000..debc392adca891ed9584ea3786b4c11fe218cdd9
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_459.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_46.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_46.txt
new file mode 100644
index 0000000000000000000000000000000000000000..85c67f7be090e87ff08fe00e455af1eafe7f292b
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_46.txt
@@ -0,0 +1 @@
+0 0.476150 0.617200 0.561750 0.426844
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_461.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_461.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f11135d661fb3ce6a49e24b840e1135851d81795
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+0 0.604133 0.780406 0.226968 0.268394
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_462.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_462.txt
new file mode 100644
index 0000000000000000000000000000000000000000..de75609fba3bee5fe774a39b28439bc58ca9d480
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_462.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_463.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_463.txt
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index 0000000000000000000000000000000000000000..cc58665baa15ace3f003758517f1be59bce9846f
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_463.txt
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+0 0.500000 0.736890 1.000000 0.526220
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_464.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_464.txt
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index 0000000000000000000000000000000000000000..1e00d2bcc2ab0cba30957378bbeeaf446e81e6a2
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_465.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_465.txt
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index 0000000000000000000000000000000000000000..7297118ed9a9455b0d833a595be4c4c3d34a17ef
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_467.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_467.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cf26967ee0f9d0b61a476b2fe5ca5889108fa352
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_468.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_468.txt
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index 0000000000000000000000000000000000000000..a3f864645c53b73a081ef12118987d585596a5c7
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_469.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_469.txt
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index 0000000000000000000000000000000000000000..35e541e0e912f9578c9ed1b9fd143f392ddb0f64
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_47.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_47.txt
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index 0000000000000000000000000000000000000000..2941669da1341d364961df630a4fd5d00b5165d7
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_470.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_470.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_471.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_471.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5ad615d780fd209c466a3d1016939f2d64e7441f
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_472.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_472.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f2c0fa2db465f76ed9fc0eab601129d2cffc161d
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_474.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_474.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b675fc771bf291b3c933ef292991778bc45997c6
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_475.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_475.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_477.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_477.txt
new file mode 100644
index 0000000000000000000000000000000000000000..207696ebd6e69627afa4019d948e996cd2662dd6
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_478.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_478.txt
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index 0000000000000000000000000000000000000000..7ffd295a180b2d1b0807acab4ac6523b4fb845bc
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_48.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_48.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dc14db7157fb384513d4d76d5d2011e86cb4a68b
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_480.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_480.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2257ae79a646f80ccab9f78c90a1f672f72da61b
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_482.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_482.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e8194fa43534473980f62333b30ede5c1d6ebd1d
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_483.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_483.txt
new file mode 100644
index 0000000000000000000000000000000000000000..61c5860d923fa3b96c174de76a6b14c80b32a3c4
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_484.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_484.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7e9e34cff12ba4f58328a5b0b3b1462eab1d663a
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_485.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_485.txt
new file mode 100644
index 0000000000000000000000000000000000000000..95a0fda9c6eea86b9e7fe0ec82f0d12590d4d651
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_486.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_486.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0d77c34800885e84bf2fff7937b031841be53519
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_487.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_487.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b428d701f74b78fc60c6ab24c043093066164deb
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_489.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_489.txt
new file mode 100644
index 0000000000000000000000000000000000000000..631f68e185b06dd636976884fdb2cb330768e740
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_49.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_49.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7110c7a384f5417d98fb50bda88455e2df476772
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_49.txt
@@ -0,0 +1,2 @@
+0 0.188979 0.783850 0.377958 0.318050
+0 0.508471 0.594569 0.318742 0.307437
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_491.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_491.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f40492f6ffc02dfcdbabc229dd13707fc7f38576
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_491.txt
@@ -0,0 +1 @@
+0 0.437181 0.810522 0.874363 0.378956
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_492.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_492.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7209f98656934aff72a764eb4aad513f911df37a
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_492.txt
@@ -0,0 +1 @@
+0 0.457045 0.760573 0.914091 0.478855
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_493.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_493.txt
new file mode 100644
index 0000000000000000000000000000000000000000..27465cab76684a514e545f2001bdbb831ab48fb0
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_493.txt
@@ -0,0 +1 @@
+0 0.580617 0.669584 0.752818 0.534180
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_494.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_494.txt
new file mode 100644
index 0000000000000000000000000000000000000000..84f186327f268ce30a8d364e0cdcd6f167da8f46
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_494.txt
@@ -0,0 +1 @@
+0 0.276693 0.813822 0.553386 0.253188
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_495.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_495.txt
new file mode 100644
index 0000000000000000000000000000000000000000..80a2ecdc536023aa215465c529a05e74f74e5e57
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_495.txt
@@ -0,0 +1 @@
+0 0.468692 0.694704 0.836359 0.373690
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_496.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_496.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3e2477be50c1988b6e8170616994ca65db9e8089
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_496.txt
@@ -0,0 +1 @@
+0 0.306867 0.917875 0.312100 0.129750
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_497.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_497.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3c0efa459ba4bcd79d09dd4486dd95b9e2c2327e
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_497.txt
@@ -0,0 +1,5 @@
+0 0.682205 0.179647 0.086179 0.042027
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_498.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_498.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3858a20184fe5a73fa85cf75d2129879e6f9609f
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_498.txt
@@ -0,0 +1,2 @@
+0 0.825578 0.617488 0.332281 0.049531
+0 0.733539 0.501115 0.152734 0.026362
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_499.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_499.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fb6aa8fcdbe745abc27f2f1257135897dfd137fb
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_499.txt
@@ -0,0 +1 @@
+0 0.541854 0.860233 0.816708 0.238133
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_5.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_5.txt
new file mode 100644
index 0000000000000000000000000000000000000000..89db04babb24551f1f25dc66d70738f9ab6b0cb9
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_5.txt
@@ -0,0 +1,13 @@
+0 0.888468 0.721684 0.223063 0.092013
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_50.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_50.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2918404d2d2d26b49e87a7bc678b893f1e8a8a4b
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_50.txt
@@ -0,0 +1 @@
+0 0.476058 0.839261 0.774662 0.321478
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_500.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_500.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3429441b0a6abc36cc304187a669449ea1516569
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_500.txt
@@ -0,0 +1 @@
+0 0.519621 0.537396 0.892180 0.532764
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_501.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_501.txt
new file mode 100644
index 0000000000000000000000000000000000000000..294b42ce7ba7807e824f7fbebe351542c08a53b9
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_501.txt
@@ -0,0 +1 @@
+0 0.468347 0.492722 0.688823 0.507507
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_503.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_503.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ad110fb0e7b5f49fa5cdcd37491d07d192547ca6
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_503.txt
@@ -0,0 +1 @@
+0 0.514097 0.388979 0.122500 0.070667
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_504.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_504.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4950c320e2c06e909f76b56957f95aa771340680
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_504.txt
@@ -0,0 +1 @@
+0 0.693675 0.770960 0.612650 0.458079
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_506.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_506.txt
new file mode 100644
index 0000000000000000000000000000000000000000..24b3de92f1392fa93d2d88db632817cc11553c74
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_506.txt
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+0 0.499644 0.610729 0.875869 0.778542
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_507.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_507.txt
new file mode 100644
index 0000000000000000000000000000000000000000..088bc37822c6a04d7dc3c09d26db17c485504277
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_507.txt
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+0 0.829883 0.461817 0.340233 0.101233
+0 0.611500 0.622033 0.777000 0.139267
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_508.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_508.txt
new file mode 100644
index 0000000000000000000000000000000000000000..877bfdbfe962cd43575d11af8186152cf10d697e
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_508.txt
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+0 0.279714 0.535271 0.559427 0.461042
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_509.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_509.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b105545610a9e8ca10d7db2bb5119227cb985902
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@@ -0,0 +1 @@
+0 0.514502 0.537019 0.970995 0.925962
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_51.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_51.txt
new file mode 100644
index 0000000000000000000000000000000000000000..443f68911841893f6694737df76b9b9a11fec07e
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_51.txt
@@ -0,0 +1 @@
+0 0.543562 0.864767 0.804875 0.221667
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_510.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_510.txt
new file mode 100644
index 0000000000000000000000000000000000000000..392b0acc67367c25114002d9fa8c7ecb4fe9352d
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+0 0.500991 0.562899 0.767294 0.746036
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_513.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_513.txt
new file mode 100644
index 0000000000000000000000000000000000000000..300c95ebaacb59fa04f2452fa9fe4ec43db4358a
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_514.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_514.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5fb8f9dc1642ebd9cab91fff49ef2a3b28206ab4
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_514.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_515.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_515.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8d2d462eeb34fd9eb336362885bdeb220f8dcb71
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_515.txt
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+0 0.472679 0.742679 0.337776 0.338901
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_516.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_516.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f792adefa8ce18881b0d04972b2016f39834292a
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_518.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_518.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b366478565a22ad31c85ee13214da440cad7b95e
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_519.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_519.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5c5873bf4616f283abac5e6558b455fde4fe5d4a
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+0 0.751076 0.620429 0.497847 0.759143
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_52.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_52.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3576523478726f056bc5ff5ec46466688eefdd6d
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_520.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_520.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a8d9dafeb7eb31f9d8a5dedf121ac13a9b84adc8
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_521.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_521.txt
new file mode 100644
index 0000000000000000000000000000000000000000..240e0c2159b37cb0423b7c312a377ab2b463bf09
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+0 0.626327 0.754525 0.334682 0.174845
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_522.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_522.txt
new file mode 100644
index 0000000000000000000000000000000000000000..74e43c7c161abca6a10dcccc450997edb092b4ad
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_524.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_524.txt
new file mode 100644
index 0000000000000000000000000000000000000000..45399f22aa2046395147cf2d641c586d2d941d45
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_525.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_525.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dfb0a904caf845edde1df8dc975a1ea331ffac2c
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_526.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_526.txt
new file mode 100644
index 0000000000000000000000000000000000000000..40e3421e4ddb3748f925dddf598657a9daab0e5b
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_527.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_527.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9edc9148aaea8045107a2937567ada434efeda49
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_528.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_528.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2ed971612606514345f52d5f8b963da8af5de163
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_529.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_529.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8dc8944c17a24583281158a6585ebcaa5f0f7050
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_529.txt
@@ -0,0 +1 @@
+0 0.636181 0.766751 0.725285 0.380742
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_53.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_53.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a75b15cdd3071dd7a86731161072573d4c26be93
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_53.txt
@@ -0,0 +1 @@
+0 0.526613 0.579732 0.603894 0.507792
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_530.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_530.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d2ac7b6f79b300bc700b9fb98be2d572d830742e
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_530.txt
@@ -0,0 +1 @@
+0 0.521690 0.587124 0.827557 0.560549
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_531.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_531.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2cf349951ae6d8e69427257a39750eb89c0a9d21
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_532.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_532.txt
new file mode 100644
index 0000000000000000000000000000000000000000..51f348ed849a2184441fcc441b9a43cf1ea745a0
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_532.txt
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+0 0.611987 0.505527 0.559360 0.280969
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_534.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_534.txt
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index 0000000000000000000000000000000000000000..1a943a19a897c6b2cef6dddf6af888bccc3781a1
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+0 0.416759 0.596093 0.633518 0.252022
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_535.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_535.txt
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index 0000000000000000000000000000000000000000..3fb5ceedeba717245a3d92ce636e96df945986ce
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_536.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_536.txt
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index 0000000000000000000000000000000000000000..58b39ba484c8ef2f9d2b613ab5cd98ddaeadaae9
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_537.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_537.txt
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index 0000000000000000000000000000000000000000..8dc675f7ad1cc26b68ee9e2b2c85a59e6bd172ba
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_538.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_538.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3560c7efdcd52de490cd10492e1d1d1eaaaa3ab8
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_54.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_54.txt
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index 0000000000000000000000000000000000000000..f5799bd46d57baed270d6f708c4fd221d3011859
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+0 0.500000 0.637352 1.000000 0.366778
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_540.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_540.txt
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index 0000000000000000000000000000000000000000..4b1f8d0b610328d1d5ab4b3cff08af29fafda6c6
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_541.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_541.txt
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index 0000000000000000000000000000000000000000..84f856a67d34f794ab8060dfde70d192731398f7
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_544.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_544.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_546.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_546.txt
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index 0000000000000000000000000000000000000000..860cea8e53e28fae53d640421e8f21adde983521
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_547.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_547.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_549.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_549.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_550.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_550.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_551.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_551.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b945c98bfb471722d1d749cfbb829569da06d37d
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_553.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_553.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b30e314ee97d388c8cba1f653dc149229767a51e
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_554.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_554.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5b72d1bde51fa2804ce15e53082eab39144de08b
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_555.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_555.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b13c36fb81917e5509a6d4ca7efc24334f4ec8fb
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_556.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_556.txt
new file mode 100644
index 0000000000000000000000000000000000000000..50b34ccc3df5dce0d2f8d88602b86175ae367689
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_557.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_557.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_558.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_558.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7e746cd43c6ca4540eafb56934418c26a6d54c80
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_559.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_559.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a2163a188518bcbb6af3e2aaf2e3cbc222d3703f
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_56.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_56.txt
new file mode 100644
index 0000000000000000000000000000000000000000..03bcd6c99321e6bd35147757029dcf4083d39681
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_560.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_560.txt
new file mode 100644
index 0000000000000000000000000000000000000000..871b7e71d78cab45c3327589e76093bae72c6cbc
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_562.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_562.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3a3279dd89832b0d8347d8b93f0daba4607a5b65
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_565.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_565.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e2168883e88d775bd5d82c9e6f6ce89e155ad9e0
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_567.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_567.txt
new file mode 100644
index 0000000000000000000000000000000000000000..36ac4d7ce1dd8474906a37c8f84ef73079a037b2
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_567.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_569.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_569.txt
new file mode 100644
index 0000000000000000000000000000000000000000..01eeee72ce475a0daf66dd8fc3c4fb40f26c6e8e
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_569.txt
@@ -0,0 +1,3 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_57.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_57.txt
new file mode 100644
index 0000000000000000000000000000000000000000..41ef6b1a51cb29d41d3da3d6146f9bf6427af489
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_57.txt
@@ -0,0 +1,4 @@
+0 0.142594 0.525928 0.169826 0.098299
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_570.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_570.txt
new file mode 100644
index 0000000000000000000000000000000000000000..578fcd0c99ebd8533f19ace8ac008587f5473ebf
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_570.txt
@@ -0,0 +1,2 @@
+0 0.629375 0.591200 0.441050 0.258800
+0 0.312975 0.403383 0.146050 0.052700
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_571.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_571.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8e2b6a1ace93847615c7431cca66976829149654
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_571.txt
@@ -0,0 +1 @@
+0 0.652838 0.633824 0.694324 0.732353
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_572.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_572.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ba0fafc0f182164da76cf9d4197a4f000097211a
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_572.txt
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+0 0.480637 0.634212 0.768403 0.545559
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_573.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_573.txt
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index 0000000000000000000000000000000000000000..3f738e0e38c3856df3af2863e54602efa5bccca1
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_573.txt
@@ -0,0 +1 @@
+0 0.597914 0.563697 0.447543 0.216795
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_574.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_574.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cd080aeaf19cd83f087372daaf99d23b330fdee1
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_574.txt
@@ -0,0 +1 @@
+0 0.445078 0.485021 0.890156 0.577542
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_576.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_576.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5ac2f7f479f29bc8970cdb96326e2e51469a7e27
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_576.txt
@@ -0,0 +1 @@
+0 0.500000 0.598768 1.000000 0.802464
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_578.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_578.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e809ed86d1ce54338c248ffa5698baaf8b6aa11c
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_578.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_579.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_579.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0b97d714bd9295093ea8f49351a81e6a3da66d03
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_579.txt
@@ -0,0 +1 @@
+0 0.500000 0.707139 1.000000 0.585722
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_58.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_58.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e0b247738a58d52653339a5025be0c5e292a549e
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_58.txt
@@ -0,0 +1,6 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_580.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_580.txt
new file mode 100644
index 0000000000000000000000000000000000000000..07221e946a8a58a72370c0fdaa43748cca9c835b
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_580.txt
@@ -0,0 +1,14 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_581.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_581.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4a76345393b6ce7b580b3aa85b414904a5ffce0c
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_582.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_582.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9625ea069c4c3a00362ada6a27eea6b67e7979cf
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_582.txt
@@ -0,0 +1,3 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_583.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_583.txt
new file mode 100644
index 0000000000000000000000000000000000000000..556cff891a9888d0682fc2ed87bac52157dde554
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_583.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_585.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_585.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7bc354885032521f9f9ce1e23f2f2cc562e17fb
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_585.txt
@@ -0,0 +1 @@
+0 0.515925 0.648071 0.797510 0.417562
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_587.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_587.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0818b855c636cf2c68934936a3339ef8ebc5300f
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_587.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_588.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_588.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f0471ed8b859c935d9bac060a617c06593ab0417
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_588.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_589.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_589.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fe684f62142b89d743c208e2f3222c0efe03e89c
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@@ -0,0 +1 @@
+0 0.500000 0.735216 1.000000 0.529567
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_59.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_59.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0c20869162dd0e828bc87b567799bb363b2eb566
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_59.txt
@@ -0,0 +1 @@
+0 0.579634 0.725623 0.265998 0.258802
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_590.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_590.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f498f6656138a737c3297df52b1911669a91ae9a
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_591.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_591.txt
new file mode 100644
index 0000000000000000000000000000000000000000..239b7e20e35a90f665b4ea2d3380cdb10a65f156
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_591.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_593.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_593.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2c40a21adf3cb4f11e24c713efbff6706d03de77
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@@ -0,0 +1 @@
+0 0.529289 0.738706 0.658141 0.390246
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_594.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_594.txt
new file mode 100644
index 0000000000000000000000000000000000000000..935dc8d1071830146c1b26108238ea0b75163184
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_595.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_595.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7a6fc27ad66b1a64677fbf39acc4e6d42767ec87
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_597.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_597.txt
new file mode 100644
index 0000000000000000000000000000000000000000..395409ee4f5816654133628150aa9672cd21ae78
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_599.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_599.txt
new file mode 100644
index 0000000000000000000000000000000000000000..387ccd7f25339d8a289fa216e8064ec01ea235c4
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_6.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_6.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cbbb0d38d8e8b55b1a266dcf3324ac7f920cd5ef
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_60.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_60.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aee7c2db6006f6a9b0f6268249004b2e3929db99
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_600.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_600.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f4917042b2ea7f680533a1884f6dd15dec3c6035
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+0 0.665749 0.651702 0.626995 0.517074
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_601.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_601.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1794f74b3e942bdc32cc51bdbd1fb68148b47ad2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_601.txt
@@ -0,0 +1 @@
+0 0.631181 0.789122 0.592500 0.218730
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_603.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_603.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7592ffbbfcb453fce9fc2b2f4851077c6d65aa96
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_603.txt
@@ -0,0 +1,5 @@
+0 0.801415 0.568098 0.397171 0.129854
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_604.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_604.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9aba41f91d3dcb299a7ff4d3284621a39048c344
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_604.txt
@@ -0,0 +1,2 @@
+0 0.349900 0.209500 0.118151 0.026724
+0 0.275100 0.810138 0.117906 0.068690
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_605.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_605.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a0fb44adbc34e7d8a3b676864ee19eb8dedb3b2d
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_605.txt
@@ -0,0 +1 @@
+0 0.498800 0.436233 0.997600 0.210709
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_606.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_606.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c29481cc5e822ca66731a368180f0ef83e025b5b
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_606.txt
@@ -0,0 +1 @@
+0 0.588129 0.659041 0.706823 0.681918
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_607.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_607.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0ee1ab675c8b1a397f6c0b1fc1da649466804ae0
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_607.txt
@@ -0,0 +1,11 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_609.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_609.txt
new file mode 100644
index 0000000000000000000000000000000000000000..289a39531610214577a0dbbe2a5061299d093ca9
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_609.txt
@@ -0,0 +1 @@
+0 0.703356 0.703950 0.363312 0.334233
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_61.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_61.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aa952fb9ba9f52b78755485bb370edd9812a3a14
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_61.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_612.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_612.txt
new file mode 100644
index 0000000000000000000000000000000000000000..363116761e3512642d87b0b03305052116fda555
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_612.txt
@@ -0,0 +1 @@
+0 0.460921 0.645675 0.818986 0.359358
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_613.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_613.txt
new file mode 100644
index 0000000000000000000000000000000000000000..16fd8c978341917f9c6a40e662e2620937b447ae
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_613.txt
@@ -0,0 +1 @@
+0 0.324163 0.289633 0.489249 0.535233
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_614.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_614.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f71fb3b9937b13510b3e25e093b236b613ce1cd2
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_614.txt
@@ -0,0 +1 @@
+0 0.500000 0.751185 1.000000 0.497631
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_615.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_615.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2520285ce359e2ae7a6f91c0c97823a133a50bf5
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_615.txt
@@ -0,0 +1 @@
+0 0.437380 0.521183 0.375240 0.255233
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_616.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_616.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93f20b4be2c6510988b2c70493c738c306d1b909
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_617.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_617.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4e74606b4474554069f99749f7b41896bc85d014
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_617.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_619.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_619.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ff989a74d0f111996086ddd4d3e12d54a3c264ce
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_619.txt
@@ -0,0 +1 @@
+0 0.473292 0.790213 0.463350 0.294036
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_62.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_62.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c5097f5f2e3b6c9481c0395147af1ad1f310130a
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_62.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_621.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_621.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3bead2479a3a8a91f4c71c182639086b623fb295
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_621.txt
@@ -0,0 +1,3 @@
+0 0.601569 0.375178 0.014112 0.107430
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_622.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_622.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b670f7a235115b99d03cc812250ff80d9447291e
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_622.txt
@@ -0,0 +1 @@
+0 0.691371 0.766071 0.617257 0.467857
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_625.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_625.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f06dab25625222b8f09ea3cd15a19fe87c5a37ec
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@@ -0,0 +1 @@
+0 0.456000 0.393633 0.570125 0.318433
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_627.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_627.txt
new file mode 100644
index 0000000000000000000000000000000000000000..39cd84682e981633342368fd7955ea76cf916c2a
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_627.txt
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+0 0.460467 0.608010 0.796933 0.662653
+0 0.877283 0.112806 0.149900 0.159184
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_628.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_628.txt
new file mode 100644
index 0000000000000000000000000000000000000000..974500b9adf9c13d65cf5d6a46b3ff16ec9f5fb8
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_628.txt
@@ -0,0 +1 @@
+0 0.542500 0.672967 0.660975 0.654067
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_629.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_629.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ebacdc9594aa59f3a1e5af5dc371fa8d0efdad2d
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_629.txt
@@ -0,0 +1 @@
+0 0.312985 0.703614 0.408459 0.427810
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_63.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_63.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b3b88d039fb6f012134d749b6243960ed455fe5a
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+0 0.500000 0.530433 1.000000 0.180489
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_631.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_631.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e8f9d3230200c8e4259daabba3e9bd335cf0874a
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_631.txt
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+0 0.321288 0.609344 0.508563 0.539846
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_632.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_632.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4aeb76e1cf50aebb89e5cf6fb498dc79b8f7481b
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_633.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_633.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0b8ee7c7efa33a536e8e02c78641bb74eacddfeb
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_634.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_634.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5867748f96e7be69a49ac68b2b8cbf163346ce1c
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_637.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_637.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0a1baf891eb186343f3047a24821a824bd609e34
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_638.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_638.txt
new file mode 100644
index 0000000000000000000000000000000000000000..65e457524cbd9949e253d248f4ff4762525057a1
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_639.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_639.txt
new file mode 100644
index 0000000000000000000000000000000000000000..48eb2d9c7e56e4cd16dd0fdbcda6bf56c95782c0
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_64.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_64.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e8bc969f71b0f80a6fc75d1022655ed97966a259
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+0 0.412402 0.397062 0.341106 0.279030
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_640.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_640.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7481a4853b4758e3fbef7f854cacd51f1e53f417
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+0 0.379098 0.599829 0.758195 0.605037
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_641.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_641.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d92a661a4e056200bd900c3e8c0d4422ed968f10
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_642.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_642.txt
new file mode 100644
index 0000000000000000000000000000000000000000..104bb8db657d5a6056c7c3590bba0196fe63c8e2
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_642.txt
@@ -0,0 +1 @@
+0 0.514314 0.481029 0.645881 0.630229
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_643.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_643.txt
new file mode 100644
index 0000000000000000000000000000000000000000..febad627592113bc883870c9cb86d1644cc16a7f
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_643.txt
@@ -0,0 +1,6 @@
+0 0.616293 0.356567 0.106864 0.022247
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_645.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_645.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4920052fda320dd286a30a43bf910a5bbe48d52
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_645.txt
@@ -0,0 +1,3 @@
+0 0.318856 0.711102 0.114590 0.100826
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_646.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_646.txt
new file mode 100644
index 0000000000000000000000000000000000000000..769350dbfe57302533f77199b1f59bab5216a095
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_646.txt
@@ -0,0 +1,5 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_647.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_647.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aca82fd2c81e7bdb239358147eaf2e6c4853ab40
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_648.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_648.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fed234efec62a8cc7b378dac450e0e6e74f1e672
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_648.txt
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+0 0.499787 0.438089 0.993275 0.494311
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_649.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_649.txt
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index 0000000000000000000000000000000000000000..db3ac06742d155e4a1400397b28b4fa2e627daaa
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_649.txt
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+0 0.514369 0.330128 0.076882 0.032649
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_650.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_650.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0c97a302eef91f342bf94be79142aef7c3b9ef59
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+0 0.722962 0.390412 0.509275 0.565843
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_651.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_651.txt
new file mode 100644
index 0000000000000000000000000000000000000000..032f1d47e087cbbfd95d2f13fe7fcaf483abe473
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_651.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_652.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_652.txt
new file mode 100644
index 0000000000000000000000000000000000000000..915275510d68fcab7dfbbc588b6e91b74e83bab6
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_653.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_653.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3cb718e059320d1e0ab8562e3528ba7f2fa45fc3
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_655.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_655.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f82cb9beaea97e32cc9d382ed82a365ac5a2b6c1
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_656.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_656.txt
new file mode 100644
index 0000000000000000000000000000000000000000..817de616784197f4085db2ed69e27264db77b315
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_657.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_657.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7a2a0a85ce18a07032bdeb6355d7467d8deb6bb5
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_658.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_658.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_659.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_659.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9fd6a8df947394908435ad5c4d17f5434f480ca5
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_66.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_66.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9aeebdcde3e47ff2c95a9e136f9733aeec0ee5dc
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_660.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_660.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a78db83eda8bdef98c071855b1a050b52efa15cb
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_661.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_661.txt
new file mode 100644
index 0000000000000000000000000000000000000000..45c41686dfda983b0fe86c4c953e98f8fcbd2293
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_662.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_662.txt
new file mode 100644
index 0000000000000000000000000000000000000000..22ce9b8091d20d0f99efc9d2e880e15a2cbb3e86
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_667.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_667.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8665708e0812aa17448809abc12eb4275b47e1a2
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_668.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_668.txt
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index 0000000000000000000000000000000000000000..33f770d35714be1a5c2d53e7c56d65efcadd20e9
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_669.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_669.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_67.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_67.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_670.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_670.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ae288df5bf700debdbca8c331086250c06788899
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_671.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_671.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2222782662773dcb1acdabe149112c22f90650a5
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_672.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_672.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a1f3246f63c66286ecf7aed24e1b74ec2c0a4fa1
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_673.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_673.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_674.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_674.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_675.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_675.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_676.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_676.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_677.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_677.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8cb35201b8be14150b535f020d4fadb6200c434f
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_678.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_678.txt
new file mode 100644
index 0000000000000000000000000000000000000000..62cbef2fd096ae553e63bb122120257e789c2ea5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_678.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_679.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_679.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6aef2fb52bfa705d48587532b7ed02b9d49c0346
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_680.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_680.txt
new file mode 100644
index 0000000000000000000000000000000000000000..177759a7a293cc78fa36c533d16a85029190065f
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_680.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_681.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_681.txt
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index 0000000000000000000000000000000000000000..cbe8aa649a3f874f3cac845cf6a338d8fab73de1
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_682.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_682.txt
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index 0000000000000000000000000000000000000000..009ba09df3f6dff3d11204c43d113028464c1101
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_683.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_683.txt
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index 0000000000000000000000000000000000000000..e5ebe4881829f826a634fde9ef77d965ec234c76
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_684.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_684.txt
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index 0000000000000000000000000000000000000000..538b6ddbfda2a4756321896fadc76d376494ec58
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_685.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_685.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_688.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_688.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_69.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_69.txt
new file mode 100644
index 0000000000000000000000000000000000000000..91d5153d7f0ac934c7794f607fac54b4c2d71d61
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_690.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_690.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_691.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_691.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_692.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_692.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_693.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_693.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d17c3defda77dc9d8453ce0f1ed9b65280f28675
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_694.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_694.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_696.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_696.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_697.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_697.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_698.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_698.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_699.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_699.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_7.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_7.txt
new file mode 100644
index 0000000000000000000000000000000000000000..937c892a5ee08ef4c5882ead80ea40ca1db2a471
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_70.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_70.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a933cba8e1fe95be9ba80a5a19b4457b35b7e97a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_70.txt
@@ -0,0 +1 @@
+0 0.500000 0.505322 1.000000 0.812022
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_700.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_700.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cde3f203f9e1fe3840b35a93a66a8b2b43b239c2
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_700.txt
@@ -0,0 +1,3 @@
+0 0.426227 0.715508 0.124500 0.080370
+0 0.270000 0.679209 0.096200 0.054307
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_701.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_701.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b2f17b8b0256084c5b20009e683525425457f4c5
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_701.txt
@@ -0,0 +1 @@
+0 0.521544 0.467342 0.721538 0.296750
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_703.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_703.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b01fdbceb68d51e2e3ae3c592bd6163f5bc304b7
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_703.txt
@@ -0,0 +1 @@
+0 0.635864 0.722794 0.728272 0.429265
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_708.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_708.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dc1481b78ffb509dedc1c1fb0bdf0cc4aa60b9c9
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_708.txt
@@ -0,0 +1 @@
+0 0.590422 0.557564 0.773902 0.760974
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_709.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_709.txt
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index 0000000000000000000000000000000000000000..eab5d9c46c7a484a51130baa62fffdf336ec5a3e
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_71.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_71.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d8be29c4e8404ed8e9096fd619522a39e7ea05be
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+0 0.572765 0.579542 0.260162 0.258806
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_711.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_711.txt
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index 0000000000000000000000000000000000000000..f3d1d5556393b1dfbf29f343cf495e51f6bdb3be
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@@ -0,0 +1 @@
+0 0.417193 0.662235 0.654386 0.675529
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_712.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_712.txt
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index 0000000000000000000000000000000000000000..8c2b10fd5cfa5cce3b74c07a8f941082d97231ec
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+0 0.526557 0.705781 0.434123 0.223021
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_713.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_713.txt
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index 0000000000000000000000000000000000000000..880fff8dfd76cec51e39cc4aef150e7741f97dfa
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_713.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_714.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_714.txt
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index 0000000000000000000000000000000000000000..93053fef61e154addc0387c1cd6e40b3c55ed5bd
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_714.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_715.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_715.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b8369c297d78ae56334f630ed867faa2939b6834
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+0 0.500125 0.410510 0.467469 0.261979
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_716.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_716.txt
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index 0000000000000000000000000000000000000000..1daab912525ae6caae0c23ef05fdcf2272c9b340
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_717.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_717.txt
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index 0000000000000000000000000000000000000000..99eaca2d3207329199743752319f959bbcd0be0d
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_718.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_718.txt
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index 0000000000000000000000000000000000000000..6308e257178d10c7055b15e3561238918f3d0af7
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_72.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_72.txt
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index 0000000000000000000000000000000000000000..9e7a87cabb45afcc006da80f09b81854bab8309e
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_720.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_720.txt
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index 0000000000000000000000000000000000000000..236a2aba7c5939324890c3168847ba1cc94f72c6
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_721.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_721.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_722.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_722.txt
new file mode 100644
index 0000000000000000000000000000000000000000..de8ccba3d8650fbc5f68bf45ebd4a00b46d175ea
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_725.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_725.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0ea19c6d3e9f035a00bcfdb02a14b423faaadba2
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_726.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_726.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c96100ee0122341439f86179946ad311abe461aa
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_727.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_727.txt
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index 0000000000000000000000000000000000000000..2ccf8df7ab1d6eaff99a011282be906d494fc1fb
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_728.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_728.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ca150e9a26c954b7badc8750163d60b0ec29e3ca
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_729.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_729.txt
new file mode 100644
index 0000000000000000000000000000000000000000..df4532ba63c6545ee6bbb9f1b875559325a0ace9
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_73.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_73.txt
new file mode 100644
index 0000000000000000000000000000000000000000..44a16491a56f13e3b32450614813745a4a6cb781
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_731.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_731.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eea2b1c406ce17ee2a666e1f493b888d661cd764
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_733.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_733.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4ec0becba761eef90104fd5b8414dd5b56b98a14
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+0 0.500000 0.578074 1.000000 0.843851
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_735.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_735.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4a4c169de947d4f2f644244bb460c6b514a63b6d
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_736.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_736.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0879823f5a3b634c965cdfb20a3234156c2df89a
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_737.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_737.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7b67394fc8bbd3fe69a4e0c020dd16ca47bb4bb3
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_738.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_738.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9407fe3fce7293f538044a9d2fb9dbb659b38b7e
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_739.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_739.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dd2ca38bae17260d7a0494a21c2a344d3818fcb6
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_740.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_740.txt
new file mode 100644
index 0000000000000000000000000000000000000000..190e350d2ef4be880c7e0e22bc09cd897d7a86d3
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_741.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_741.txt
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index 0000000000000000000000000000000000000000..af4db05a80191370938a6d19bf93f020ae369bc3
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_743.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_743.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c0c6561b5428cbe10b22bab2721d270621955e89
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_743.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_744.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_744.txt
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index 0000000000000000000000000000000000000000..cb499ac5b6d26c9892adf4217b6f2ca15e1231a4
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_745.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_745.txt
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index 0000000000000000000000000000000000000000..9735a04f913951afb5442aed7c48fd205689f6b7
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_746.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_746.txt
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index 0000000000000000000000000000000000000000..22b1d40453f1c0e10dddc67179c26bdf05caa9a6
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+0 0.321237 0.738030 0.642474 0.401800
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_747.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_747.txt
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index 0000000000000000000000000000000000000000..4e865bdd374d6e806a243641f9583525cf91647a
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_749.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_749.txt
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index 0000000000000000000000000000000000000000..ccf585d8d3f37bf3e279fde26b085050e1faf551
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_75.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_75.txt
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index 0000000000000000000000000000000000000000..54dd92f3b78fea66c7b8e624f4c4ab21bb1cc057
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_750.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_750.txt
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index 0000000000000000000000000000000000000000..870af3237c6fb00dabd32a7ee74a92d490137894
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_751.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_751.txt
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index 0000000000000000000000000000000000000000..528193f80e609d32041f8a6aac4680c52c53a66f
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_753.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_753.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_754.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_754.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_755.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_755.txt
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index 0000000000000000000000000000000000000000..79aaec7760593050c5210a4f306d49a20dfc8e77
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_756.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_756.txt
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index 0000000000000000000000000000000000000000..4c5fe4373785ee7265f33b7c1de6e1347476ce89
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_758.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_758.txt
new file mode 100644
index 0000000000000000000000000000000000000000..951cfbb4f544e0f4c77d7ac1f984cb01f3ec3459
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_759.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_759.txt
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index 0000000000000000000000000000000000000000..06de1c0eac8a1bd218be6fae7262888ea3798fb5
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_76.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_76.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cdc0ad2f5595ea738aa647a811c92ee03262767d
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_760.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_760.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e9d8eaccf5e7045fa273042837ebbff815a98f6c
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_761.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_761.txt
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index 0000000000000000000000000000000000000000..9354dccd2454b1c3d85fee73286756eee3fec7de
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_762.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_762.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_763.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_763.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a34a20b162cc6d8d1ba5a3d31ee96f1ee116a0e5
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_764.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_764.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ea9619755850030a07aa9a9d1f6548fc227a0c96
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_765.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_765.txt
new file mode 100644
index 0000000000000000000000000000000000000000..14578e552c1fa7f1573ba5b088bb8a444e9a75a4
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_767.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_767.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6f51343357983d69f9f5319d966fba2efd518b39
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_769.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_769.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0ec23178636e4dad29c314bdba82cfdcb8ca0512
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_77.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_77.txt
new file mode 100644
index 0000000000000000000000000000000000000000..267c98622f9baad6b3c4da857818fbca955504b8
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_771.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_771.txt
new file mode 100644
index 0000000000000000000000000000000000000000..52f2dd6eff7a30762279dec476e5f17c18bc309d
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_771.txt
@@ -0,0 +1,13 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_772.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_772.txt
new file mode 100644
index 0000000000000000000000000000000000000000..064815544fcbdda6041dcbadf6110d17d83e9b58
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_772.txt
@@ -0,0 +1,3 @@
+0 0.643394 0.814662 0.713212 0.112187
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_774.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_774.txt
new file mode 100644
index 0000000000000000000000000000000000000000..77159649a23d892d96486da674dd8d7c9ca2c8c8
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_774.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_775.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_775.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eead1a6d258609a03d52b505fedb822747efb047
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_775.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_776.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_776.txt
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index 0000000000000000000000000000000000000000..809389a2f88849eb6c27e2c8b6fb812460c3ce9b
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_776.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_777.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_777.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f15cd3fd29769194887be26804c4d37ecca17011
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_777.txt
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+0 0.419833 0.629873 0.618014 0.505350
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_778.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_778.txt
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index 0000000000000000000000000000000000000000..bd186d21e40e6623ca54601684823da0405e847e
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_779.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_779.txt
new file mode 100644
index 0000000000000000000000000000000000000000..51fc48811fa32974d18c35dcb393f7c6aacf8049
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_779.txt
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+0 0.453521 0.471725 0.907042 0.739904
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_78.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_78.txt
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index 0000000000000000000000000000000000000000..6c34870ad17baa0e1b36c0376587d4df78fad7d2
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_780.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_780.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e9f2c71190836de2d1ea9e703deceb71c0e692e5
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_782.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_782.txt
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index 0000000000000000000000000000000000000000..3989f2b1c66073410565a53171efb14e9f18dc54
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_783.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_783.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ed329522a2197e65a5a0b2a8355a2ff1c00ad519
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_784.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_784.txt
new file mode 100644
index 0000000000000000000000000000000000000000..92a749f08d1b32a9a3132c4693a0711cd20903cd
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_785.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_785.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c2b3bd721f2ba8f48eb6384b866b207264e77c7f
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_786.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_786.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f670b20a725c2909fb4c297fe2a6118cc9bccda7
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+0 0.487517 0.596443 0.576831 0.552829
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_787.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_787.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c16d23d673a6fe13e7205802df17e3a323cb2f5e
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_788.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_788.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f6aeb8387ab7a0db4312a9199e4595f5cd16bfa4
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+0 0.529706 0.579930 0.721538 0.634140
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_789.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_789.txt
new file mode 100644
index 0000000000000000000000000000000000000000..51f53cd545ff728528d5b505081d29eb8a86a755
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+0 0.557231 0.835308 0.197041 0.136628
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_79.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_79.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9f1aa032d26c1f4f22de25d12668192ceff80ceb
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+0 0.500000 0.468011 1.000000 0.842289
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_790.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_790.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ebd1502c9bc11da5e85abd74bd60bcb4b109f97a
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+0 0.650508 0.723057 0.511224 0.423457
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_791.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_791.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eee5f21c72216a7ac699aa2a4c529c2997b637e7
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_792.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_792.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fbb53501f9e05a6985e402d5b8d121d392b24cfe
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+0 0.341934 0.491813 0.423594 0.401784
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_793.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_793.txt
new file mode 100644
index 0000000000000000000000000000000000000000..79e10f80b741ef70954b4fc3c424dd4cceb98817
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_794.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_794.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3f002a6be35861391d95fa105b6615ebde89dfba
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_794.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_795.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_795.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f8751fb5f016550e60c7b91ebe5664b9d7b1db0e
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_797.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_797.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b01e84a2f9259631b19f658c0bc8bc237b332b64
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+0 0.485166 0.495966 0.568407 0.378529
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_798.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_798.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d382a591fd6468a184a37459d045f63fcc596368
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_799.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_799.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1e75bc90926b705920e7e378087323aa84296739
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_80.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_80.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e0de637cdf99737ed65eaf0ebe8e0db545e3c6b6
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+0 0.478467 0.491173 0.549633 0.163950
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_800.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_800.txt
new file mode 100644
index 0000000000000000000000000000000000000000..555bea9430c9b9f02d89cdbed23873a34c980698
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_801.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_801.txt
new file mode 100644
index 0000000000000000000000000000000000000000..58db346f981b4db34c9472e8ca2d21eb3f9e1af1
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_802.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_802.txt
new file mode 100644
index 0000000000000000000000000000000000000000..036653cfde7bcef1df89a57000d6298b13454005
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_802.txt
@@ -0,0 +1,14 @@
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+0 0.388608 0.250954 0.027959 0.006855
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_803.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_803.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1c469e3e14b0c6eebd01807241275584a2d0b5e9
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_803.txt
@@ -0,0 +1,2 @@
+0 0.371960 0.583604 0.149120 0.074346
+0 0.631600 0.676290 0.193320 0.111025
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_804.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_804.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cc96e45c194efdb462c645a162082f4a1f896b11
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_804.txt
@@ -0,0 +1 @@
+0 0.501300 0.682111 0.370425 0.319778
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_808.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_808.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9312cbec3e7a3ae1c853e559853b66b714f3c492
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_808.txt
@@ -0,0 +1 @@
+0 0.500000 0.654823 1.000000 0.690354
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_809.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_809.txt
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index 0000000000000000000000000000000000000000..064d61799eb4d5574be2538965ec02a6f117ce45
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_809.txt
@@ -0,0 +1 @@
+0 0.444474 0.719437 0.129779 0.096775
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_81.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_81.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0927a0444700ed1f9bc8dd032cf0cabfdea652e9
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_81.txt
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+0 0.478831 0.610148 0.501740 0.417886
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_811.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_811.txt
new file mode 100644
index 0000000000000000000000000000000000000000..35e97e9b203118cd428ee2cedecfbab40be72d21
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_811.txt
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+0 0.500000 0.521675 1.000000 0.474800
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_812.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_812.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aceae7ee98c4baba44f4226ce5a9592a83a94f4b
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_812.txt
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+0 0.365836 0.836357 0.254950 0.271163
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_813.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_813.txt
new file mode 100644
index 0000000000000000000000000000000000000000..be637122990d9141c8e9ed96629c30268613479e
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_813.txt
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+0 0.312012 0.845104 0.444175 0.309793
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_814.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_814.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c2af12e1bfb5e0f9666c6f74f7f206c7f066dbb8
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_815.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_815.txt
new file mode 100644
index 0000000000000000000000000000000000000000..95e3666eaeef4847daec5cca192445c8665f63a8
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_815.txt
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+0 0.854375 0.464129 0.291250 0.128472
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_817.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_817.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b30bdc7b5fac116e5308a86dce5642cc7e9feb38
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_818.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_818.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bb2e9265a9b5a564d48ba6bbab919f69d266a0e6
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+0 0.560234 0.500000 0.839800 1.000000
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_819.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_819.txt
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index 0000000000000000000000000000000000000000..a8f7e89902e5b5d90a755203ef7f55e143a524ce
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_82.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_82.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4cb2d639840d9f21f1b2ada9eb25daa66b6b4e3
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+0 0.459232 0.680274 0.918464 0.468279
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_820.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_820.txt
new file mode 100644
index 0000000000000000000000000000000000000000..28de2d97b7ff58b80d085b50df3b085561493371
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_822.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_822.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4714bf9b4fc478a814e31bad5ac7f1a1b9561de0
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+0 0.514838 0.508467 0.339425 0.502867
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_823.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_823.txt
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index 0000000000000000000000000000000000000000..497e58b5080e2a046a2f0e368beb590854363a84
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+0 0.486727 0.641245 0.379818 0.174807
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_824.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_824.txt
new file mode 100644
index 0000000000000000000000000000000000000000..345ea3a805c6caaf0bdb1e98ccf6b3133e4d589c
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+0 0.574944 0.265899 0.241190 0.275056
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_825.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_825.txt
new file mode 100644
index 0000000000000000000000000000000000000000..735523fafc4f36f9d394026a8a294ee254468c3f
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+0 0.425263 0.734415 0.850525 0.482382
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_826.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_826.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3facb4bfb2cf7d9ca16f8a7ba3c2f8541a7be549
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_827.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_827.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0003722e1e08a9b6c4c4471270588c9d185382d3
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+0 0.472621 0.534274 0.625177 0.370726
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_828.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_828.txt
new file mode 100644
index 0000000000000000000000000000000000000000..852b886b915cee156797c1398123a599d87a4cab
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_829.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_829.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d3cb0f777b591a24504230465103e2c3533f635a
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_83.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_83.txt
new file mode 100644
index 0000000000000000000000000000000000000000..daa8cc3632317046a91f17e7ec0da5d9161b765d
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_830.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_830.txt
new file mode 100644
index 0000000000000000000000000000000000000000..420bade91b3a39b889a4f32249e4a3174fbb9251
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_831.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_831.txt
new file mode 100644
index 0000000000000000000000000000000000000000..67fc805488847a897b5f127b949de74163daa3de
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_832.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_832.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dd4295b8089a428873bfaf3a9f5eca225e5a32a0
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+0 0.424298 0.593230 0.848596 0.491910
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_833.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_833.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ac3d1ee787fdfe7a8b9840415c2d3b007ff2dd23
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_835.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_835.txt
new file mode 100644
index 0000000000000000000000000000000000000000..226b25059ebe1ff619280f9984e8c103b6c28856
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+0 0.496750 0.508333 0.783000 0.893333
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_836.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_836.txt
new file mode 100644
index 0000000000000000000000000000000000000000..edaa51079f109f9753447bf786b7105037137ddc
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_837.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_837.txt
new file mode 100644
index 0000000000000000000000000000000000000000..17eb1bfe167bc77b595e21499186cbee18ef42fe
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_838.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_838.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bf1b26b8e34417a315d423b4a887e3817b3bc6b1
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_839.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_839.txt
new file mode 100644
index 0000000000000000000000000000000000000000..50b1c9a2134aa25bc99e8a5aaa1bf46bd74a761f
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_84.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_84.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e777637b92786838bb9f621714d1f34516931858
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_840.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_840.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d461022ad427128629e7d928e9f2b313c4ae6358
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_840.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_843.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_843.txt
new file mode 100644
index 0000000000000000000000000000000000000000..927c27c61c030bbc4233e9a6d2be452dec093221
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_843.txt
@@ -0,0 +1,2 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_844.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_844.txt
new file mode 100644
index 0000000000000000000000000000000000000000..64d5fa40f754c1f6ca121db61c10ba7227b240d3
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_845.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_845.txt
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index 0000000000000000000000000000000000000000..0faca73a7fc0387cc197f554d94b674ddd2c9ebc
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_845.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_847.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_847.txt
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index 0000000000000000000000000000000000000000..05bc0cbb0a49a4ce2bb332453e5cfccd59cca874
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_848.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_848.txt
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index 0000000000000000000000000000000000000000..f6e2c244ae9bd3caf1a6aa4b11a1aa1a817bca1e
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_849.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_849.txt
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index 0000000000000000000000000000000000000000..64b6193e945647c1caa18dfff081b203156dd483
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_850.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_850.txt
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index 0000000000000000000000000000000000000000..727f962bf7e467039764c06e41854c3792d479f2
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_852.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_852.txt
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index 0000000000000000000000000000000000000000..61bbd974c87567ea26700b66df45a5edfd3febf8
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_853.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_853.txt
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index 0000000000000000000000000000000000000000..3fa89deaf0726f529a25b95af8f0c12271422e2c
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index 0000000000000000000000000000000000000000..446e05982aeb023a9b29b401be7f7a5f1ad05743
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_855.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_855.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_857.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_857.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c784a3d3b8e6fb8bc2e0f2d24c1a7ece0574020b
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_858.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_858.txt
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index 0000000000000000000000000000000000000000..389eec645350ec9949e166d35fe528a4affa1043
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_859.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_859.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8992fdb2e039222843ffb9b901f3206bb4f1bbda
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_86.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_86.txt
new file mode 100644
index 0000000000000000000000000000000000000000..767aa8116758f45687561e9e3fa0e4bf0764e380
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_860.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_860.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_861.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_861.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_862.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_862.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7ca4482ecd70c4a831e4e89e517ed31a5f38cd28
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_863.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_863.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dbd2e7e2767c1f9fcaf55fc05f2a8f7217b7d67e
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_865.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_865.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7ac2d889309ac19fe70f1bfdc8577a59ff62e6fa
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_867.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_867.txt
new file mode 100644
index 0000000000000000000000000000000000000000..567ad9b74c34e8fb65716b266040569885679d92
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_868.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_868.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0c3035ad4e509d598d553f31b6ba0375d51d1041
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_869.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_869.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_87.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_87.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_870.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_870.txt
new file mode 100644
index 0000000000000000000000000000000000000000..51db9b2b54c850adc2c3257dcd6764ce18773ae0
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_871.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_871.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9fe6e1d872525932611dc497421743987ee0a4ba
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_872.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_872.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ae988527bc925aebc100602c9df1a30e9ce1f835
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_872.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_873.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_873.txt
new file mode 100644
index 0000000000000000000000000000000000000000..19f3afd53d17a6d2209e7b6a1046e3fdad0c7a83
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_873.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_874.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_874.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e5e9cbff9ac5c9222982bacba0fe6cd590d36eff
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_874.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_875.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_875.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7a6a3497dd6263ada850f1fe566afd3d81122351
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_875.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_876.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_876.txt
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index 0000000000000000000000000000000000000000..17cdfd5a677c0abb4320248d3b6ac23699c38c8a
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_878.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_878.txt
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index 0000000000000000000000000000000000000000..7a650d07fd02364522d94fb965ae8aeebd8aabdc
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_879.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_879.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1108ec472e9ee9ab5e2a0b624dea252332488721
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_88.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_88.txt
new file mode 100644
index 0000000000000000000000000000000000000000..067a26880497bbf97926e6d9b2d6dac359acfb11
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_881.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_881.txt
new file mode 100644
index 0000000000000000000000000000000000000000..660ee001abc7d9fd75248673ff87f71d8637005d
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_882.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_882.txt
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index 0000000000000000000000000000000000000000..6bb24d2b3beb25696310d17c59a589f270f8338a
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_883.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_883.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_884.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_884.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_885.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_885.txt
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index 0000000000000000000000000000000000000000..e736941cc52b81d73cd71955afb55889a3d11da1
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_886.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_886.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_887.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_887.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8bf2ba91a8e2c92c3f5c4c10addd642983a6609b
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_888.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_888.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_889.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_889.txt
new file mode 100644
index 0000000000000000000000000000000000000000..69c3ed452c448059ce00da16ed235fa2deba0b22
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_89.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_89.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1f8933873a0b774ffe117b9d6adeefdfad99d299
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_890.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_890.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_892.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_892.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_893.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_893.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1914868440867c287342e354bb8bfd4581cb0824
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_894.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_894.txt
new file mode 100644
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_895.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_895.txt
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index 0000000000000000000000000000000000000000..511239f9fd7b31a7b7d49907d6a1e348b4e7085d
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_895.txt
@@ -0,0 +1 @@
+0 0.689560 0.730625 0.311357 0.378833
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_896.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_896.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0db218f5c018ba909d13ede4798048fcc7b178b0
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_896.txt
@@ -0,0 +1 @@
+0 0.462710 0.680629 0.143020 0.131437
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_897.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_897.txt
new file mode 100644
index 0000000000000000000000000000000000000000..771c8bdce3fa9926978adf9050d86453605d9aac
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_897.txt
@@ -0,0 +1,19 @@
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+0 0.520686 0.500384 0.068320 0.072581
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_898.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_898.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8ad88cb32260d4c007d94a17185c992e76b11caf
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_898.txt
@@ -0,0 +1,5 @@
+0 0.022621 0.619647 0.045242 0.049683
+0 0.083973 0.513872 0.130336 0.014371
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+0 0.203445 0.576933 0.095578 0.037250
+0 0.288113 0.770447 0.576227 0.371610
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_899.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_899.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0fe3e1839cfde5e246f8017fc60e578084e8397a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_899.txt
@@ -0,0 +1,2 @@
+0 0.159545 0.639805 0.319089 0.271220
+0 0.592260 0.240780 0.728455 0.378537
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_90.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_90.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cf2269ef43df0b6ea6d37cc59a41e7583ee86832
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_90.txt
@@ -0,0 +1,4 @@
+0 0.347569 0.366539 0.238819 0.127376
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_900.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_900.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3e24e43733a7c2d7608495d5848cd5806bd3ab3c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_900.txt
@@ -0,0 +1,2 @@
+0 0.489398 0.544014 0.860922 0.422652
+0 0.463625 0.131416 0.118438 0.085556
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_901.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_901.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1bc84f9972d0d8737670d79583179384dc173daf
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_901.txt
@@ -0,0 +1 @@
+0 0.530043 0.679306 0.416750 0.598072
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_903.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_903.txt
new file mode 100644
index 0000000000000000000000000000000000000000..beb6ab493e1297a8c942ee3c038640471f0087a5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_903.txt
@@ -0,0 +1,4 @@
+0 0.591331 0.597892 0.231137 0.085483
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_904.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_904.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f44e0b9bf4c6316ac4463d2c0b5690abfb9e8711
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_904.txt
@@ -0,0 +1 @@
+0 0.689292 0.363944 0.365847 0.551222
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_905.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_905.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2b155a89c7fea0373e4762104db1ab4511ec461e
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_905.txt
@@ -0,0 +1,4 @@
+0 0.305851 0.518801 0.156292 0.187738
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_906.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_906.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3c4418c59843a3bb80fef505a2121ac52d2a7331
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_906.txt
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+0 0.488464 0.740740 0.798814 0.289422
+0 0.931698 0.472563 0.136604 0.067726
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_908.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_908.txt
new file mode 100644
index 0000000000000000000000000000000000000000..162b63cb2c9e861ab8638e554fd694d68a6dcafd
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_908.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_909.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_909.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b80a09dd534573d52dca7248ea2377e4b1055c98
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_909.txt
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+0 0.512062 0.674558 0.677850 0.419117
+0 0.629369 0.466942 0.323162 0.084017
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_91.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_91.txt
new file mode 100644
index 0000000000000000000000000000000000000000..22ab935e9b2791e6d559f3939ae62182c1888b43
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_91.txt
@@ -0,0 +1 @@
+0 0.499107 0.455648 0.998213 0.688407
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_910.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_910.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1d2c01923da4903bebffe3c744454e063736ffef
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_910.txt
@@ -0,0 +1 @@
+0 0.544109 0.437474 0.827823 0.452588
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_911.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_911.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3f9c3f09b71b91698ace143ea2260af3ae25041a
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_911.txt
@@ -0,0 +1,7 @@
+0 0.801025 0.803214 0.073217 0.025401
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_912.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_912.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7c6e237ab7e5bb06343848ceb17067f8f15111fb
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_912.txt
@@ -0,0 +1 @@
+0 0.435797 0.500000 0.445270 1.000000
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_913.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_913.txt
new file mode 100644
index 0000000000000000000000000000000000000000..727991b1d60d8f966cfe5b8a0e0e0e52f2d917eb
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_913.txt
@@ -0,0 +1,2 @@
+0 0.926508 0.961768 0.146983 0.076465
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_914.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_914.txt
new file mode 100644
index 0000000000000000000000000000000000000000..60377f2563d1c8e556cb5149f8ecf12967c19168
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_914.txt
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+0 0.754740 0.455343 0.351688 0.345532
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_915.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_915.txt
new file mode 100644
index 0000000000000000000000000000000000000000..075e793ca7f0528f1ad14ee816f742c89d1ad4bb
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_915.txt
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+0 0.614800 0.612583 0.660000 0.558278
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_916.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_916.txt
new file mode 100644
index 0000000000000000000000000000000000000000..077c1c52f40ec15b42de99517f3dd9e2a599f62e
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_916.txt
@@ -0,0 +1 @@
+0 0.596169 0.706143 0.807662 0.587714
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_917.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_917.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4c6733ce3f91721c745e7d1ac4dc5ef10d6f990a
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_917.txt
@@ -0,0 +1,3 @@
+0 0.681860 0.304026 0.241789 0.156289
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_918.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_918.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e9103326bd52a525a82d80342b1d0b8500b08efa
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_918.txt
@@ -0,0 +1 @@
+0 0.572665 0.582017 0.418870 0.107054
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_92.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_92.txt
new file mode 100644
index 0000000000000000000000000000000000000000..67627392b65bc637b380799d54a4957f0485ee0a
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_92.txt
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+0 0.446650 0.565722 0.259150 0.250689
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_920.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_920.txt
new file mode 100644
index 0000000000000000000000000000000000000000..97cd38362e480b2b028353660778068f95f78ad7
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_920.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_921.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_921.txt
new file mode 100644
index 0000000000000000000000000000000000000000..815c6b1d54b6f79cd29e5e0ba9f9268489c1b9b6
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_921.txt
@@ -0,0 +1 @@
+0 0.581717 0.667995 0.532967 0.664010
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_922.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_922.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e157d8f4ec1ed1770823ac0fdcec9ec1575ffc44
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_922.txt
@@ -0,0 +1,2 @@
+0 0.376806 0.679251 0.413511 0.641499
+0 0.735475 0.149013 0.332352 0.298027
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_923.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_923.txt
new file mode 100644
index 0000000000000000000000000000000000000000..426200e737fc052c0f6638fd2f06ab40a79768b0
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_923.txt
@@ -0,0 +1 @@
+0 0.510607 0.761344 0.454738 0.292652
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_924.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_924.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f63658790f36051e24ebf27445e9257fe79a391a
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_924.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_925.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_925.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bfbdf36edfed8d4840f49abc0dc368b83e38c215
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_925.txt
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+0 0.408776 0.625425 0.817552 0.749150
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_926.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_926.txt
new file mode 100644
index 0000000000000000000000000000000000000000..181af84fea5f068ee1ed55f8b02208a870f82871
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_926.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_927.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_927.txt
new file mode 100644
index 0000000000000000000000000000000000000000..092753bddfa2f3967d390fc0d0dcf90c836e1fbe
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_927.txt
@@ -0,0 +1 @@
+0 0.481891 0.473540 0.895993 0.782124
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_928.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_928.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ee765e7b39a013edc2aed6e5c73061f0f07a325c
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@@ -0,0 +1,5 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_929.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_929.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fb77263a499c631fba5bc78078feb79b648aca20
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_929.txt
@@ -0,0 +1,3 @@
+0 0.762000 0.531100 0.385077 0.114800
+0 0.497369 0.678363 0.334123 0.209825
+0 0.853346 0.450187 0.293308 0.148675
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_93.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_93.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7fd505e2a6926d98d65aa451950ecf8a2ac056a7
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_93.txt
@@ -0,0 +1,2 @@
+0 0.470417 0.582095 0.201214 0.253397
+0 0.471036 0.326825 0.054357 0.021651
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_930.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_930.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0fa2b3c392ff60a591e32efe19e058c9eaf28c8e
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_930.txt
@@ -0,0 +1 @@
+0 0.591144 0.721658 0.817712 0.556685
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_931.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_931.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f37d3ed1a540300b11ebb8881f6ab8d6ac4a7a80
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_931.txt
@@ -0,0 +1,20 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_932.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_932.txt
new file mode 100644
index 0000000000000000000000000000000000000000..25818f35ebc7705207358546a20aef589a703d6a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_932.txt
@@ -0,0 +1,7 @@
+0 0.205026 0.572244 0.292872 0.175968
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_933.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_933.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ae5cc0f4d3b5fba373b4b0b312bb339176536cda
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_933.txt
@@ -0,0 +1,4 @@
+0 0.517507 0.701366 0.710629 0.219060
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_934.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_934.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2e312591e96e80e1946ae9027248346267417602
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_934.txt
@@ -0,0 +1 @@
+0 0.589383 0.409925 0.473700 0.430905
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_935.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_935.txt
new file mode 100644
index 0000000000000000000000000000000000000000..32d1123bc7565b5eb7f666398ae0fd5bef7a0c3e
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_935.txt
@@ -0,0 +1 @@
+0 0.572350 0.515113 0.649100 0.833175
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_936.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_936.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c66acf0b95ebf8615f84072eb80b70d3f8eb2240
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_936.txt
@@ -0,0 +1 @@
+0 0.366750 0.500000 0.733500 1.000000
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_937.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_937.txt
new file mode 100644
index 0000000000000000000000000000000000000000..927f1b0ffbb447641f57a1e5847ee1ef0b5f5cd2
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_937.txt
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+0 0.691672 0.112969 0.118510 0.063479
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_939.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_939.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eb07451efa7aae196d5e71805f54c598c97bb9db
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_939.txt
@@ -0,0 +1 @@
+0 0.567279 0.377417 0.089036 0.052819
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_94.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_94.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8f50f3598e61fb5ad07ff28ef39e4705d7e9f50e
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_94.txt
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+0 0.500000 0.668148 1.000000 0.417563
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_940.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_940.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6dd40a4483d729f5f7e556a3b0c42317e47115e6
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+0 0.519826 0.737138 0.400413 0.169377
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_942.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_942.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0da4e9828c9a6ee9f4e6a5ca3d21cfbb6a71a599
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_942.txt
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+0 0.515906 0.593817 0.092011 0.090967
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_944.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_944.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5985429ed753a561d92164a0c5140264abae7910
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_944.txt
@@ -0,0 +1 @@
+0 0.302724 0.697818 0.393653 0.402435
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_946.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_946.txt
new file mode 100644
index 0000000000000000000000000000000000000000..531d64417f0a05a2e482bfd38bcbb54215af0362
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_946.txt
@@ -0,0 +1 @@
+0 0.455867 0.485819 0.911734 0.214639
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_947.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_947.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0d70c888ecb874b92bc33db8b1268aa4e8bbd2ad
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_947.txt
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+0 0.744439 0.681316 0.327966 0.169375
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_948.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_948.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e5bbe6bb2c97e78df9da416061ac9346b36bb409
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@@ -0,0 +1 @@
+0 0.344799 0.736639 0.689599 0.230241
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_949.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_949.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f71be82b7bba912a214776da1e6e229bed642390
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_949.txt
@@ -0,0 +1 @@
+0 0.568029 0.553406 0.488029 0.549586
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_95.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_95.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e4504f01d9b75c0b9af382b9e92e304a271cad26
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+0 0.482656 0.445361 0.756740 0.579926
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_952.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_952.txt
new file mode 100644
index 0000000000000000000000000000000000000000..375dc96a07632f67075316a819297cbbf242174a
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_953.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_953.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d4fab2ac27948b204fd1763015d02f674018fccf
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+0 0.548438 0.565111 0.344516 0.143639
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_954.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_954.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a93185b8d88659d0174d6647b5afb628e87f71d9
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_955.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_955.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b60cec983b4eb90ef645d5922b5b60b5739bf2e6
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_956.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_956.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7f15e2b713fc82e9f20ac7dca3ee1bb0c59bf986
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_957.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_957.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ab22838089fc38095df12fef924c93d59a38e057
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+0 0.445914 0.708577 0.555734 0.582846
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_96.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_96.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3d2bc8ffc2cadce2d9839b81a04999bb8eb30623
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+0 0.602615 0.655389 0.444146 0.689222
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_960.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_960.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5646dbe725058d5e13a13d34f62612eec1bee5e2
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_960.txt
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+0 0.549650 0.740881 0.176033 0.111426
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_961.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_961.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ecfb9839da14c39f962d16a13e4db2262f9a2ed1
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_962.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_962.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c07a3af8ffbe5c8ef8826fd14b6c16cc59f14435
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_963.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_963.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b376c9e4f67e5fd386b3af4ac2e3a860cf691074
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_964.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_964.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5e94b32cadb5c5dd402841940d17ab0a20fb9601
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_965.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_965.txt
new file mode 100644
index 0000000000000000000000000000000000000000..76b666db2ddfc8ed5b30a9bcd03763d5ca9452f2
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+++ b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_965.txt
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+0 0.515864 0.628066 0.414268 0.377331
diff --git a/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_966.txt b/data/chatbot_service/data/pothole_training/yolov8/train/labels/pothole_966.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1e2a9dd424467fa1775f286a18fad5d478369d59
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+0 0.844257 0.363567 0.154501 0.054400
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_112.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_112.txt
new file mode 100644
index 0000000000000000000000000000000000000000..94a9e728a2990aab38bc14096f2cfd2070ded139
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_112.txt
@@ -0,0 +1,7 @@
+0 0.049032 0.395266 0.098065 0.058337
+0 0.494760 0.846201 0.284221 0.307598
+0 0.643870 0.657829 0.237013 0.288684
+0 0.958987 0.947656 0.082026 0.104688
+0 0.969065 0.625381 0.061870 0.069931
+0 0.954156 0.537760 0.091688 0.085312
+0 0.049182 0.495785 0.098364 0.054573
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1122.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1122.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c3a56e39e4bbea9716e5753a4944f18ed7c81828
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1122.txt
@@ -0,0 +1,3 @@
+0 0.468110 0.361033 0.047505 0.030400
+0 0.304855 0.952117 0.171989 0.095767
+0 0.479114 0.579500 0.267812 0.274733
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1125.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1125.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fbe9ea6652be3f84a02bf2f6d855a57468bf860b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1125.txt
@@ -0,0 +1 @@
+0 0.591833 0.670317 0.697667 0.659367
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1126.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1126.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a0a87118c15a2a37677043fe64e2a683097227b1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1126.txt
@@ -0,0 +1,2 @@
+0 0.508225 0.144150 0.205800 0.065300
+0 0.509637 0.555200 0.357375 0.242267
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1129.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1129.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dddd4ed5c5a38682a788af707f7c4e026103420f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1129.txt
@@ -0,0 +1 @@
+0 0.496650 0.518288 0.343100 0.246925
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_113.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_113.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a605f77bbc4b239c96072f89376f1ea33c3ce49d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_113.txt
@@ -0,0 +1,2 @@
+0 0.449225 0.495063 0.290537 0.261185
+0 0.832350 0.363914 0.105385 0.102944
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1137.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1137.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5c702b8518b5d441e834b02f54c16dc6ac318b56
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1137.txt
@@ -0,0 +1,2 @@
+0 0.071413 0.497400 0.142825 0.114750
+0 0.489937 0.479225 0.506825 0.288800
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1143.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1143.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d00203eb40e24f07735a517b51b2b03fc65a5015
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1143.txt
@@ -0,0 +1,10 @@
+0 0.437909 0.046650 0.124933 0.022967
+0 0.404088 0.810900 0.802922 0.298333
+0 0.373324 0.565150 0.541448 0.131967
+0 0.254893 0.467600 0.150751 0.036333
+0 0.327949 0.398767 0.309196 0.089867
+0 0.494839 0.295483 0.424531 0.082233
+0 0.505603 0.207567 0.363003 0.089800
+0 0.480228 0.126717 0.364531 0.048767
+0 0.482078 0.074100 0.304799 0.032000
+0 0.465067 0.025483 0.074692 0.015300
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1145.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1145.txt
new file mode 100644
index 0000000000000000000000000000000000000000..89db7cb0320b5377770b2ba23aec2871f5b0dd4a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1145.txt
@@ -0,0 +1 @@
+0 0.508937 0.508138 0.354325 0.131375
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1156.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1156.txt
new file mode 100644
index 0000000000000000000000000000000000000000..73d21d3e6fe3334deb995ee34c356a3fe9094707
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1156.txt
@@ -0,0 +1 @@
+0 0.617313 0.772500 0.401875 0.405111
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1159.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1159.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fe33620ce21552b81fcaa4a2d5171f66ad407ed2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1159.txt
@@ -0,0 +1,2 @@
+0 0.608333 0.718750 0.252247 0.219633
+0 0.893024 0.482850 0.205637 0.108967
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1166.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1166.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6ec19e5d10ae661720bd5bf0e2b61a22f913d7b6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1166.txt
@@ -0,0 +1,6 @@
+0 0.539115 0.683000 0.120813 0.030867
+0 0.278541 0.898200 0.319665 0.112133
+0 0.391220 0.801583 0.093445 0.041567
+0 0.543445 0.750983 0.127751 0.043967
+0 0.399091 0.694533 0.073158 0.026733
+0 0.502333 0.638083 0.064187 0.029033
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1169.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1169.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f8e3318351b62a3a431c28c2fd50164165612e84
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1169.txt
@@ -0,0 +1 @@
+0 0.516750 0.613938 0.398500 0.602875
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1170.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1170.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e38bae11ca4276f9e144e11795788e2ab8372160
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1170.txt
@@ -0,0 +1,2 @@
+0 0.224012 0.776850 0.258575 0.199850
+0 0.561975 0.467675 0.303750 0.201000
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1172.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1172.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bd0c14ed874075b58dc2a656f70e2f9763332e0c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1172.txt
@@ -0,0 +1 @@
+0 0.531075 0.533375 0.663350 0.933250
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1177.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1177.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aa9af5d529fcc8fba6b2cefbf096fc69d0ce6ee2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1177.txt
@@ -0,0 +1 @@
+0 0.364981 0.712717 0.487654 0.414433
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1179.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1179.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d1f839dda1cd2dba955d83f9cae240875aa8f526
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1179.txt
@@ -0,0 +1 @@
+0 0.450887 0.459550 0.314375 0.150400
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_118.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_118.txt
new file mode 100644
index 0000000000000000000000000000000000000000..151176509129212d56e1ac1d920847802d76a498
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_118.txt
@@ -0,0 +1 @@
+0 0.515319 0.392104 0.124222 0.067750
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1184.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1184.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f2967bb32275590b013371d16d4199de0d3ad216
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1184.txt
@@ -0,0 +1 @@
+0 0.519062 0.549800 0.297575 0.247150
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1187.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1187.txt
new file mode 100644
index 0000000000000000000000000000000000000000..78e83095decbbe7db56293e0763e92f7cf3f2974
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1187.txt
@@ -0,0 +1,2 @@
+0 0.533200 0.645650 0.356100 0.401800
+0 0.493875 0.398750 0.236000 0.196600
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1194.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1194.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d2d1bf0c7fa1f2b2896cab5ef2f66b28381d60f6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1194.txt
@@ -0,0 +1 @@
+0 0.367375 0.424450 0.381100 0.224050
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_12.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_12.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a1908195a4a4061f53e4b7c7a1da8a78d72752b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_12.txt
@@ -0,0 +1,2 @@
+0 0.586000 0.454733 0.366444 0.119199
+0 0.320611 0.209481 0.087000 0.031780
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_120.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_120.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0754743b0826cebedd78f4dbf65b3b427b50b5a4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_120.txt
@@ -0,0 +1 @@
+0 0.526719 0.608481 0.946562 0.783038
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1203.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1203.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ee926a0bd1527306d49c417817ae5ba251d02c8d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1203.txt
@@ -0,0 +1,3 @@
+0 0.161961 0.942350 0.206392 0.115300
+0 0.451637 0.767300 0.312059 0.175200
+0 0.664794 0.488050 0.670412 0.388433
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1204.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1204.txt
new file mode 100644
index 0000000000000000000000000000000000000000..75d84e049c0ed84c34b3f396fcebc273aabd529e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1204.txt
@@ -0,0 +1 @@
+0 0.500000 0.444183 1.000000 0.233033
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1209.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1209.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b1dbe1cf7bccf17a0bfc9e6b484f29b8a6b4be5c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1209.txt
@@ -0,0 +1,2 @@
+0 0.595589 0.343217 0.700378 0.167833
+0 0.431244 0.614117 0.343022 0.147767
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1220.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1220.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c7d5a8b3c792394a18b8df1a1c9db6c332e4d99d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1220.txt
@@ -0,0 +1,2 @@
+0 0.671325 0.604812 0.311700 0.138525
+0 0.361262 0.404488 0.286225 0.198075
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1228.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1228.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8fa5d88a240e93bb38ec7b765a02b8f5612550fd
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1228.txt
@@ -0,0 +1,10 @@
+0 0.659034 0.481800 0.203171 0.141467
+0 0.818293 0.819183 0.309343 0.279700
+0 0.350159 0.653333 0.374315 0.266667
+0 0.436276 0.363417 0.162720 0.121967
+0 0.232580 0.191783 0.209099 0.117433
+0 0.561163 0.195183 0.223077 0.117433
+0 0.914522 0.235817 0.170957 0.099367
+0 0.770891 0.131933 0.188762 0.090333
+0 0.686679 0.029267 0.162702 0.058533
+0 0.231304 0.055717 0.165872 0.080167
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_123.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_123.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b1e48f7260f7e057e37baa0aededa48588a52846
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_123.txt
@@ -0,0 +1 @@
+0 0.384595 0.677763 0.769190 0.644474
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1234.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1234.txt
new file mode 100644
index 0000000000000000000000000000000000000000..56f399007a1cd6039bc7ae69193ce79f5c784031
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1234.txt
@@ -0,0 +1 @@
+0 0.515113 0.417387 0.212275 0.190725
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1241.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1241.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dce0d0016ee57073ade1da0d939c121036046528
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1241.txt
@@ -0,0 +1,6 @@
+0 0.255039 0.878800 0.472126 0.242400
+0 0.576457 0.657233 0.554803 0.144533
+0 0.475394 0.432033 0.086430 0.025867
+0 0.501024 0.387717 0.064829 0.017233
+0 0.587467 0.455933 0.174724 0.053333
+0 0.701693 0.390467 0.069790 0.024333
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1253.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1253.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dd9beb399ba2a4357c0e79ea7124f21341be8513
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1253.txt
@@ -0,0 +1 @@
+0 0.507487 0.422925 0.231525 0.189700
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1255.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1255.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b1853d79bd2fd666957fbbb3a35ef6b739cc6509
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1255.txt
@@ -0,0 +1,2 @@
+0 0.473612 0.512450 0.947225 0.497033
+0 0.313337 0.195433 0.616625 0.079133
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1257.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1257.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f3f7ec846a249bffb34137605941cec00d04cf14
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1257.txt
@@ -0,0 +1 @@
+0 0.348888 0.471225 0.574725 0.263050
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1261.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1261.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3ed9eed5311bfb7391000dbd1b6c544e0a4544ae
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1261.txt
@@ -0,0 +1 @@
+0 0.365544 0.611650 0.533756 0.358500
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1280.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1280.txt
new file mode 100644
index 0000000000000000000000000000000000000000..102145f659397f3a998da653236ea0f2cc3f97bf
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1280.txt
@@ -0,0 +1 @@
+0 0.590125 0.607812 0.582800 0.376475
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1284.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1284.txt
new file mode 100644
index 0000000000000000000000000000000000000000..451b636c23c1b127c0b12565ff9f4fb24822ce65
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1284.txt
@@ -0,0 +1,18 @@
+0 0.450369 0.366283 0.112978 0.038767
+0 0.630219 0.354183 0.161967 0.053300
+0 0.536421 0.317550 0.069727 0.030700
+0 0.645219 0.305700 0.063115 0.028533
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+0 0.689126 0.285267 0.108579 0.027467
+0 0.646066 0.258300 0.101749 0.025800
+0 0.709986 0.219417 0.073852 0.024300
+0 0.786749 0.215850 0.055191 0.020167
+0 0.624317 0.224817 0.063770 0.014967
+0 0.509085 0.235467 0.064344 0.019067
+0 0.654221 0.829400 0.235765 0.171333
+0 0.080997 0.761167 0.132814 0.098467
+0 0.649467 0.495633 0.204617 0.085267
+0 0.756872 0.394067 0.174126 0.052733
+0 0.443757 0.412050 0.123579 0.044167
+0 0.332541 0.372483 0.054699 0.026367
+0 0.391680 0.333700 0.093579 0.036067
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1285.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1285.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dc0457a50eee1fdd7fbb935fa6e789ba9a571c01
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1285.txt
@@ -0,0 +1,3 @@
+0 0.446313 0.429800 0.070275 0.033600
+0 0.194812 0.364567 0.057675 0.016800
+0 0.717325 0.609850 0.377800 0.163433
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1289.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1289.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e3589e5e833f98f72c882cda8fc2ef3d2b4f8ba2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1289.txt
@@ -0,0 +1 @@
+0 0.516200 0.477656 0.541667 0.201599
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_129.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_129.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7d5e20cc57c290a4ca9582569a5a6f998871b790
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_129.txt
@@ -0,0 +1,11 @@
+0 0.445525 0.685583 0.127850 0.072900
+0 0.676775 0.790333 0.039550 0.039533
+0 0.732713 0.750950 0.070375 0.064367
+0 0.296237 0.673033 0.051175 0.050400
+0 0.110463 0.677283 0.076175 0.038767
+0 0.097375 0.649750 0.062800 0.017833
+0 0.199713 0.623800 0.091875 0.037200
+0 0.853187 0.627617 0.058725 0.032633
+0 0.640538 0.614167 0.088325 0.057933
+0 0.904938 0.862833 0.190125 0.274333
+0 0.242987 0.868500 0.427025 0.263000
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1292.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1292.txt
new file mode 100644
index 0000000000000000000000000000000000000000..94af2dd50d3a07d25ea380320499122ea553e20b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1292.txt
@@ -0,0 +1 @@
+0 0.675322 0.705550 0.419800 0.458367
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1293.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1293.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f4de345135c3f755a6b34b840f754e2360e78f86
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1293.txt
@@ -0,0 +1,2 @@
+0 0.473350 0.161975 0.422767 0.156300
+0 0.460000 0.690638 0.713067 0.497725
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1296.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1296.txt
new file mode 100644
index 0000000000000000000000000000000000000000..63e54a990f9bc15992dca28f7f32d45135ff8469
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1296.txt
@@ -0,0 +1 @@
+0 0.677206 0.640417 0.645588 0.719167
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1299.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1299.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5915d6e3304b4945433d5a6b1809baa766233875
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1299.txt
@@ -0,0 +1 @@
+0 0.444288 0.633083 0.577325 0.362700
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_13.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_13.txt
new file mode 100644
index 0000000000000000000000000000000000000000..540d0c6f0139e8e5c88566fa5b4a01cd498b243f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_13.txt
@@ -0,0 +1,5 @@
+0 0.814594 0.325271 0.360292 0.148875
+0 0.415932 0.186188 0.249552 0.041458
+0 0.184339 0.548458 0.205990 0.069222
+0 0.492656 0.734424 0.575875 0.488097
+0 0.733125 0.231958 0.109438 0.035000
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1301.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1301.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6f716703a78471edb6b4385631ea45f0678c5f6b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1301.txt
@@ -0,0 +1 @@
+0 0.469463 0.453450 0.707825 0.300400
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1302.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1302.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cafed08ee4b34557f9b01452317553a240a8a0e3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1302.txt
@@ -0,0 +1 @@
+0 0.398563 0.567937 0.423125 0.252325
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1304.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1304.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2bf072beb392846d2544a3bc08f80b990b8f5c6f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1304.txt
@@ -0,0 +1 @@
+0 0.455425 0.500500 0.522150 0.999000
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1313.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1313.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8aaaa09bcec209dbd2128a89893ebd714e494b91
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1313.txt
@@ -0,0 +1,5 @@
+0 0.451454 0.847983 0.523396 0.304033
+0 0.496811 0.438650 0.169156 0.070633
+0 0.570919 0.390233 0.058649 0.040933
+0 0.493152 0.341850 0.085366 0.033500
+0 0.461726 0.560933 0.258161 0.144200
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1327.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1327.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4ca45f38255055bee4568d5726004d2cff8a2b87
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1327.txt
@@ -0,0 +1 @@
+0 0.639345 0.784233 0.721311 0.407267
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1336.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1336.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5e2f78cdd6bcff44602cee0cca920e9d5650c7b6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1336.txt
@@ -0,0 +1 @@
+0 0.455644 0.792283 0.443556 0.376700
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1348.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1348.txt
new file mode 100644
index 0000000000000000000000000000000000000000..76967011bdfb84ff35ada81d35629e2914cb7aa4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1348.txt
@@ -0,0 +1,4 @@
+0 0.468880 0.436350 0.189290 0.065500
+0 0.871486 0.270933 0.120177 0.019200
+0 0.696098 0.386117 0.194545 0.084700
+0 0.500000 0.777733 1.000000 0.444533
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1349.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1349.txt
new file mode 100644
index 0000000000000000000000000000000000000000..64ef7f59a97f32cd51d9b24d94541a51ee1ff440
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1349.txt
@@ -0,0 +1 @@
+0 0.516667 0.684217 0.323689 0.154700
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1351.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1351.txt
new file mode 100644
index 0000000000000000000000000000000000000000..40395a33feb06aecbcccc2f67795e0a44aef726f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1351.txt
@@ -0,0 +1,2 @@
+0 0.920263 0.773475 0.159475 0.263100
+0 0.452738 0.538125 0.183525 0.185250
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1352.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1352.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8ba001994a906e0535185c5da0e7ae03f4ca2d92
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1352.txt
@@ -0,0 +1 @@
+0 0.468226 0.514567 0.904798 0.916800
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1365.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1365.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d5689e8228bf37a9fc808f6739eec5dc698d9361
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1365.txt
@@ -0,0 +1 @@
+0 0.511150 0.531262 0.244300 0.396725
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1369.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1369.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6c1cee28355dfcbd27183b92d416cf7c5aa38cb6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1369.txt
@@ -0,0 +1,2 @@
+0 0.456825 0.548462 0.459000 0.249325
+0 0.887750 0.150787 0.224500 0.105825
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1385.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1385.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c7b9e3bd45c24d70a9651cbbaeadbd7f81431fc4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1385.txt
@@ -0,0 +1 @@
+0 0.634567 0.835867 0.674911 0.328267
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1388.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1388.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5e696d2c684affc3e6b897ef1b5ec40aecd0dc88
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1388.txt
@@ -0,0 +1 @@
+0 0.499762 0.551150 0.340775 0.129000
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1389.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1389.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5946fb2e47099db962f5683c4224d7bdcdfa52f9
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1389.txt
@@ -0,0 +1,2 @@
+0 0.914401 0.418617 0.171199 0.077433
+0 0.520655 0.700900 0.427790 0.211867
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1390.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1390.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cc288c55484ccde2e166d2ef40f13e1eb6e77a58
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1390.txt
@@ -0,0 +1,3 @@
+0 0.444475 0.861912 0.145100 0.126325
+0 0.490000 0.365337 0.230650 0.164975
+0 0.359075 0.395288 0.087600 0.061725
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1392.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1392.txt
new file mode 100644
index 0000000000000000000000000000000000000000..428ea93cc1bea70c807436ba8ea753e1c52197ce
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1392.txt
@@ -0,0 +1 @@
+0 0.465388 0.526650 0.337975 0.358600
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1393.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1393.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3f4780646b913d2ead26766338836a1d12fa0957
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1393.txt
@@ -0,0 +1 @@
+0 0.492337 0.553612 0.336675 0.208975
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1395.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1395.txt
new file mode 100644
index 0000000000000000000000000000000000000000..af19656dcf7161a4552558c33c678e0b787804a6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1395.txt
@@ -0,0 +1,8 @@
+0 0.575933 0.256683 0.202161 0.153700
+0 0.831228 0.066417 0.261670 0.127900
+0 0.425756 0.070717 0.279411 0.119300
+0 0.184047 0.027033 0.173595 0.054067
+0 0.302859 0.404167 0.241945 0.122800
+0 0.048939 0.112117 0.097878 0.098900
+0 0.695344 0.599300 0.429155 0.300933
+0 0.148418 0.791550 0.296837 0.291633
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_14.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_14.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e28ec6678ca904367c40c8f307522f98cf00ed51
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_14.txt
@@ -0,0 +1 @@
+0 0.566046 0.524058 0.427041 0.273140
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1400.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1400.txt
new file mode 100644
index 0000000000000000000000000000000000000000..98f3ac6848ee00950095c90dcb84f3cd601fc5c0
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1400.txt
@@ -0,0 +1 @@
+0 0.506417 0.635200 0.711820 0.543333
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1402.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1402.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fd75393ceadfe78344cd7d08d0e40878f982a49d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1402.txt
@@ -0,0 +1,3 @@
+0 0.495607 0.853050 0.116561 0.072767
+0 0.322224 0.692283 0.104187 0.067967
+0 0.321346 0.588167 0.048598 0.044267
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1404.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1404.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e4b64018876180ac3e05336ef70cb36684d23dd6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1404.txt
@@ -0,0 +1 @@
+0 0.508888 0.434538 0.335925 0.240975
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_141.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_141.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0d98c6ffc31b10d5d4270fd755fb820912f09db1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_141.txt
@@ -0,0 +1,3 @@
+0 0.503098 0.601980 0.296374 0.264254
+0 0.168398 0.216259 0.260146 0.100049
+0 0.793325 0.353472 0.357935 0.165721
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1412.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1412.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c5c5edc71c576d516a0602a50bb9d40b5b1f5676
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1412.txt
@@ -0,0 +1 @@
+0 0.477975 0.397363 0.129000 0.080625
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1418.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1418.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a31d3bbda177ea3317430f7628e440bb6fef4edc
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1418.txt
@@ -0,0 +1,5 @@
+0 0.501537 0.712867 0.566725 0.459200
+0 0.183850 0.545100 0.182300 0.077400
+0 0.816875 0.316300 0.366250 0.132733
+0 0.732000 0.229000 0.105900 0.036067
+0 0.411725 0.181217 0.213650 0.039767
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_142.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_142.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dd119724be70b3999d890bd24e2fd3974cc7d7a3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_142.txt
@@ -0,0 +1,2 @@
+0 0.437156 0.607640 0.447275 0.300685
+0 0.281055 0.391991 0.160234 0.087006
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1420.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1420.txt
new file mode 100644
index 0000000000000000000000000000000000000000..11489607e45b80d3cb7245a0802ddfb4337236ee
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1420.txt
@@ -0,0 +1 @@
+0 0.613897 0.580917 0.725567 0.657567
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1422.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1422.txt
new file mode 100644
index 0000000000000000000000000000000000000000..957d70fba13a9f908582c352ec148960b9a152f1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1422.txt
@@ -0,0 +1 @@
+0 0.458454 0.644183 0.384718 0.236833
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1427.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1427.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ed0506a556cb72f036c4f4713f8b3d57efb5cb7e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1427.txt
@@ -0,0 +1 @@
+0 0.692138 0.697100 0.353125 0.339267
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1434.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1434.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f3c1743a7e85547f52272d5678886800b93dc6b4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1434.txt
@@ -0,0 +1,3 @@
+0 0.466356 0.759017 0.308756 0.199767
+0 0.509244 0.400217 0.311289 0.129767
+0 0.375578 0.217783 0.040622 0.018633
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1437.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1437.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0ca0ddbf229011fc458849e28d0decb159e565d7
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1437.txt
@@ -0,0 +1,6 @@
+0 0.579322 0.411350 0.070156 0.130167
+0 0.508800 0.296267 0.083289 0.077267
+0 0.586489 0.214933 0.051778 0.042667
+0 0.524156 0.166767 0.032444 0.017667
+0 0.764933 0.706983 0.108800 0.318700
+0 0.474044 0.572567 0.126400 0.053000
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_144.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_144.txt
new file mode 100644
index 0000000000000000000000000000000000000000..39666b0dc6a83b65e4712c850244c369d45d9421
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_144.txt
@@ -0,0 +1 @@
+0 0.418508 0.610975 0.201234 0.203950
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1442.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1442.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e10d2033ec07f5221b7f9bd0ec7a51fcffa5e3ae
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1442.txt
@@ -0,0 +1 @@
+0 0.557750 0.519525 0.362000 0.421550
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1446.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1446.txt
new file mode 100644
index 0000000000000000000000000000000000000000..90623e6d2b692701c11086b6119000dafa5e84ad
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1446.txt
@@ -0,0 +1 @@
+0 0.454612 0.560787 0.182475 0.243875
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_145.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_145.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1de7aa4f5ee4e8a85389ea8ef18598c711971137
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_145.txt
@@ -0,0 +1,8 @@
+0 0.734807 0.641349 0.056414 0.075586
+0 0.618957 0.672023 0.138929 0.218760
+0 0.408489 0.443086 0.062479 0.074101
+0 0.516296 0.397078 0.054064 0.035191
+0 0.511118 0.444625 0.051479 0.032738
+0 0.453489 0.288672 0.047593 0.033283
+0 0.541521 0.354217 0.076814 0.036090
+0 0.599793 0.314734 0.057329 0.021431
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1453.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1453.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bc8adc4fa09e0569e3d8dd5fa79afc874b613fbe
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1453.txt
@@ -0,0 +1 @@
+0 0.498425 0.368613 0.326800 0.206525
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1455.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1455.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0df70311483d3e463fe1bf8f05f5e280c20fe3ae
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1455.txt
@@ -0,0 +1 @@
+0 0.783987 0.404933 0.322008 0.215467
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1457.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1457.txt
new file mode 100644
index 0000000000000000000000000000000000000000..546c2043fde65e512a411bebf05934b4529783ba
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1457.txt
@@ -0,0 +1,2 @@
+0 0.583722 0.733467 0.362333 0.533067
+0 0.452144 0.291783 0.092333 0.070500
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1459.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1459.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e18b0206dbe7facd9f7b20e9c2df5bdedc7ec1dd
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1459.txt
@@ -0,0 +1,2 @@
+0 0.502175 0.272437 0.128400 0.098525
+0 0.428012 0.800462 0.226925 0.278675
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1461.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1461.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b67a298aa746f48d013b0d6fd585e535227c17f9
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1461.txt
@@ -0,0 +1 @@
+0 0.450163 0.451950 0.438575 0.209833
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1483.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1483.txt
new file mode 100644
index 0000000000000000000000000000000000000000..02d421544216878222782172f5be6ac77a67edfc
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1483.txt
@@ -0,0 +1,5 @@
+0 0.488105 0.755867 0.681651 0.185733
+0 0.111398 0.341733 0.222795 0.091667
+0 0.508236 0.341300 0.477861 0.082600
+0 0.955938 0.467700 0.088124 0.108467
+0 0.979184 0.805617 0.041632 0.111500
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1484.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1484.txt
new file mode 100644
index 0000000000000000000000000000000000000000..067871e3b72f17199f8d27a5c53173ea39809024
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1484.txt
@@ -0,0 +1 @@
+0 0.707175 0.840475 0.292350 0.178850
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1486.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1486.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8fa276263eeb809c27ffc7b9e092f2058ab3e108
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1486.txt
@@ -0,0 +1 @@
+0 0.495587 0.515062 0.379825 0.203025
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1487.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1487.txt
new file mode 100644
index 0000000000000000000000000000000000000000..627403caff32f0795fd470d881395a3b2a7c1486
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1487.txt
@@ -0,0 +1 @@
+0 0.633010 0.608167 0.498458 0.514533
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1488.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1488.txt
new file mode 100644
index 0000000000000000000000000000000000000000..565f8da7c080fe8621d9d0050b1f22185ff10fd4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1488.txt
@@ -0,0 +1 @@
+0 0.505783 0.443612 0.621100 0.745425
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1490.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1490.txt
new file mode 100644
index 0000000000000000000000000000000000000000..715ca8b15b5d7460290cc59b03c6a1704a92db2e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1490.txt
@@ -0,0 +1 @@
+0 0.478305 0.525483 0.591629 0.731300
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1492.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1492.txt
new file mode 100644
index 0000000000000000000000000000000000000000..20408779a7fffbda1026f5497dfa9c56555c860e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1492.txt
@@ -0,0 +1 @@
+0 0.523162 0.475000 0.284675 0.193100
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1496.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1496.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5bd7fb9ead64b646fe6a1c1bae0e79cb54ea1644
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1496.txt
@@ -0,0 +1 @@
+0 0.539075 0.490700 0.204250 0.329650
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1505.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1505.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9fdae7ab651be9695d42d6a59cd39a853bb33b54
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1505.txt
@@ -0,0 +1 @@
+0 0.500000 0.564100 1.000000 0.683533
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1510.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1510.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ac3108f1075de6c7fc5d320561054733d07fbfb4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1510.txt
@@ -0,0 +1 @@
+0 0.500000 0.708267 1.000000 0.421467
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1511.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1511.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b57323dbc953d10474d9a5350ce0e5348757b590
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1511.txt
@@ -0,0 +1 @@
+0 0.493275 0.502263 0.214550 0.205225
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1524.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1524.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3165db1688767b30a6e5ab8b8e362375c50fd7e1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1524.txt
@@ -0,0 +1 @@
+0 0.341400 0.473375 0.682800 0.491050
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1531.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1531.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4e2dbf4a88379e8e693c65bb54d03dcb8718ba6e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1531.txt
@@ -0,0 +1,4 @@
+0 0.631388 0.727867 0.367992 0.125467
+0 0.251445 0.635250 0.157786 0.083633
+0 0.799644 0.917883 0.400713 0.164233
+0 0.293912 0.779233 0.135366 0.079133
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1539.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1539.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4d368aa0c8cc008babfcc085d252590d91008ac5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1539.txt
@@ -0,0 +1 @@
+0 0.502083 0.660763 0.684233 0.678475
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_154.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_154.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f3a357f7c31771805d009a1f8f6c04cbc75727dd
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_154.txt
@@ -0,0 +1 @@
+0 0.439614 0.792865 0.292881 0.210030
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1545.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1545.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6d69ccca58ad78fa886e51490f847a091d2c4c55
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1545.txt
@@ -0,0 +1 @@
+0 0.192956 0.805583 0.203600 0.098033
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1549.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1549.txt
new file mode 100644
index 0000000000000000000000000000000000000000..72c7c06da147a45c5467e896f034739c03d7a798
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1549.txt
@@ -0,0 +1 @@
+0 0.372625 0.723762 0.745250 0.552475
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1565.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1565.txt
new file mode 100644
index 0000000000000000000000000000000000000000..afc485bfbaaf4615d411f5139e3441e1b77009eb
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1565.txt
@@ -0,0 +1 @@
+0 0.485775 0.499425 0.158450 0.115150
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1573.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1573.txt
new file mode 100644
index 0000000000000000000000000000000000000000..25002a0e5d439a03abc4343125fe51f79ca688af
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1573.txt
@@ -0,0 +1,2 @@
+0 0.277638 0.258563 0.199875 0.095975
+0 0.427825 0.527863 0.348900 0.302625
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1577.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1577.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4dc8dc64440965e2b8568f2c8dda231bc4a2ccf5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1577.txt
@@ -0,0 +1 @@
+0 0.505487 0.494513 0.491875 0.138225
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1579.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1579.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bf48e00bf02456a0586760226b7eec92e48f1635
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1579.txt
@@ -0,0 +1,2 @@
+0 0.385322 0.741800 0.616911 0.391733
+0 0.667211 0.484283 0.187000 0.063700
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1580.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1580.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dc550a53383c3745ba6a2a419d05d6c8976d6e4d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1580.txt
@@ -0,0 +1,8 @@
+0 0.279765 0.630183 0.096471 0.057700
+0 0.174353 0.547683 0.114165 0.049567
+0 0.305988 0.419983 0.065341 0.015233
+0 0.063047 0.443917 0.126094 0.033833
+0 0.379800 0.527817 0.176071 0.040300
+0 0.642141 0.595833 0.115718 0.040333
+0 0.355235 0.382233 0.044212 0.009867
+0 0.501776 0.779217 0.337200 0.120233
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1596.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1596.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4cc8b50ff5b2e00a5746f58dd3847c25e3a60808
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1596.txt
@@ -0,0 +1 @@
+0 0.540376 0.667333 0.919248 0.534000
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1597.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1597.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a0a31694461f57abc17f42c727b562b9d707c8d3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1597.txt
@@ -0,0 +1 @@
+0 0.569972 0.640583 0.503433 0.664967
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1607.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1607.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fe29303fb442cef5ddb75293d69d558486ea55c6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1607.txt
@@ -0,0 +1,2 @@
+0 0.432712 0.495212 0.205575 0.143425
+0 0.389700 0.206600 0.065100 0.051750
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1619.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1619.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2813be63ce9830f753aea55baef69ce1d705704b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1619.txt
@@ -0,0 +1 @@
+0 0.487638 0.496100 0.378275 0.193850
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1621.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1621.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f848f4dfdaca6085ddc7df0dec1ff5d9b8a5c3b4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1621.txt
@@ -0,0 +1,4 @@
+0 0.470222 0.655150 0.548914 0.272367
+0 0.964734 0.682250 0.070532 0.082633
+0 0.605122 0.384133 0.050421 0.023533
+0 0.739002 0.438367 0.146031 0.056200
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1623.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1623.txt
new file mode 100644
index 0000000000000000000000000000000000000000..67103039cb91562e2e13381a5338b8e2bcb562fc
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1623.txt
@@ -0,0 +1,2 @@
+0 0.532612 0.487100 0.246175 0.137750
+0 0.117413 0.688650 0.234825 0.120900
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1625.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1625.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dc1ee6171621bf893fe08ff1030b51f29cf14162
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1625.txt
@@ -0,0 +1 @@
+0 0.484150 0.431650 0.349100 0.344400
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1632.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1632.txt
new file mode 100644
index 0000000000000000000000000000000000000000..949dbc99bec59d655132d624f8e0d469b555bda6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1632.txt
@@ -0,0 +1 @@
+0 0.489812 0.522788 0.352325 0.231475
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1651.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1651.txt
new file mode 100644
index 0000000000000000000000000000000000000000..81885334d49c264c94995b973b00f2855bb03088
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1651.txt
@@ -0,0 +1,17 @@
+0 0.204515 0.521065 0.147576 0.094097
+0 0.329614 0.379919 0.155500 0.103504
+0 0.137129 0.270674 0.109833 0.054232
+0 0.556333 0.040768 0.044909 0.012534
+0 0.526659 0.022655 0.056561 0.018518
+0 0.745917 0.044784 0.119045 0.032156
+0 0.279455 0.297116 0.066848 0.039191
+0 0.595098 0.060283 0.082682 0.020782
+0 0.667689 0.093181 0.075258 0.029111
+0 0.675174 0.138032 0.060652 0.027439
+0 0.084970 0.175674 0.169939 0.101159
+0 0.463508 0.112170 0.161318 0.082345
+0 0.813015 0.275943 0.180364 0.086550
+0 0.467538 0.208598 0.143258 0.085606
+0 0.016174 0.631644 0.032348 0.078113
+0 0.678280 0.013288 0.071621 0.016873
+0 0.139242 0.339865 0.060000 0.042534
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1653.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1653.txt
new file mode 100644
index 0000000000000000000000000000000000000000..66d56bcf16dd17e13cf2ceaf035925ab4b1513a3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1653.txt
@@ -0,0 +1 @@
+0 0.341767 0.805125 0.217467 0.109000
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1660.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1660.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dd41d304e8ab909f25d60a067fc4e6aeb750371a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1660.txt
@@ -0,0 +1,6 @@
+0 0.498180 0.555929 0.389328 0.139440
+0 0.525275 0.799973 0.711775 0.307077
+0 0.559175 0.215661 0.087231 0.019238
+0 0.432153 0.213622 0.108656 0.015161
+0 0.454344 0.276295 0.116919 0.035565
+0 0.337617 0.397872 0.303059 0.052387
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1665.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1665.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2c957941491cadd37c6ba8c4cc27677901cfa7ab
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1665.txt
@@ -0,0 +1,6 @@
+0 0.409228 0.527988 0.434129 0.133136
+0 0.055253 0.590888 0.110506 0.099290
+0 0.091447 0.864645 0.182893 0.134024
+0 0.365604 0.678698 0.360815 0.154793
+0 0.322008 0.304970 0.305421 0.101065
+0 0.062191 0.190266 0.124382 0.096272
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1666.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1666.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ab1d0662130b58d637d75d8eb136fc3fb1a9f96d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1666.txt
@@ -0,0 +1 @@
+0 0.561073 0.509133 0.359453 0.068667
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1668.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1668.txt
new file mode 100644
index 0000000000000000000000000000000000000000..376c3588a9a3ae5c98df1b3c24e6fe6658f8b3fc
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1668.txt
@@ -0,0 +1,10 @@
+0 0.358263 0.291386 0.078775 0.024026
+0 0.682362 0.933465 0.164225 0.133069
+0 0.479137 0.846601 0.117025 0.094851
+0 0.639250 0.656221 0.330500 0.150396
+0 0.522487 0.494076 0.185975 0.101155
+0 0.509813 0.372426 0.110125 0.027756
+0 0.489188 0.334851 0.072175 0.028845
+0 0.432887 0.307624 0.053625 0.015776
+0 0.405700 0.273647 0.031750 0.014686
+0 0.335213 0.333762 0.086075 0.063366
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1671.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1671.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2c1efed68a6554bb41537390b301d29a9eeebdfc
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1671.txt
@@ -0,0 +1,3 @@
+0 0.176225 0.540300 0.075550 0.044600
+0 0.142938 0.512483 0.074325 0.018567
+0 0.150200 0.450217 0.110250 0.034833
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1681.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1681.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f0d81d3d9bf1945ae71571325b42afac8cf05c28
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1681.txt
@@ -0,0 +1 @@
+0 0.588555 0.608119 0.483068 0.661468
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1687.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1687.txt
new file mode 100644
index 0000000000000000000000000000000000000000..15018b9e241ba008c49834c4bc21f74eb2304975
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1687.txt
@@ -0,0 +1 @@
+0 0.392106 0.753459 0.437138 0.217162
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1688.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1688.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a019d7e65cbdc9d018ecdae58f20e4ff30b58c08
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1688.txt
@@ -0,0 +1,4 @@
+0 0.337467 0.399037 0.154487 0.037741
+0 0.635826 0.436661 0.123036 0.025349
+0 0.543315 0.352043 0.095692 0.025150
+0 0.021507 0.405648 0.043013 0.022591
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1697.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1697.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b2d4b0a7950df40e0c1cd0938d5646d75f8022fb
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1697.txt
@@ -0,0 +1 @@
+0 0.356686 0.590552 0.547343 0.576038
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1698.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1698.txt
new file mode 100644
index 0000000000000000000000000000000000000000..621bd3eef94248d2fd569ac9f50d2b64a7bf90c9
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1698.txt
@@ -0,0 +1,10 @@
+0 0.358150 0.853289 0.716300 0.293422
+0 0.732702 0.609734 0.236031 0.173754
+0 0.927601 0.551080 0.144798 0.206944
+0 0.692253 0.477425 0.268274 0.095914
+0 0.174798 0.522625 0.349596 0.130963
+0 0.415336 0.397508 0.087354 0.045382
+0 0.231469 0.368355 0.166883 0.028073
+0 0.053599 0.387259 0.107197 0.029402
+0 0.192556 0.324120 0.122197 0.024585
+0 0.045740 0.355698 0.091480 0.024884
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1699.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1699.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fd2bca0566f25988428c0a855c61bbcd18f1677d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1699.txt
@@ -0,0 +1,2 @@
+0 0.446439 0.708018 0.685690 0.529688
+0 0.452897 0.143599 0.497331 0.188584
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_17.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_17.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0366cde2f3903b1d9c42e845d87b1a1861f99490
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_17.txt
@@ -0,0 +1,2 @@
+0 0.286025 0.282458 0.209812 0.099200
+0 0.535641 0.449612 0.387631 0.322408
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1701.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1701.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dd07d1d25cebf5d5cc273e281566bb34942b2208
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1701.txt
@@ -0,0 +1,7 @@
+0 0.670817 0.587938 0.298067 0.094375
+0 0.125817 0.725563 0.208933 0.078375
+0 0.304208 0.657825 0.113850 0.053100
+0 0.301500 0.586987 0.059333 0.028275
+0 0.424450 0.589625 0.157233 0.044050
+0 0.509442 0.735075 0.077817 0.043050
+0 0.815392 0.779737 0.369217 0.244975
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1708.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1708.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3a3ddf94b23030ce69e66042bdfc496235b70ece
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1708.txt
@@ -0,0 +1 @@
+0 0.666936 0.842983 0.341557 0.158240
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1718.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1718.txt
new file mode 100644
index 0000000000000000000000000000000000000000..64a096eadd8fb003a15904c5fcecb972529d3065
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1718.txt
@@ -0,0 +1 @@
+0 0.509875 0.749281 0.453194 0.394267
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1728.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1728.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5deadb6ec5adcc9604259ce8d64ac5ea9656d187
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1728.txt
@@ -0,0 +1 @@
+0 0.269047 0.842000 0.294963 0.158202
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1734.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1734.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b069708b9876ef5c5f638637cefed0d1efb08004
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1734.txt
@@ -0,0 +1,6 @@
+0 0.562477 0.593171 0.311354 0.056250
+0 0.382308 0.821551 0.141108 0.103194
+0 0.493600 0.748958 0.086646 0.052083
+0 0.804938 0.767130 0.190369 0.096481
+0 0.260477 0.608102 0.130862 0.071204
+0 0.382477 0.493148 0.211662 0.039630
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1738.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1738.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b0cb40333f2b6b90985e9aaf2a3ca8e8fd8f9944
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1738.txt
@@ -0,0 +1 @@
+0 0.480882 0.677919 0.310615 0.112458
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1740.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1740.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4f6efc23f7d05e33aa36386fa54cd49436f6c96d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1740.txt
@@ -0,0 +1,3 @@
+0 0.096364 0.456967 0.192727 0.132844
+0 0.457286 0.811481 0.594967 0.316327
+0 0.446449 0.451197 0.395033 0.179076
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1748.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1748.txt
new file mode 100644
index 0000000000000000000000000000000000000000..860733f288d95122c65f4baeb9b40b1069450034
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1748.txt
@@ -0,0 +1 @@
+0 0.622664 0.547042 0.423734 0.474250
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1749.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1749.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a651b3694ec4626c570ada4bf0a1137211cb53f4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1749.txt
@@ -0,0 +1,26 @@
+0 0.874386 0.968505 0.129825 0.062991
+0 0.702553 0.945343 0.062368 0.052617
+0 0.759921 0.812352 0.116789 0.064393
+0 0.490711 0.850950 0.060333 0.047196
+0 0.097702 0.960093 0.097895 0.079813
+0 0.099667 0.833645 0.091368 0.043115
+0 0.195325 0.808536 0.068579 0.032150
+0 0.209167 0.883053 0.047702 0.034455
+0 0.233132 0.835405 0.035982 0.019346
+0 0.424289 0.886511 0.046614 0.035950
+0 0.485018 0.980561 0.044772 0.038879
+0 0.576860 0.803723 0.077579 0.062087
+0 0.503105 0.762040 0.050912 0.030000
+0 0.410412 0.721371 0.028404 0.019875
+0 0.390360 0.695498 0.042228 0.021464
+0 0.456816 0.695654 0.041351 0.018598
+0 0.470579 0.718037 0.036912 0.024299
+0 0.518763 0.691885 0.046333 0.028069
+0 0.565614 0.724486 0.080386 0.052336
+0 0.642456 0.684019 0.160596 0.040623
+0 0.849614 0.726822 0.032386 0.020436
+0 0.806061 0.735701 0.065807 0.041994
+0 0.507886 0.653162 0.108263 0.034860
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+0 0.262842 0.604455 0.048596 0.024922
+0 0.309868 0.698769 0.091316 0.044642
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1756.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1756.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8ca3d85a77a812554a0d08b465e1c99a4049c5e0
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1756.txt
@@ -0,0 +1 @@
+0 0.765025 0.424682 0.238450 0.122097
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1772.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1772.txt
new file mode 100644
index 0000000000000000000000000000000000000000..330803bbb4568717f1296285803333ffecfa4d2c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1772.txt
@@ -0,0 +1,5 @@
+0 0.428148 0.834375 0.856296 0.331250
+0 0.464506 0.380880 0.373580 0.143981
+0 0.163117 0.342917 0.132469 0.072593
+0 0.330247 0.168241 0.317901 0.180833
+0 0.497917 0.045810 0.162809 0.046528
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1777.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1777.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b96c1958094db743f75a16b1d5a1e372c7ba447d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1777.txt
@@ -0,0 +1 @@
+0 0.500260 0.671383 0.534729 0.413266
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1778.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1778.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ab752653bcaed5be5bfbadda0869d33863339509
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1778.txt
@@ -0,0 +1,6 @@
+0 0.805250 0.871019 0.389499 0.257962
+0 0.374144 0.486777 0.748287 0.364265
+0 0.439769 0.767488 0.055375 0.141043
+0 0.553458 0.680036 0.040250 0.052678
+0 0.784552 0.655581 0.183518 0.141066
+0 0.903386 0.548377 0.193228 0.097796
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1779.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1779.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7ae69747dfd24961378100f8699839e24262216b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1779.txt
@@ -0,0 +1 @@
+0 0.562649 0.708315 0.874701 0.476854
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_178.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_178.txt
new file mode 100644
index 0000000000000000000000000000000000000000..31a438f5c6d19600d2df6b21235b9c42c17f212d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_178.txt
@@ -0,0 +1 @@
+0 0.463109 0.670012 0.926217 0.449052
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1789.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1789.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c5359598b9bb7db47440ac37fe526a03c7c3ced5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1789.txt
@@ -0,0 +1,3 @@
+0 0.248547 0.767993 0.468844 0.104906
+0 0.348781 0.673615 0.330656 0.074930
+0 0.605273 0.573157 0.175422 0.035516
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1793.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1793.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0e9bd869e81483f80f63e774228d36a4c698dc96
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1793.txt
@@ -0,0 +1 @@
+0 0.697199 0.530553 0.605603 0.641412
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_180.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_180.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2e99ad2cabc09ba49f350269e94d9a26e516f990
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_180.txt
@@ -0,0 +1,5 @@
+0 0.466667 0.773844 0.933333 0.452313
+0 0.520004 0.259850 0.326608 0.099225
+0 0.310708 0.172994 0.133333 0.029538
+0 0.472462 0.131172 0.198442 0.037206
+0 0.661083 0.163303 0.145733 0.050469
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1806.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1806.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2b953e74622eb46f5b8070f5b5238128106387a8
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1806.txt
@@ -0,0 +1,3 @@
+0 0.205240 0.487148 0.327053 0.098601
+0 0.639150 0.379319 0.167927 0.039346
+0 0.844170 0.428574 0.311660 0.076494
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1815.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1815.txt
new file mode 100644
index 0000000000000000000000000000000000000000..63a57cc0536d6dc3df74b5ced115f3139b5469ab
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1815.txt
@@ -0,0 +1,2 @@
+0 0.629017 0.602366 0.506833 0.519554
+0 0.220267 0.282857 0.286867 0.215000
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1825.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1825.txt
new file mode 100644
index 0000000000000000000000000000000000000000..220f10facc047094d779e900c276833960562a99
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1825.txt
@@ -0,0 +1,14 @@
+0 0.113469 0.831444 0.123000 0.151333
+0 0.633969 0.958556 0.128250 0.082889
+0 0.394719 0.979222 0.135750 0.041556
+0 0.205906 0.896111 0.088875 0.110000
+0 0.344656 0.903778 0.091125 0.109333
+0 0.485844 0.885778 0.085500 0.094667
+0 0.564031 0.771111 0.076125 0.066667
+0 0.430344 0.751111 0.083250 0.084000
+0 0.323469 0.734778 0.084750 0.072667
+0 0.932672 0.904556 0.134656 0.190889
+0 0.773156 0.717574 0.315354 0.207370
+0 0.460182 0.572565 0.041927 0.033833
+0 0.357318 0.531361 0.061198 0.032907
+0 0.419297 0.544324 0.032031 0.020870
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1826.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1826.txt
new file mode 100644
index 0000000000000000000000000000000000000000..821fd779dc992b2f35f7d33d3f227dc4834cb22e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1826.txt
@@ -0,0 +1,5 @@
+0 0.140980 0.763917 0.281961 0.133638
+0 0.564829 0.529394 0.091342 0.043400
+0 0.679546 0.409722 0.110750 0.041392
+0 0.756829 0.339861 0.088553 0.019920
+0 0.492599 0.607286 0.110750 0.057316
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1830.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1830.txt
new file mode 100644
index 0000000000000000000000000000000000000000..48349041e034d6d229bf14a39c7cdd4cb7116540
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1830.txt
@@ -0,0 +1,9 @@
+0 0.486253 0.759902 0.081437 0.040731
+0 0.772660 0.748066 0.129810 0.045900
+0 0.379834 0.824947 0.140048 0.090285
+0 0.851698 0.803200 0.088836 0.032781
+0 0.424056 0.490971 0.140606 0.040125
+0 0.301568 0.531462 0.038551 0.030125
+0 0.324567 0.500027 0.110249 0.028930
+0 0.561502 0.590731 0.312150 0.056720
+0 0.251734 0.610392 0.137696 0.073262
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1834.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1834.txt
new file mode 100644
index 0000000000000000000000000000000000000000..76b32b059735f6d77154d94560d259d00d4ce158
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1834.txt
@@ -0,0 +1,33 @@
+0 0.680665 0.537097 0.035771 0.033531
+0 0.475830 0.262844 0.162780 0.146398
+0 0.055599 0.856055 0.111199 0.158507
+0 0.451495 0.366813 0.040303 0.044858
+0 0.291660 0.423531 0.059631 0.036066
+0 0.325086 0.476836 0.043715 0.030213
+0 0.369809 0.436860 0.050026 0.035427
+0 0.369710 0.388590 0.034335 0.029882
+0 0.308551 0.382737 0.035257 0.030545
+0 0.215580 0.357547 0.034321 0.025664
+0 0.170395 0.388424 0.033228 0.035427
+0 0.542062 0.588448 0.084572 0.043531
+0 0.554552 0.527607 0.052819 0.037915
+0 0.451113 0.601552 0.059328 0.060355
+0 0.403887 0.705450 0.069486 0.059431
+0 0.368373 0.790403 0.071818 0.093602
+0 0.592365 0.692867 0.098617 0.078152
+0 0.757101 0.582915 0.073729 0.061232
+0 0.670909 0.461434 0.078287 0.067085
+0 0.699960 0.381280 0.063531 0.044834
+0 0.734335 0.312441 0.022556 0.020284
+0 0.765777 0.367239 0.038590 0.041730
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+0 0.843485 0.467358 0.024572 0.025379
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+0 0.931489 0.505071 0.029275 0.026682
+0 0.953360 0.546825 0.034335 0.026351
+0 0.989433 0.492915 0.021133 0.029194
+0 0.992240 0.407275 0.015520 0.034265
+0 0.894578 0.395249 0.023333 0.026280
+0 0.879914 0.337512 0.031924 0.032512
+0 0.771522 0.202725 0.044018 0.037630
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1835.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1835.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1f5acb469392abd3716fd5eccdeef7116a9ed2d1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1835.txt
@@ -0,0 +1,6 @@
+0 0.587133 0.444000 0.089479 0.092169
+0 0.575685 0.191394 0.071718 0.031465
+0 0.529237 0.122493 0.063456 0.033380
+0 0.293147 0.318831 0.105097 0.077268
+0 0.843600 0.797141 0.128861 0.225324
+0 0.730878 0.396000 0.108552 0.096000
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1837.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1837.txt
new file mode 100644
index 0000000000000000000000000000000000000000..33db14babbf5ec3c71fb8fb5621c62a968110c78
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1837.txt
@@ -0,0 +1 @@
+0 0.352389 0.714834 0.458025 0.442928
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1844.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1844.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ac6ef16208989071e9391cbdf2eb94f11944bd08
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1844.txt
@@ -0,0 +1,9 @@
+0 0.471585 0.336548 0.490752 0.031633
+0 0.476471 0.919141 0.952941 0.161718
+0 0.619771 0.653401 0.347190 0.047347
+0 0.339036 0.577730 0.678072 0.076003
+0 0.181650 0.526735 0.216503 0.019320
+0 0.252908 0.487653 0.405294 0.044354
+0 0.450833 0.427211 0.624216 0.043980
+0 0.503464 0.382032 0.502614 0.049439
+0 0.477892 0.311259 0.423301 0.018946
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1845.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1845.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e2c6c5692d98818c33cba9cdd0397e8490e02779
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1845.txt
@@ -0,0 +1,3 @@
+0 0.304172 0.379375 0.076000 0.048667
+0 0.278727 0.265667 0.078703 0.022000
+0 0.539398 0.577219 0.353547 0.158979
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1850.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1850.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4abff76c144209d9dfe4f7f66b278066bfe72557
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1850.txt
@@ -0,0 +1 @@
+0 0.446086 0.515411 0.296479 0.253815
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1851.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1851.txt
new file mode 100644
index 0000000000000000000000000000000000000000..af165b3a32e19df7f29561ef1da8167b65f81b9e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1851.txt
@@ -0,0 +1 @@
+0 0.500000 0.430836 1.000000 0.217322
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_186.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_186.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9a45f93dc31ddb1e19b567e1f132f1e52d45b688
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_186.txt
@@ -0,0 +1,2 @@
+0 0.556314 0.795718 0.310346 0.176902
+0 0.522692 0.594829 0.307692 0.132893
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1861.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1861.txt
new file mode 100644
index 0000000000000000000000000000000000000000..efd665e6ba8e0cb216b0ce9e4900e8094118a417
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1861.txt
@@ -0,0 +1,2 @@
+0 0.658300 0.929344 0.176600 0.141313
+0 0.038950 0.464438 0.077900 0.122000
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1870.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1870.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c2d71014f765a62f4a7335828360c52afbb8c2f1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1870.txt
@@ -0,0 +1 @@
+0 0.535054 0.553550 0.634385 0.573663
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1875.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1875.txt
new file mode 100644
index 0000000000000000000000000000000000000000..759eaf26a622d8927dfbab0266506470a774fd39
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1875.txt
@@ -0,0 +1,3 @@
+0 0.249493 0.600693 0.498987 0.386182
+0 0.618445 0.634453 0.157541 0.093260
+0 0.800275 0.420186 0.112753 0.059441
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1878.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1878.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5b1fc546cba56c18971ea948d2d9036a338e6b81
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1878.txt
@@ -0,0 +1 @@
+0 0.511300 0.550150 0.385350 0.899700
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1886.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1886.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9bde3c2f14eb192afa03e608302d1a71d4ce18eb
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1886.txt
@@ -0,0 +1,2 @@
+0 0.431442 0.882382 0.862884 0.180274
+0 0.608530 0.565461 0.782940 0.072070
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1894.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1894.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ec23ee7dd839cf2a8a4e3c543768451928f03964
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1894.txt
@@ -0,0 +1,2 @@
+0 0.611457 0.378315 0.288057 0.624056
+0 0.146736 0.773519 0.293471 0.452961
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1895.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1895.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b6395ab600f59c72b04747e85e55f8053cd2c086
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1895.txt
@@ -0,0 +1 @@
+0 0.469427 0.497765 0.782210 0.820439
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1896.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1896.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8953cfd9dcfe8fc1dd588ada39607e998480c798
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1896.txt
@@ -0,0 +1,2 @@
+0 0.527206 0.816593 0.945589 0.272540
+0 0.529633 0.578209 0.257386 0.065609
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_19.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_19.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3e302569b6931626bfc9f78e639d424ea4f112cb
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_19.txt
@@ -0,0 +1,3 @@
+0 0.378914 0.761623 0.614108 0.392196
+0 0.673606 0.489145 0.209316 0.078026
+0 0.916426 0.482370 0.143812 0.053185
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1908.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1908.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e05aed7a7f7e886a94633e401c7e1827fa4ecf1c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1908.txt
@@ -0,0 +1,9 @@
+0 0.323620 0.402490 0.298565 0.077765
+0 0.495623 0.205480 0.353486 0.091275
+0 0.478588 0.125029 0.361814 0.056451
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+0 0.592815 0.698676 0.245252 0.074529
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+0 0.265237 0.476990 0.143975 0.026804
+0 0.478155 0.295657 0.432082 0.081039
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1919.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1919.txt
new file mode 100644
index 0000000000000000000000000000000000000000..50e431922319a410c4c4b628bd01ae8e6edfdb52
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1919.txt
@@ -0,0 +1,18 @@
+0 0.624848 0.230967 0.122303 0.040400
+0 0.642106 0.277417 0.031212 0.031500
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+0 0.483417 0.490733 0.096561 0.094533
+0 0.545697 0.934250 0.204939 0.131500
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+0 0.444318 0.113383 0.043333 0.028300
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+0 0.584977 0.168333 0.069742 0.031533
+0 0.518879 0.201467 0.081545 0.039600
+0 0.718689 0.299633 0.047742 0.046867
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1921.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1921.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3a89b75b257a6c31805f5b22f378934a149b2b26
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1921.txt
@@ -0,0 +1,3 @@
+0 0.505244 0.403141 0.300215 0.127042
+0 0.468447 0.752408 0.296074 0.190234
+0 0.373550 0.213375 0.046553 0.019605
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1925.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1925.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8b4fe78880a1e73231d1cca5e8a496f5c3c6e5c3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1925.txt
@@ -0,0 +1 @@
+0 0.501836 0.472476 0.563310 0.589607
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_193.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_193.txt
new file mode 100644
index 0000000000000000000000000000000000000000..04901cdea785086b833f0395202905dd9a6b7d19
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_193.txt
@@ -0,0 +1 @@
+0 0.594829 0.546923 0.463371 0.243504
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1934.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1934.txt
new file mode 100644
index 0000000000000000000000000000000000000000..998ece5b53b1520a55682595864673411dbb1298
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1934.txt
@@ -0,0 +1 @@
+0 0.817044 0.324467 0.365913 0.323900
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1938.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1938.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f9b6a83479f8d0496352ce5593c99806332e92d9
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1938.txt
@@ -0,0 +1,2 @@
+0 0.324031 0.774821 0.648063 0.450357
+0 0.851669 0.801038 0.296663 0.335915
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1946.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1946.txt
new file mode 100644
index 0000000000000000000000000000000000000000..11fe933cd53ca92fe2bf6d504a9a72747b0be942
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1946.txt
@@ -0,0 +1,4 @@
+0 0.581617 0.379128 0.034556 0.036590
+0 0.531219 0.565239 0.094050 0.101281
+0 0.496555 0.249383 0.092696 0.032099
+0 0.522784 0.199753 0.031498 0.022870
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1952.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1952.txt
new file mode 100644
index 0000000000000000000000000000000000000000..77b68ee747d8c4f188ee4cf59d4e8a13d3314122
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1952.txt
@@ -0,0 +1,21 @@
+0 0.496652 0.011722 0.141852 0.023444
+0 0.763586 0.837500 0.131797 0.090333
+0 0.567215 0.832333 0.121211 0.070611
+0 0.384340 0.857257 0.112211 0.111042
+0 0.483582 0.740569 0.056633 0.032000
+0 0.370312 0.640354 0.185781 0.072458
+0 0.265508 0.745750 0.090516 0.038583
+0 0.433402 0.431319 0.122273 0.049972
+0 0.236242 0.418188 0.050813 0.040458
+0 0.820324 0.212076 0.125445 0.066903
+0 0.880930 0.085042 0.187375 0.100778
+0 0.740664 0.126486 0.064578 0.036694
+0 0.956344 0.137313 0.087312 0.033875
+0 0.681383 0.048806 0.142906 0.049028
+0 0.712082 0.010785 0.056102 0.021569
+0 0.808680 0.021993 0.075687 0.029264
+0 0.963488 0.009375 0.073023 0.018750
+0 0.037402 0.134910 0.074805 0.031153
+0 0.075066 0.096840 0.051336 0.041403
+0 0.185691 0.124563 0.066164 0.038681
+0 0.028531 0.947306 0.057063 0.048778
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1971.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1971.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aae1d59d774a55e9e6f0f6104c880f694d581f93
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1971.txt
@@ -0,0 +1 @@
+0 0.446967 0.610103 0.778933 0.377231
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1974.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1974.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3a341e06ffd4962b9d29163f0284720ecdde5b45
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1974.txt
@@ -0,0 +1 @@
+0 0.683221 0.708810 0.403214 0.429089
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1977.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1977.txt
new file mode 100644
index 0000000000000000000000000000000000000000..24d52b5c12155a600ed53fbb4a0e55d2428e133d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_1977.txt
@@ -0,0 +1,2 @@
+0 0.895172 0.744958 0.209656 0.439028
+0 0.381500 0.593639 0.437938 0.554333
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_198.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_198.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a3a9f308434f58e505bba0435f980206fa5188ea
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_198.txt
@@ -0,0 +1 @@
+0 0.500000 0.683911 1.000000 0.632178
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_20.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_20.txt
new file mode 100644
index 0000000000000000000000000000000000000000..30c38d6b626648a8f352eabaa6729695df140739
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_20.txt
@@ -0,0 +1 @@
+0 0.791769 0.282033 0.290237 0.180500
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_202.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_202.txt
new file mode 100644
index 0000000000000000000000000000000000000000..576f8d33e7c354704220eb3a406f294e4c65e63a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_202.txt
@@ -0,0 +1,6 @@
+0 0.394922 0.849474 0.427672 0.301052
+0 0.490125 0.544948 0.157234 0.060500
+0 0.474066 0.427724 0.096195 0.028677
+0 0.494746 0.400156 0.066180 0.017646
+0 0.504793 0.362333 0.073508 0.012604
+0 0.517320 0.336026 0.041359 0.009135
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_207.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_207.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cb3a80c10ef0ba495fcf26237eecdc4cb893128b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_207.txt
@@ -0,0 +1,2 @@
+0 0.687438 0.056667 0.298825 0.113333
+0 0.522288 0.585889 0.780175 0.828222
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_208.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_208.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4d8a4e7a4fa12705f2e6e28a26dcc98a9d369c07
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_208.txt
@@ -0,0 +1 @@
+0 0.500000 0.779422 1.000000 0.441155
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_211.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_211.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cb0d2629cf89cd870f10092378654f1ac885eec5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_211.txt
@@ -0,0 +1,12 @@
+0 0.650206 0.748727 0.085044 0.091575
+0 0.610302 0.457257 0.712876 0.225118
+0 0.725590 0.668281 0.064277 0.068058
+0 0.460819 0.828793 0.054322 0.045407
+0 0.136313 0.977192 0.089381 0.045617
+0 0.404727 0.915801 0.155501 0.116693
+0 0.460656 0.753675 0.104676 0.062730
+0 0.285841 0.694961 0.335103 0.216955
+0 0.560715 0.595446 0.048923 0.036877
+0 0.684019 0.595328 0.103761 0.042467
+0 0.732684 0.556391 0.046224 0.022336
+0 0.538193 0.833438 0.069189 0.044147
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_212.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_212.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b1a5b8ad0e5dd9fc020bb4433aa64e4ad8144bbd
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_212.txt
@@ -0,0 +1 @@
+0 0.597875 0.764608 0.804250 0.446827
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_215.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_215.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d2f55365c69ed3c780b449a2fc42b76457c624f2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_215.txt
@@ -0,0 +1 @@
+0 0.316705 0.270821 0.487047 0.497558
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_218.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_218.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4f992dfba13dd30103c8e118acacfc53858b2690
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_218.txt
@@ -0,0 +1 @@
+0 0.428976 0.578351 0.857951 0.843297
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_223.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_223.txt
new file mode 100644
index 0000000000000000000000000000000000000000..30fc3f9cd0d2fdb2b8c29b0d42724622f324459c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_223.txt
@@ -0,0 +1 @@
+0 0.470058 0.693075 0.836449 0.373986
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_231.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_231.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f2a0fe76cfccd2d02ba63e4ccfa7712b9cb94a25
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_231.txt
@@ -0,0 +1 @@
+0 0.268125 0.547823 0.536250 0.453313
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_233.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_233.txt
new file mode 100644
index 0000000000000000000000000000000000000000..46a35a6f7393b8f4b9c996bdc281f1601de23645
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_233.txt
@@ -0,0 +1 @@
+0 0.500089 0.479058 0.343267 0.292817
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_236.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_236.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d73b02dcf8474c6926560c6dc4547e007d8f021b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_236.txt
@@ -0,0 +1,2 @@
+0 0.436756 0.647166 0.225744 0.076211
+0 0.392490 0.855301 0.634876 0.222761
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_239.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_239.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9533f3694991c5409ed68b4d43485326a5feb960
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_239.txt
@@ -0,0 +1,14 @@
+0 0.307370 0.924515 0.179831 0.150970
+0 0.586630 0.928972 0.139442 0.119238
+0 0.846695 0.637506 0.287260 0.342818
+0 0.626805 0.687898 0.096571 0.123095
+0 0.600558 0.588707 0.078494 0.059584
+0 0.535078 0.605566 0.038364 0.038430
+0 0.338416 0.694954 0.071870 0.072910
+0 0.409188 0.605566 0.046740 0.063510
+0 0.462539 0.609099 0.047623 0.032933
+0 0.564182 0.518129 0.108909 0.069007
+0 0.664500 0.557333 0.042325 0.045473
+0 0.715870 0.376594 0.225325 0.058822
+0 0.729545 0.319746 0.118623 0.029792
+0 0.724468 0.266420 0.075844 0.034503
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_24.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_24.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4d147bb265582fc2a439993c4afc02dddbdc394f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_24.txt
@@ -0,0 +1,2 @@
+0 0.512695 0.394122 0.314512 0.135124
+0 0.467148 0.759158 0.297168 0.201801
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_243.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_243.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ac98f9e270741d6dcab277b232711aeff8fdaa84
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_243.txt
@@ -0,0 +1 @@
+0 0.470404 0.565000 0.767709 0.259544
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_245.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_245.txt
new file mode 100644
index 0000000000000000000000000000000000000000..698515b82af0d847ffb014aa767125a1ded67321
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_245.txt
@@ -0,0 +1,2 @@
+0 0.700394 0.386092 0.092313 0.041783
+0 0.343444 0.630683 0.177138 0.111033
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_253.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_253.txt
new file mode 100644
index 0000000000000000000000000000000000000000..802a55e6b78291a7381068b8705d2d5f6f51d74a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_253.txt
@@ -0,0 +1 @@
+0 0.525150 0.541600 0.734500 0.761500
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_264.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_264.txt
new file mode 100644
index 0000000000000000000000000000000000000000..988fa54c0249fe742ee7efa497d9ef6f5ef721ce
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_264.txt
@@ -0,0 +1 @@
+0 0.577419 0.720204 0.287206 0.265593
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_271.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_271.txt
new file mode 100644
index 0000000000000000000000000000000000000000..42c0a39b5e6aa47a85987fecf18857a9d417ec8b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_271.txt
@@ -0,0 +1,2 @@
+0 0.298891 0.438514 0.157370 0.059290
+0 0.506734 0.711870 0.265359 0.216435
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_281.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_281.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0dc42765fea11eb25f9f87e1d0329049be1a549c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_281.txt
@@ -0,0 +1,2 @@
+0 0.702250 0.383117 0.073850 0.027667
+0 0.349513 0.631958 0.184900 0.111117
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_283.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_283.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3e0cf83b8a298ef31c9c1eb84fb85f5585db8938
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_283.txt
@@ -0,0 +1,2 @@
+0 0.473057 0.524463 0.688743 0.565147
+0 0.658507 0.100635 0.190414 0.076710
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_287.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_287.txt
new file mode 100644
index 0000000000000000000000000000000000000000..130b06b86f88a6d538c941e662c46c8a614ea61c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_287.txt
@@ -0,0 +1 @@
+0 0.500688 0.583464 0.571957 0.336399
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_295.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_295.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7dfdf9e85ec889c66efb75b3e3687d671f585d4c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_295.txt
@@ -0,0 +1 @@
+0 0.621625 0.664164 0.756750 0.671673
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_296.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_296.txt
new file mode 100644
index 0000000000000000000000000000000000000000..63235dc49aa70f3189ccf21089f2d34d2dd82083
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_296.txt
@@ -0,0 +1 @@
+0 0.579457 0.665080 0.521407 0.669840
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_297.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_297.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6a9161b3648a0e6429c82c39512541037035a4b3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_297.txt
@@ -0,0 +1,6 @@
+0 0.513763 0.740268 0.415025 0.367643
+0 0.568683 0.419392 0.119467 0.064367
+0 0.298842 0.401474 0.146200 0.041928
+0 0.419112 0.314074 0.111625 0.047921
+0 0.715671 0.345876 0.066975 0.022325
+0 0.460237 0.367079 0.091192 0.036301
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_302.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_302.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bf006dfb3d8ee4316e6e15678914bcab0b64428c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_302.txt
@@ -0,0 +1 @@
+0 0.497232 0.578317 0.572986 0.323836
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_303.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_303.txt
new file mode 100644
index 0000000000000000000000000000000000000000..defd7b5e727a7c5e0582632bdd4c610240241720
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_303.txt
@@ -0,0 +1 @@
+0 0.607462 0.716307 0.785076 0.567385
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_304.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_304.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e9762b80fb1af0eb1c3bf739590c2313098dfb8a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_304.txt
@@ -0,0 +1,3 @@
+0 0.549470 0.805022 0.254442 0.160761
+0 0.436857 0.440673 0.393908 0.296223
+0 0.474328 0.202936 0.185647 0.159839
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_307.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_307.txt
new file mode 100644
index 0000000000000000000000000000000000000000..398ed7b0c0d0cbd3c63d8af5033766a0669383ed
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_307.txt
@@ -0,0 +1 @@
+0 0.703329 0.908321 0.593342 0.163863
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_317.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_317.txt
new file mode 100644
index 0000000000000000000000000000000000000000..245f7058e485985c9065ba5c83522ed388e28d89
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_317.txt
@@ -0,0 +1 @@
+0 0.675377 0.651110 0.620488 0.515120
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_318.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_318.txt
new file mode 100644
index 0000000000000000000000000000000000000000..39c821473ce30651c0cf1712bedb8857e76c1d63
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_318.txt
@@ -0,0 +1 @@
+0 0.312112 0.705092 0.378347 0.411715
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_322.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_322.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3839ecc5a27565d647cacaec41320e291c856d95
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_322.txt
@@ -0,0 +1,4 @@
+0 0.033010 0.628237 0.066020 0.056462
+0 0.197690 0.335850 0.035940 0.015247
+0 0.127842 0.437082 0.090757 0.027770
+0 0.359275 0.435176 0.082891 0.032676
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_328.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_328.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3a4927d6c79457e38997b0874f143ced75627565
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_328.txt
@@ -0,0 +1,5 @@
+0 0.481954 0.473005 0.136742 0.032217
+0 0.311600 0.891536 0.392300 0.055814
+0 0.397883 0.821881 0.452617 0.051729
+0 0.628367 0.747688 0.336767 0.034034
+0 0.110746 0.538806 0.221492 0.020424
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_331.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_331.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cfaafb812112ca1b93354672441132899baacea3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_331.txt
@@ -0,0 +1 @@
+0 0.517883 0.726723 0.295056 0.546553
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_337.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_337.txt
new file mode 100644
index 0000000000000000000000000000000000000000..257b69ab314f738c509f9fd5aa2b33788072c3d5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_337.txt
@@ -0,0 +1 @@
+0 0.476133 0.553867 0.458333 0.474400
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_341.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_341.txt
new file mode 100644
index 0000000000000000000000000000000000000000..61c4ecdac69da54a7227ebed93f12672b9ac20f0
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_341.txt
@@ -0,0 +1,4 @@
+0 0.450336 0.393590 0.087484 0.082403
+0 0.476441 0.842139 0.334758 0.315722
+0 0.419297 0.210951 0.024594 0.161458
+0 0.478234 0.578347 0.164609 0.095028
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_359.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_359.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8bc98ce890e0e3308f8de355e8c2d0360c3b2b6a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_359.txt
@@ -0,0 +1 @@
+0 0.502130 0.548399 0.706504 0.586724
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_371.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_371.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7e978b061a3281f54bebe458b7be49e4e13eea34
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_371.txt
@@ -0,0 +1,2 @@
+0 0.730331 0.453085 0.374921 0.337565
+0 0.243446 0.532092 0.299416 0.265366
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_376.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_376.txt
new file mode 100644
index 0000000000000000000000000000000000000000..441bc32ee4af0b2d7299fe051158eced5df5f794
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_376.txt
@@ -0,0 +1,2 @@
+0 0.834396 0.353716 0.105055 0.101616
+0 0.456111 0.497343 0.292125 0.258815
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_378.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_378.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6bb54aae75f923fa522885e0e625b50f46f91cf4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_378.txt
@@ -0,0 +1,2 @@
+0 0.371585 0.671899 0.420133 0.656202
+0 0.740413 0.137596 0.358674 0.275193
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_382.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_382.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2d00171491b7858d91c8a784b64b4de64ec7634c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_382.txt
@@ -0,0 +1 @@
+0 0.473202 0.438650 0.815918 0.694646
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_39.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_39.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7bb120e92d4a65591c89a73ab2823b27b3e90650
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_39.txt
@@ -0,0 +1,2 @@
+0 0.675643 0.515594 0.485955 0.359354
+0 0.242099 0.361115 0.484198 0.177229
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_390.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_390.txt
new file mode 100644
index 0000000000000000000000000000000000000000..57f0cf9711070ab68d366edf799b9c4d79ef6154
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_390.txt
@@ -0,0 +1 @@
+0 0.382505 0.665511 0.765010 0.668979
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_397.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_397.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7fe8d7219029d8f20539752a9b6b988a9aaa2f94
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_397.txt
@@ -0,0 +1 @@
+0 0.639645 0.544542 0.720709 0.910916
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_398.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_398.txt
new file mode 100644
index 0000000000000000000000000000000000000000..294f8e09b8c3d8cae3fd43755a422802edafa830
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_398.txt
@@ -0,0 +1,2 @@
+0 0.559133 0.611217 0.414089 0.175633
+0 0.542489 0.400333 0.224800 0.067933
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_399.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_399.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8e2397158097e8f591669b695d212f1ac5453886
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_399.txt
@@ -0,0 +1,3 @@
+0 0.168250 0.513062 0.161344 0.210931
+0 0.552395 0.383403 0.415977 0.325861
+0 0.251586 0.161132 0.197531 0.150181
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_40.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_40.txt
new file mode 100644
index 0000000000000000000000000000000000000000..be6832559fd321197e029c0e0bb62187a2379273
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_40.txt
@@ -0,0 +1 @@
+0 0.500000 0.530622 1.000000 0.755822
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_403.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_403.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c3286aa081697222a2b09e88add19e25785b607d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_403.txt
@@ -0,0 +1 @@
+0 0.500000 0.567781 1.000000 0.864437
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_41.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_41.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f7df578ab176b36f3e56dd1599a94da637083668
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_41.txt
@@ -0,0 +1,4 @@
+0 0.918552 0.795250 0.041042 0.051463
+0 0.971042 0.870130 0.051833 0.101370
+0 0.799755 0.880889 0.073865 0.055296
+0 0.502792 0.541296 0.994417 0.128519
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_413.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_413.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4aaf482bf9cd1f93ae7b740164b84a79afe6c7d9
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_413.txt
@@ -0,0 +1 @@
+0 0.500000 0.619785 1.000000 0.396272
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_416.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_416.txt
new file mode 100644
index 0000000000000000000000000000000000000000..650f6c0202cf3172f6b24773a42ff43c138bf1d3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_416.txt
@@ -0,0 +1 @@
+0 0.492950 0.776963 0.925150 0.272896
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_420.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_420.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ed34b5f73f8cccec31b778aeb4cffef9117303c0
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_420.txt
@@ -0,0 +1 @@
+0 0.611226 0.613298 0.777548 0.332976
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_423.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_423.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eb4893832c2d7f892e4549e83610c39210d6b0d2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_423.txt
@@ -0,0 +1,3 @@
+0 0.430063 0.499092 0.216188 0.092161
+0 0.929750 0.423701 0.033062 0.024966
+0 0.105336 0.488540 0.074828 0.054414
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_427.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_427.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9e65a83a1906da91e55cab31746088b2877d801b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_427.txt
@@ -0,0 +1 @@
+0 0.600319 0.536900 0.779487 0.791420
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_433.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_433.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7293e203704962f6b8e242e3eab241f50746cd62
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_433.txt
@@ -0,0 +1 @@
+0 0.488692 0.688102 0.977383 0.623796
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_435.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_435.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3524eee19cf6191753d1830ba7a474abe2058d69
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_435.txt
@@ -0,0 +1,2 @@
+0 0.340512 0.638078 0.345525 0.140022
+0 0.709096 0.334056 0.234075 0.073711
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_438.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_438.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c2c7d39eaca1fa810f2df1f608a9a9c551ccd8f2
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_438.txt
@@ -0,0 +1,2 @@
+0 0.447058 0.789002 0.374917 0.276584
+0 0.494371 0.609950 0.121375 0.119501
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_439.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_439.txt
new file mode 100644
index 0000000000000000000000000000000000000000..55bc5c537e575e0c6b6f2fee06f704622ada60b8
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_439.txt
@@ -0,0 +1,2 @@
+0 0.438822 0.681802 0.698112 0.500811
+0 0.468535 0.150688 0.445638 0.152549
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_452.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_452.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9f23396a4b19fb2b0bd968ccde58b1b9906c6357
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_452.txt
@@ -0,0 +1,2 @@
+0 0.406283 0.428750 0.247638 0.109149
+0 0.122406 0.529420 0.148696 0.082809
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_454.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_454.txt
new file mode 100644
index 0000000000000000000000000000000000000000..517b644cb8a6b193771278147b80e2a690d33295
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_454.txt
@@ -0,0 +1,3 @@
+0 0.519311 0.763693 0.905924 0.355094
+0 0.747682 0.390108 0.128273 0.032992
+0 0.510068 0.489852 0.249076 0.099057
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_457.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_457.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eadf1dde3d1bb1cdd2292bdbf0dc7a09ae772911
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_457.txt
@@ -0,0 +1 @@
+0 0.542326 0.732790 0.230025 0.305693
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_460.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_460.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f6092bef4490baa14b9db90fccedc2dbd9f27774
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_460.txt
@@ -0,0 +1 @@
+0 0.554319 0.558197 0.183771 0.180672
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_466.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_466.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8ea98ebeaea6ab0642dc3da29cbadc702b7a09a0
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_466.txt
@@ -0,0 +1,4 @@
+0 0.033515 0.739186 0.065340 0.029070
+0 0.386985 0.730698 0.282938 0.327907
+0 0.758660 0.748849 0.274948 0.422814
+0 0.033433 0.803570 0.066866 0.053047
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_473.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_473.txt
new file mode 100644
index 0000000000000000000000000000000000000000..129ffdedb339a93e74760b6429ba2fe28017110b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_473.txt
@@ -0,0 +1 @@
+0 0.614079 0.516863 0.549458 0.688625
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_476.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_476.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6eb4a33214607b2acd210ebfcd62c790a58c73db
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_476.txt
@@ -0,0 +1 @@
+0 0.496320 0.419198 0.459109 0.283938
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_479.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_479.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f14d452f997dffd5f4fc3a10826b9c5dd41765e8
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_479.txt
@@ -0,0 +1,4 @@
+0 0.736829 0.772120 0.381914 0.248822
+0 0.380064 0.410771 0.297043 0.227923
+0 0.185571 0.320214 0.114343 0.099829
+0 0.098050 0.174882 0.120814 0.056531
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_481.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_481.txt
new file mode 100644
index 0000000000000000000000000000000000000000..98ce6c658a45c1aa8f742dc0442dcbb7ed95360b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_481.txt
@@ -0,0 +1 @@
+0 0.521220 0.618578 0.587520 0.648483
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_488.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_488.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eb1ae0dfb18bc3b95a3d07bca37961eb5e440a49
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_488.txt
@@ -0,0 +1 @@
+0 0.451878 0.816699 0.434520 0.195403
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_490.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_490.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c406817e1cc61a00e8af18f28fdb991716cad799
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_490.txt
@@ -0,0 +1 @@
+0 0.478156 0.515589 0.620649 0.722217
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_502.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_502.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c02454449ca1d166ef2802ff8296e0e0dfce809d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_502.txt
@@ -0,0 +1,3 @@
+0 0.393664 0.273098 0.058961 0.037803
+0 0.554592 0.440738 0.577395 0.255377
+0 0.237599 0.781164 0.202487 0.258918
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_505.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_505.txt
new file mode 100644
index 0000000000000000000000000000000000000000..15e62bebb700e75a001affe4c0a4ea211b4e464b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_505.txt
@@ -0,0 +1 @@
+0 0.425183 0.605231 0.820433 0.381026
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_511.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_511.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b5a12ba3709b95eca14366dab986eac3f07f7548
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_511.txt
@@ -0,0 +1,4 @@
+0 0.224764 0.673855 0.185528 0.078771
+0 0.667945 0.402486 0.117874 0.066257
+0 0.817157 0.381145 0.110819 0.041229
+0 0.526118 0.713855 0.336677 0.279162
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_512.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_512.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d0a2dff9813357aecf0b8b1cc72b8190ea6a2c4b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_512.txt
@@ -0,0 +1,4 @@
+0 0.156381 0.231661 0.130721 0.050706
+0 0.727444 0.786316 0.152097 0.075457
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+0 0.315665 0.578684 0.209232 0.126324
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_517.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_517.txt
new file mode 100644
index 0000000000000000000000000000000000000000..48889f3432e8c435e129556117fcac09ef67ef00
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_517.txt
@@ -0,0 +1 @@
+0 0.477197 0.561103 0.756792 0.265659
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_523.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_523.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f1df26aabe7424371d1faa6206e4500470d36e9d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_523.txt
@@ -0,0 +1,3 @@
+0 0.167935 0.213056 0.255024 0.103472
+0 0.790675 0.351247 0.360732 0.157262
+0 0.501033 0.618044 0.290228 0.286210
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_533.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_533.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8067f919041998cff39a1f1be36b3a11ab274d04
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_533.txt
@@ -0,0 +1,2 @@
+0 0.467357 0.577952 0.196905 0.251143
+0 0.472298 0.327111 0.050119 0.026349
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_539.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_539.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bb236f591ea58d76fcbb5a5627b58d9e896a8386
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_539.txt
@@ -0,0 +1 @@
+0 0.479250 0.466514 0.591208 0.556083
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_542.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_542.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b2a6168609460b1b7d41ee62cb5b161587b0458b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_542.txt
@@ -0,0 +1 @@
+0 0.541135 0.432469 0.917729 0.764875
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_543.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_543.txt
new file mode 100644
index 0000000000000000000000000000000000000000..991c0682421dfd5ae3a80030099b3ebe06dc0347
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+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_543.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_545.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_545.txt
new file mode 100644
index 0000000000000000000000000000000000000000..794fb0d7189494f3e98b9bef530d194f2251e719
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_545.txt
@@ -0,0 +1,3 @@
+0 0.934546 0.673482 0.130908 0.051628
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_548.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_548.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4f2568faa00992b134a073516ebee759e0c1a3cb
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_548.txt
@@ -0,0 +1 @@
+0 0.741604 0.896675 0.516792 0.206650
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_55.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_55.txt
new file mode 100644
index 0000000000000000000000000000000000000000..22e267cd2775f51ecb13e6bd6d9d1002bcdc6932
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_55.txt
@@ -0,0 +1,2 @@
+0 0.425504 0.680921 0.725742 0.624379
+0 0.618354 0.253278 0.553775 0.282929
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_552.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_552.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4a9e0b8034240ab430a6f79ee6d43074dd779cab
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_552.txt
@@ -0,0 +1 @@
+0 0.564756 0.618433 0.518691 0.631437
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_561.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_561.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2640b4e0ace359ac73b6d7e5f93c2ee90aac92f4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_561.txt
@@ -0,0 +1 @@
+0 0.500000 0.774732 1.000000 0.450536
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_563.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_563.txt
new file mode 100644
index 0000000000000000000000000000000000000000..40c82f742bfdb1b34e1f945198a935b131113cb3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_563.txt
@@ -0,0 +1,2 @@
+0 0.522160 0.590843 0.312090 0.126560
+0 0.518013 0.813907 0.233872 0.206629
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_564.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_564.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8ff31dcc24567e47eb84933607d6b7031b300d48
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_564.txt
@@ -0,0 +1,6 @@
+0 0.527775 0.803278 0.712867 0.319603
+0 0.484583 0.552492 0.406200 0.134190
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+0 0.553000 0.211571 0.076033 0.015397
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_566.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_566.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3d50ade164854222221d3903852c9bd51ab195e1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_566.txt
@@ -0,0 +1,2 @@
+0 0.519275 0.661542 0.331150 0.676917
+0 0.514725 0.163379 0.102450 0.064466
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_568.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_568.txt
new file mode 100644
index 0000000000000000000000000000000000000000..63330d9b4cdee807702ca2247af138e5733d67a6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_568.txt
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+0 0.265880 0.859489 0.335280 0.277598
+0 0.464220 0.440000 0.247800 0.082583
+0 0.675960 0.297643 0.152320 0.047718
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_575.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_575.txt
new file mode 100644
index 0000000000000000000000000000000000000000..31ad26e5d66d3ea1af27e2363dda680d923c77c6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_575.txt
@@ -0,0 +1 @@
+0 0.792093 0.281600 0.313013 0.185636
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_577.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_577.txt
new file mode 100644
index 0000000000000000000000000000000000000000..72a610a0d61acc22237d6ec3e60644987c9b04d1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_577.txt
@@ -0,0 +1,2 @@
+0 0.572967 0.696596 0.258769 0.259555
+0 0.223627 0.418223 0.304642 0.193687
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_584.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_584.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f40467b4ebbd04fad88c9d80af292d9f55d3ce12
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+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_584.txt
@@ -0,0 +1,15 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_586.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_586.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e3a3c33c17a4c6ce6c1451b7c249fa1177620cf5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_586.txt
@@ -0,0 +1 @@
+0 0.500000 0.782130 1.000000 0.435740
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_592.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_592.txt
new file mode 100644
index 0000000000000000000000000000000000000000..66a6d93527053a53da8d376a2899f1006710cc6a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_592.txt
@@ -0,0 +1,2 @@
+0 0.308088 0.760377 0.294225 0.177275
+0 0.667162 0.642474 0.089300 0.051740
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_596.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_596.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9eccdbafd290781dc438d21566de284fd59c3a32
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_596.txt
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+0 0.311392 0.728595 0.383330 0.310524
+0 0.677080 0.530255 0.432441 0.223013
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_598.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_598.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c72d40c1e34bd91d35881b40cd3757f09c60adfc
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+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_598.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_602.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_602.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bb6a8249941a8b2583f75687245c4e43ca63c080
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_608.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_608.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fdb1bf33aef9a1441815e4097561bdf7a6a62648
--- /dev/null
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_610.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_610.txt
new file mode 100644
index 0000000000000000000000000000000000000000..27e18588ecb7a42de4ddc373def058c93f456f0a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_610.txt
@@ -0,0 +1 @@
+0 0.467677 0.434080 0.788968 0.597264
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_611.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_611.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e4b037ff0d7fdaadbfeaf24a40076b3197106f96
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_611.txt
@@ -0,0 +1,4 @@
+0 0.497856 0.872691 0.212646 0.254618
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_618.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_618.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f9967095939c11aad368b67a875c2595282c499b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_618.txt
@@ -0,0 +1,2 @@
+0 0.236758 0.576716 0.473516 0.621811
+0 0.760613 0.416905 0.478774 0.489162
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_620.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_620.txt
new file mode 100644
index 0000000000000000000000000000000000000000..88826f3bd1c175fbcb20bc174d7e7bdb6a59c444
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_620.txt
@@ -0,0 +1,4 @@
+0 0.847738 0.475191 0.304523 0.079988
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_623.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_623.txt
new file mode 100644
index 0000000000000000000000000000000000000000..199bd92bf2fbe8591d771d9395cdb9ccd93c8168
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_623.txt
@@ -0,0 +1 @@
+0 0.486353 0.752209 0.364125 0.257825
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_624.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_624.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f06925ad4573cc36f7dd27825d5a3e756d8bb9b6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_624.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_626.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_626.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aa91630335c8e4ed46df00af17dc9233e131ec3a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_626.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_630.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_630.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aee4541c3dfaf24c382a9f25a4c5800a342a4f0c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_630.txt
@@ -0,0 +1 @@
+0 0.410806 0.568967 0.399388 0.662617
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_635.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_635.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4c1b654dbf921b61a3b640d9aaaa477e6fb575c1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_635.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_636.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_636.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a1d37e4469bfc2bb3bac88d77ba16f1d7a15c353
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_636.txt
@@ -0,0 +1 @@
+0 0.513130 0.612924 0.519074 0.493657
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_644.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_644.txt
new file mode 100644
index 0000000000000000000000000000000000000000..99669cb284d996befc2f533e885f4f4b15a46079
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+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_644.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_65.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_65.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f7cba3899a9275fdb89d96f26400669f7901f7fa
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_65.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_654.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_654.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0ac0e7cb31f8d90eb9476a836314c0b19bb98337
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_654.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_663.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_663.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9cf693f070416690f197998467e1c96eb7c2655c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_663.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_664.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_664.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2ccd0aea9c1cbfd38b4fc7e16c4cd9384da203be
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_664.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_665.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_665.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0b09bba5602467d5442102a662d7c41d2f75cb38
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_665.txt
@@ -0,0 +1 @@
+0 0.374278 0.400475 0.513444 0.184271
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_666.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_666.txt
new file mode 100644
index 0000000000000000000000000000000000000000..71eaf027fa5d87f75ff019f788fd0bab98105d6f
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+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_666.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_68.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_68.txt
new file mode 100644
index 0000000000000000000000000000000000000000..05d96ae2796dd5803c50cfbda3ce38da4519fc1d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_68.txt
@@ -0,0 +1,8 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_695.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_695.txt
new file mode 100644
index 0000000000000000000000000000000000000000..183da72a1829433715527e3af039538e0c04583b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_695.txt
@@ -0,0 +1,12 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_702.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_702.txt
new file mode 100644
index 0000000000000000000000000000000000000000..875ed926d6458199f175627d96cc34afe62250d6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_702.txt
@@ -0,0 +1 @@
+0 0.407015 0.410462 0.585138 0.259712
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_704.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_704.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9e8b329ca020735fef96d081e7603643de50514b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_704.txt
@@ -0,0 +1 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_705.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_705.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cfd667a0b3c930dbe81d7c7357986ba4fb2fe82f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_705.txt
@@ -0,0 +1 @@
+0 0.493410 0.728031 0.252938 0.186313
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_706.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_706.txt
new file mode 100644
index 0000000000000000000000000000000000000000..87975a6d96915a8f39ba0027148b875c2e831af4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_706.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_707.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_707.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6cc0991aa2454e35cf778eb33f4072d9c0881cc8
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_707.txt
@@ -0,0 +1 @@
+0 0.469652 0.558975 0.939303 0.508115
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_710.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_710.txt
new file mode 100644
index 0000000000000000000000000000000000000000..43838f2bb86ca30ce8efa573a66fc8f64cbbe77f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_710.txt
@@ -0,0 +1,3 @@
+0 0.701420 0.560125 0.150279 0.033877
+0 0.438135 0.651307 0.220196 0.070602
+0 0.394096 0.857093 0.661188 0.222761
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_719.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_719.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5a6de02b82c73ac7884d248006a13155be90863e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_719.txt
@@ -0,0 +1,2 @@
+0 0.664313 0.782808 0.303373 0.379218
+0 0.527327 0.377145 0.097453 0.023436
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_723.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_723.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8dabbf9357795845d99bb846c680aa296dc9e9da
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_723.txt
@@ -0,0 +1,3 @@
+0 0.459837 0.667243 0.727626 0.485379
+0 0.572834 0.121920 0.471246 0.101830
+0 0.497196 0.279308 0.298249 0.134509
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_724.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_724.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a26b5309ac9ecf355ef27cfc9480f480b0c84e76
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_724.txt
@@ -0,0 +1 @@
+0 0.466908 0.589127 0.933817 0.384231
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_730.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_730.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6ba394592a5064d13f6aab0e4e994cf2f756b841
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_730.txt
@@ -0,0 +1,6 @@
+0 0.602200 0.467966 0.168400 0.101448
+0 0.842450 0.735897 0.083033 0.097517
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+0 0.934317 0.628707 0.131367 0.093000
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_732.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_732.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c202a46f2374b29da354388f567feccc4c715135
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_732.txt
@@ -0,0 +1,15 @@
+0 0.228346 0.700793 0.367308 0.395363
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+0 0.529529 0.427000 0.188425 0.146889
+0 0.618983 0.677770 0.188433 0.206178
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_734.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_734.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2140bbea25259327643a513f34f8fea0cdb4e81d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_734.txt
@@ -0,0 +1,2 @@
+0 0.122610 0.414421 0.245220 0.115620
+0 0.641467 0.811178 0.688388 0.334835
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_74.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_74.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a69f96803175f6494995a935b4d72f34582664f9
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_74.txt
@@ -0,0 +1 @@
+0 0.422594 0.613627 0.544713 0.127299
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_742.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_742.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c0d100fcb383297726e18f27a3759c777b58c10b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_742.txt
@@ -0,0 +1 @@
+0 0.500000 0.545711 1.000000 0.472222
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_748.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_748.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7c2ab848637ce2f8ff5839b05e95dc902c9be4fc
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_748.txt
@@ -0,0 +1,4 @@
+0 0.259622 0.459379 0.519245 0.166240
+0 0.894221 0.295489 0.137318 0.037640
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_752.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_752.txt
new file mode 100644
index 0000000000000000000000000000000000000000..37c6e1a3038d718c221dba77d3ccfd54a4413bd8
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_752.txt
@@ -0,0 +1,25 @@
+0 0.345521 0.459264 0.076076 0.032279
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_757.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_757.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5c9509a37cc9c959c324d67e18769093cfa1998a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_757.txt
@@ -0,0 +1 @@
+0 0.540000 0.490275 0.694333 0.612050
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_766.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_766.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1d8025b662117a7050d81e615e11baeef37c564d
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_766.txt
@@ -0,0 +1 @@
+0 0.295855 0.844570 0.251065 0.233725
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_768.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_768.txt
new file mode 100644
index 0000000000000000000000000000000000000000..db813c473310ed39e8208a1983ee01207aee1315
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_768.txt
@@ -0,0 +1,2 @@
+0 0.488291 0.346019 0.078582 0.165455
+0 0.527473 0.751834 0.275673 0.496332
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_770.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_770.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5fc9c2aca001840b795c5346260bf98e46412484
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_770.txt
@@ -0,0 +1,4 @@
+0 0.270040 0.948285 0.245400 0.067751
+0 0.483990 0.959465 0.125740 0.081069
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_773.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_773.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6850a6ccce1705c17824ec3532759167edc240ae
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_773.txt
@@ -0,0 +1 @@
+0 0.354378 0.805476 0.708756 0.219345
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_781.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_781.txt
new file mode 100644
index 0000000000000000000000000000000000000000..981b60cca3b9de228338902bbc5d19ecc4fbd5cb
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+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_781.txt
@@ -0,0 +1 @@
+0 0.478399 0.812080 0.476741 0.375840
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_796.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_796.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9116d98248ed952330a6852bedcaa68b49f27afc
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+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_796.txt
@@ -0,0 +1 @@
+0 0.500000 0.751766 1.000000 0.496467
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_8.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_8.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d065198bb716156823b98bab82dad9593c16228c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_8.txt
@@ -0,0 +1 @@
+0 0.513225 0.512108 0.305725 0.224717
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_805.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_805.txt
new file mode 100644
index 0000000000000000000000000000000000000000..81cd6b66ea6c638c3a5447decb6680ca2c91fca9
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_805.txt
@@ -0,0 +1,6 @@
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_806.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_806.txt
new file mode 100644
index 0000000000000000000000000000000000000000..610937b1e739b5ce0216eefcabdea573b313ab84
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_806.txt
@@ -0,0 +1,3 @@
+0 0.620075 0.892386 0.278090 0.112909
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+0 0.432843 0.557580 0.218015 0.095977
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_807.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_807.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cc2e4e69dc0ca8511e91cccc40761eb7aeb3bf81
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_807.txt
@@ -0,0 +1 @@
+0 0.506282 0.433490 0.612177 0.607024
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_810.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_810.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0cc21137cc079289084221b2c66d92c5a0ff4a4c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_810.txt
@@ -0,0 +1 @@
+0 0.533262 0.563116 0.683287 0.400000
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_816.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_816.txt
new file mode 100644
index 0000000000000000000000000000000000000000..405242828e84f7bc85a2ea19c2a2edd745a66c84
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_816.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_821.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_821.txt
new file mode 100644
index 0000000000000000000000000000000000000000..137225e3f76f10af64aa085d8dc7bcd5fb06e4c5
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_821.txt
@@ -0,0 +1,2 @@
+0 0.762287 0.602033 0.389225 0.120600
+0 0.383100 0.766400 0.333650 0.154133
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_834.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_834.txt
new file mode 100644
index 0000000000000000000000000000000000000000..78246ff3398af06ff4b0f0bba9086ebaddc30ad3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_834.txt
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+0 0.308865 0.172408 0.137791 0.032926
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_841.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_841.txt
new file mode 100644
index 0000000000000000000000000000000000000000..64ec79954e53e2a00d377ab2c25ba858a6b6a5c3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_841.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_842.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_842.txt
new file mode 100644
index 0000000000000000000000000000000000000000..42d2930f082a4a639679dde2938ad511f125340a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_842.txt
@@ -0,0 +1 @@
+0 0.526497 0.450111 0.395811 0.287576
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_846.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_846.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8828f1e5647592f32bb870a3c6015bfb07c02fad
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_846.txt
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_85.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_85.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a3ea9b00bc477f73e1bce3a83dd778ce9f9f2256
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_85.txt
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+0 0.138492 0.379895 0.104484 0.031452
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diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_851.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_851.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c67b60b233805c46e95c294cf7b87a1f891d2c77
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_851.txt
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+0 0.451967 0.606834 0.428390 0.490172
+0 0.723919 0.299212 0.226407 0.042206
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_856.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_856.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5686692bb646d6293e35061fa79837f18f82d8c9
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_856.txt
@@ -0,0 +1,2 @@
+0 0.504853 0.712435 0.275902 0.203043
+0 0.299712 0.447268 0.157663 0.054942
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_864.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_864.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a30d8e1afe9f5edd33005c4d65a657e248110fa1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_864.txt
@@ -0,0 +1,2 @@
+0 0.467788 0.167598 0.168725 0.163640
+0 0.336363 0.689662 0.299775 0.377899
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_866.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_866.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fa089cf7aed744e4b2010904ffa84cb7a480a443
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_866.txt
@@ -0,0 +1,2 @@
+0 0.596852 0.721905 0.261562 0.202894
+0 0.877110 0.475487 0.238696 0.093381
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_877.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_877.txt
new file mode 100644
index 0000000000000000000000000000000000000000..32b67f0b2cec7d250250cc183d7c95148f6e831c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_877.txt
@@ -0,0 +1,2 @@
+0 0.125199 0.057562 0.100631 0.037011
+0 0.258007 0.434180 0.516013 0.198202
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_880.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_880.txt
new file mode 100644
index 0000000000000000000000000000000000000000..22abc8b402ea2433985f932de4408cee426df618
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_880.txt
@@ -0,0 +1,2 @@
+0 0.436121 0.558739 0.333242 0.126074
+0 0.790806 0.684355 0.200742 0.098510
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_891.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_891.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1fecd06d21fadfb46790c89d8c9938572400f59b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_891.txt
@@ -0,0 +1,6 @@
+0 0.064242 0.758200 0.128484 0.065689
+0 0.841112 0.861167 0.317776 0.277667
+0 0.315596 0.523267 0.631193 0.241733
+0 0.422286 0.819056 0.108472 0.070067
+0 0.631807 0.955522 0.192932 0.088956
+0 0.144224 0.946511 0.104919 0.106356
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_9.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_9.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5d21aa371b9d6bea16c89990fc861395a5717dda
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_9.txt
@@ -0,0 +1,20 @@
+0 0.514075 0.851917 0.101300 0.130146
+0 0.476750 0.682597 0.154600 0.137524
+0 0.582213 0.514539 0.068225 0.057524
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+0 0.366700 0.446772 0.074050 0.057524
+0 0.233675 0.394393 0.101000 0.071893
+0 0.145075 0.306553 0.074050 0.046214
+0 0.213925 0.277015 0.057250 0.047621
+0 0.267950 0.223180 0.063650 0.036262
+0 0.347837 0.291238 0.068575 0.048689
+0 0.346000 0.335850 0.056300 0.039272
+0 0.586787 0.388786 0.064775 0.058252
+0 0.721437 0.394782 0.062575 0.066650
+0 0.507238 0.201359 0.096975 0.051262
+0 0.904950 0.126286 0.172400 0.097136
+0 0.746225 0.250218 0.052800 0.036650
+0 0.842738 0.277379 0.039675 0.030680
+0 0.406587 0.127282 0.110575 0.051359
+0 0.590050 0.090170 0.055850 0.029951
+0 0.331800 0.112913 0.039500 0.023204
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_902.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_902.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cfdc8ade642dbbcc7cb05b3f0ad984b4a3849bf3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_902.txt
@@ -0,0 +1 @@
+0 0.569104 0.589034 0.801120 0.821932
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_907.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_907.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0a6a803e4b1a25f2e99f0b11637f27b592d6ad69
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_907.txt
@@ -0,0 +1,27 @@
+0 0.753577 0.327015 0.138049 0.080597
+0 0.271138 0.036239 0.062602 0.020239
+0 0.187610 0.034612 0.063024 0.025104
+0 0.314528 0.013090 0.034488 0.014179
+0 0.398098 0.014448 0.079740 0.027642
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+0 0.229626 0.073045 0.141919 0.036418
+0 0.270512 0.097373 0.141415 0.027642
+0 0.364724 0.119254 0.056569 0.024358
+0 0.174472 0.145552 0.052163 0.016239
+0 0.681992 0.152672 0.040407 0.018597
+0 0.692089 0.189791 0.063041 0.021910
+0 0.780699 0.149597 0.081106 0.027015
+0 0.817488 0.272343 0.069642 0.038836
+0 0.723390 0.233507 0.076244 0.038836
+0 0.980846 0.366821 0.038309 0.065045
+0 0.309187 0.197627 0.052163 0.026299
+0 0.243634 0.207761 0.048114 0.030328
+0 0.333610 0.264358 0.222211 0.065313
+0 0.291740 0.349015 0.052520 0.029672
+0 0.077797 0.305179 0.096244 0.051254
+0 0.182846 0.342269 0.085203 0.059343
+0 0.324683 0.476104 0.318927 0.180687
+0 0.537829 0.614045 0.245935 0.174776
+0 0.369854 0.837134 0.148065 0.201493
+0 0.417382 0.979000 0.085919 0.042000
+0 0.764220 0.969776 0.119724 0.060448
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_919.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_919.txt
new file mode 100644
index 0000000000000000000000000000000000000000..91c0ced70597a09e68034d10051e581caab54d72
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_919.txt
@@ -0,0 +1,12 @@
+0 0.596814 0.152710 0.052489 0.013580
+0 0.289835 0.328910 0.131274 0.059540
+0 0.048591 0.306200 0.097181 0.034360
+0 0.259858 0.621920 0.202204 0.119280
+0 0.256327 0.961540 0.164588 0.076920
+0 0.652564 0.534930 0.694873 0.365100
+0 0.170547 0.243080 0.080075 0.018920
+0 0.212234 0.218350 0.128486 0.019860
+0 0.651357 0.283110 0.106132 0.037220
+0 0.598861 0.244520 0.061199 0.018600
+0 0.516919 0.204900 0.097436 0.026040
+0 0.526012 0.161010 0.090705 0.016660
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_938.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_938.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f54ce77fe8aade4267a3909c99aef6a4b54d9118
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_938.txt
@@ -0,0 +1,9 @@
+0 0.903589 0.420825 0.082412 0.014688
+0 0.402168 0.431006 0.076992 0.017505
+0 0.446680 0.465010 0.267305 0.045714
+0 0.339600 0.490473 0.101543 0.032696
+0 0.464780 0.507606 0.123408 0.048209
+0 0.684272 0.489940 0.076689 0.027243
+0 0.800850 0.517133 0.056855 0.023521
+0 0.693965 0.601187 0.099609 0.066278
+0 0.624805 0.778270 0.724297 0.233803
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_941.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_941.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6357b6032d140ca7d90dfe078ead71dc2838661a
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_941.txt
@@ -0,0 +1,7 @@
+0 0.639663 0.497581 0.047492 0.031312
+0 0.543788 0.721506 0.390242 0.266937
+0 0.883075 0.721519 0.143767 0.052537
+0 0.908154 0.436544 0.139158 0.031763
+0 0.731025 0.437906 0.072300 0.029038
+0 0.075187 0.683725 0.086775 0.061950
+0 0.540587 0.449456 0.044775 0.019562
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_943.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_943.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fc469e1b56db7c92b09fbc913c0b1444cc44c3bf
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_943.txt
@@ -0,0 +1,8 @@
+0 0.508236 0.409744 0.095437 0.033585
+0 0.404369 0.354390 0.136990 0.058976
+0 0.343220 0.256061 0.056699 0.018024
+0 0.745866 0.871280 0.199563 0.178854
+0 0.526602 0.851037 0.089482 0.065146
+0 0.446489 0.716951 0.166472 0.094976
+0 0.619466 0.582500 0.082718 0.045488
+0 0.367670 0.494366 0.053333 0.024927
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_945.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_945.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1460ddb228c3c1ef1508141051cc003c6e89bba6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_945.txt
@@ -0,0 +1 @@
+0 0.642631 0.533066 0.714738 0.892137
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_950.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_950.txt
new file mode 100644
index 0000000000000000000000000000000000000000..11060fb1c6d95029ed0ab9be9a369f8d94a80c90
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_950.txt
@@ -0,0 +1,6 @@
+0 0.347450 0.491489 0.127475 0.052622
+0 0.877975 0.758133 0.244050 0.105867
+0 0.535619 0.586011 0.166287 0.117622
+0 0.789800 0.495322 0.113700 0.046289
+0 0.119637 0.587978 0.095275 0.072933
+0 0.182500 0.467144 0.080750 0.030733
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_951.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_951.txt
new file mode 100644
index 0000000000000000000000000000000000000000..952ac1215b77015499a9b898c17e73e8f5dae47e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_951.txt
@@ -0,0 +1 @@
+0 0.497750 0.526281 0.995500 0.701312
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_958.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_958.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1c8456263e292cc5e6809ef7a51ee73953e9eded
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_958.txt
@@ -0,0 +1 @@
+0 0.439703 0.421379 0.879406 0.585593
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_959.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_959.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a2263a1325f773d9039ed85fb7bc1eb5f3c450e4
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_959.txt
@@ -0,0 +1 @@
+0 0.500000 0.607446 1.000000 0.414427
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_967.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_967.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1fd640f916e3b56fb0e0dfff51b8792aec603c25
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_967.txt
@@ -0,0 +1,6 @@
+0 0.059354 0.194214 0.054401 0.014165
+0 0.540337 0.809314 0.919326 0.371596
+0 0.078755 0.473741 0.157509 0.071621
+0 0.051554 0.343429 0.103109 0.038678
+0 0.032228 0.247581 0.064457 0.013067
+0 0.078979 0.170524 0.068296 0.014713
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_97.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_97.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ef72661886d08c2c95944df368ed61104100293f
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_97.txt
@@ -0,0 +1,2 @@
+0 0.316925 0.849813 0.367975 0.300374
+0 0.465913 0.482065 0.150425 0.052841
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_973.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_973.txt
new file mode 100644
index 0000000000000000000000000000000000000000..083726bf69d9b736e24baa3d132cf9d06b23151b
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_973.txt
@@ -0,0 +1,3 @@
+0 0.105508 0.486793 0.073734 0.050322
+0 0.464828 0.509023 0.127031 0.060759
+0 0.927539 0.424333 0.032422 0.020897
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_975.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_975.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3f8a9ee7cce887718f1d4f252858b93a044e49d6
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_975.txt
@@ -0,0 +1 @@
+0 0.751164 0.711706 0.497672 0.576589
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_976.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_976.txt
new file mode 100644
index 0000000000000000000000000000000000000000..27bbe8ee93c3b8ed48091db8beaeeb2905626367
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_976.txt
@@ -0,0 +1,2 @@
+0 0.496812 0.640422 0.993625 0.491689
+0 0.204687 0.347733 0.310825 0.131111
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_98.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_98.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cb9b0226777d8d5065bac5fbf5a778f0d98dcf84
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_98.txt
@@ -0,0 +1,2 @@
+0 0.489117 0.599450 0.537667 0.338375
+0 0.808900 0.048544 0.375067 0.097088
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_981.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_981.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fbd0dea4e46c851f69d4356a22ff064d83d66c5e
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_981.txt
@@ -0,0 +1 @@
+0 0.916250 0.748008 0.167500 0.228281
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_983.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_983.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0b7597b18c900be95cc56e84424c92ec2a23960c
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_983.txt
@@ -0,0 +1 @@
+0 0.500000 0.607615 1.000000 0.784771
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_984.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_984.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5ee778a7acc58c7d9d257e62c28bbcd0215eb8cf
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_984.txt
@@ -0,0 +1 @@
+0 0.217430 0.367376 0.410203 0.261164
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_987.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_987.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a7d0c14f9a4f56b3beb040fd1306fc0a9ac1d3e3
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_987.txt
@@ -0,0 +1 @@
+0 0.466325 0.606800 0.234150 0.337550
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_990.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_990.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f0ee12fb8bbd36de9e3f031bd5d5ded2bdde9479
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_990.txt
@@ -0,0 +1 @@
+0 0.627075 0.551717 0.442700 0.494300
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_992.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_992.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2425e35daa598d6e19ca147044018b91fcc90142
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_992.txt
@@ -0,0 +1 @@
+0 0.345531 0.803250 0.478646 0.164233
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_994.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_994.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4f9a86a14f06def06017712073e034e9993462e1
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_994.txt
@@ -0,0 +1 @@
+0 0.494367 0.533863 0.509467 0.434125
diff --git a/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_998.txt b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_998.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2541216300913bce179478380b01499f3c332d86
--- /dev/null
+++ b/data/chatbot_service/data/pothole_training/yolov8/valid/labels/pothole_998.txt
@@ -0,0 +1 @@
+0 0.501100 0.492863 0.307150 0.220175
diff --git a/data/chatbot_service/data/qa_pairs/.gitkeep b/data/chatbot_service/data/qa_pairs/.gitkeep
new file mode 100644
index 0000000000000000000000000000000000000000..8b137891791fe96927ad78e64b0aad7bded08bdc
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/.gitkeep
@@ -0,0 +1 @@
+
diff --git a/data/chatbot_service/data/qa_pairs/file-1745432916167-910662924.zip b/data/chatbot_service/data/qa_pairs/file-1745432916167-910662924.zip
new file mode 100644
index 0000000000000000000000000000000000000000..4dc1951a4d5f07676e658b07db738cdd74d86761
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/file-1745432916167-910662924.zip
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f1d05e5328a7309241b28dd94bbb188d6cf23f2600b30b91bf9c187e9a9f2258
+size 46204960
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/.gitignore b/data/chatbot_service/data/qa_pairs/mhqa-main/.gitignore
new file mode 100644
index 0000000000000000000000000000000000000000..ab47253034998c0f188056a673d37b1441c52961
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/.gitignore
@@ -0,0 +1,2 @@
+__pycache__
+*.pyc
\ No newline at end of file
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/bert_evaluate.py b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/bert_evaluate.py
new file mode 100644
index 0000000000000000000000000000000000000000..499330a1043514068d8c13c416738fbbc23a249d
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/bert_evaluate.py
@@ -0,0 +1,95 @@
+import sys
+sys.path.append("..")
+
+import re
+import argparse
+import pandas as pd
+from torch.utils.data import DataLoader, SequentialSampler
+from transformers import AutoTokenizer,AutoModelForMultipleChoice
+import functools
+import torch
+from tqdm import tqdm
+import os
+from pathlib import Path
+from sft.dataset import MCQADataset
+from pprint import pprint
+
+device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
+        
+        
+def process_batch(batch, tokenizer, max_len=32):
+    expanded_batch = []
+    labels = []
+    batch_size = len(batch)
+    num_choices = 4
+    for data_tuple in batch:
+        question,options,label = data_tuple
+        expanded_batch += [[str(question), str(option)] for option in options]
+        labels.append(label)
+    
+    try:
+        tokenized_batch = tokenizer.batch_encode_plus(expanded_batch, truncation=True, padding="max_length", max_length=max_len, return_tensors="pt")
+        input_ids = tokenized_batch["input_ids"].view(batch_size, num_choices, -1)
+        attention_mask = tokenized_batch["attention_mask"].view(batch_size, num_choices, -1)
+        tokenized_batch.update({"input_ids": input_ids, "attention_mask": attention_mask})
+        return tokenized_batch, torch.tensor(labels)
+    except Exception as e:
+        print(e)
+        pprint(expanded_batch)
+        sys.exit(1)
+  
+def create_dataloader(dataset, tokenizer, batch_size, max_len):
+    eval_sampler = SequentialSampler(dataset)
+    model_collate_fn = functools.partial(
+        process_batch,
+        tokenizer=tokenizer,
+        max_len=max_len
+        )
+    test_dataloader = DataLoader(dataset,
+                                batch_size=batch_size,
+                                sampler=eval_sampler,
+                                collate_fn=model_collate_fn, 
+                                num_workers=1)
+    return test_dataloader 
+
+def run_inference(model, dataloader):
+    predictions = []
+    for idx, (inputs, labels) in tqdm(enumerate(dataloader)):
+        for key in inputs.keys():
+            inputs[key] = inputs[key].to(device)
+        with torch.no_grad():
+            outputs = model(**inputs)
+        prediction_idxs = torch.argmax(outputs.logits, axis=1).cpu().detach().numpy()
+        predictions.extend(list(prediction_idxs))
+    return predictions
+
+def evaluate(inference_model, tokenizer, experiment_folder, csv_path, batch_size=32, max_len=192):
+    dataset = MCQADataset(csv_path)
+    dataloader = create_dataloader(dataset, tokenizer, batch_size, max_len)
+    test_df = pd.read_csv(csv_path)
+    test_df.loc[:, "predictions"] = [pred+1 for pred in run_inference(inference_model, dataloader)]
+    test_df.to_csv(os.path.join(experiment_folder,"test_results.csv"),index=False)
+    print(f"Test predictions written to {os.path.join(experiment_folder,'test_results.csv')}")
+
+if __name__ == "__main__":
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--model", default="bert-base-uncased", help="name of the model")
+    parser.add_argument("--csv_path", help="path to the csv file", required=True) 
+    cmd_args = parser.parse_args()
+
+    experiment_name = re.sub(r"[\.|\/|\-]", "_", cmd_args.csv_path)
+    print(f"Evaluating model {cmd_args.model} on {experiment_name}")
+
+    model = cmd_args.model
+    
+    exp_name = Path(f"{model}{experiment_name}".replace("/","_"))
+
+    inference_model = AutoModelForMultipleChoice.from_pretrained(model)
+    tokenizer = AutoTokenizer.from_pretrained(model)
+    inference_model = inference_model.to(device)
+
+    experiment_folder = Path("logs") / exp_name
+    experiment_folder.mkdir(parents=True, exist_ok=True)
+
+    evaluate(inference_model, tokenizer, experiment_folder, cmd_args.csv_path)
+    
\ No newline at end of file
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/fewshot_evaluate.py b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/fewshot_evaluate.py
new file mode 100644
index 0000000000000000000000000000000000000000..571eb2debf2a748e74618ac8debd04c074cb32bb
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/fewshot_evaluate.py
@@ -0,0 +1,177 @@
+import sys
+sys.path.append(".")
+
+from logger import CsvLogger
+import re, argparse
+from pathlib import Path
+from threading import Lock
+from concurrent.futures import ThreadPoolExecutor
+
+import torch
+import pandas as pd
+from tqdm import tqdm
+
+from model import BaseModel, OpenAIGPT, HFApiModel
+
+prompt = """
+You are a highly skilled medical expert tasked with evaluating multiple-choice questions. 
+Your role is to select the single most accurate and contextually correct option from the given choices. 
+Do not favor any option based on its order. Evaluate all options carefully and justify your choice implicitly. 
+
+Learn from these examples to arrive at the right answer:
+
+Example 1:
+Question: What is the relationship between exercise addiction and body dysmorphic disorder in individuals without eating disorder symptomology?
+Options:
+Option1: Positive correlation
+Option2: No relation 
+Option3: Negative correlation
+Option4: Unclear relationship
+
+Justification: Positive correlation – Exercise addiction and body dysmorphic disorder (BDD) both involve an intense preoccupation with physical appearance, making a positive correlation likely.
+Negative correlation – There is no strong evidence suggesting that higher exercise addiction reduces BDD symptoms, so this option is unlikely.
+No relation – Given their shared focus on body image concerns, it is improbable that these conditions are unrelated.
+Unclear relationship – While more research may refine the understanding, existing evidence suggests a clear positive correlation.
+By elimination, the best answer is "Positive correlation," as both conditions often co-occur due to body image preoccupation.
+Correct Option: 1
+
+Example 2:
+Question: Among adolescent users of hallucinogens, which of the following factors is significantly associated with higher rates of considering suicide?
+Options: 
+Option1: Cigarette use
+Option2: Alcohol use
+Option3: Feeling sad and hopeless
+Option4: Physical exercise
+
+Justification: Cigarette use – Linked to risky behaviors but not as directly to suicidal ideation as emotional distress.
+Alcohol use – Associated with impulsivity, but not the strongest predictor of suicidal thoughts.
+Physical exercise – Generally improves mental health and reduces suicide risk, making it the least likely factor.
+Feeling sad and hopeless – A core symptom of depression, strongly correlated with suicidal ideation.
+Thus, "Feeling sad and hopeless" is the most significant factor associated with considering suicide among adolescent hallucinogen users.
+Correct Option: 3
+
+Example 3:
+Question: Which alternative indicator is suggested for assessing the severity of eating disorders beyond the DSM-5 classification?
+Options: 
+Option1: Drive for Thinness
+Option2: Anxiety levels
+Option3: BMI categories
+Option4: Dietary restrictions
+
+Justification:  Drive for Thinness – A well-recognized psychological measure directly linked to eating disorders, representing an intense preoccupation with weight loss. This makes it a strong severity indicator.
+Anxiety levels – While anxiety is commonly associated with eating disorders, it is not a direct measure of their severity. It can be a contributing factor but not a defining indicator.
+BMI categories – BMI is a physical measure used for diagnosis but does not capture the psychological severity of eating disorders. Many individuals with severe eating disorders may not have an extreme BMI.
+Dietary restrictions – Although restrictive eating is a symptom, it varies widely among individuals and does not necessarily indicate severity. Some individuals may engage in restrictive eating without a severe disorder.
+By elimination, Drive for Thinness is the best alternative indicator for assessing the severity of eating disorders.
+Correct Option: 1
+
+Example 4:
+Question: What should targeted suicide prevention strategies focus on to address the link between childhood physical abuse and suicidal behaviors?
+Options: 
+Option1: Increased parental supervision
+Option2: Reduction of youth aggression
+Option3: Enhancing community support
+Option4: Improving educational outcomes
+
+Justification:  Increased parental supervision – While important, it doesn't directly address the emotional and behavioral impacts of abuse, such as aggression.
+Reduction of youth aggression – Directly targets the emotional and behavioral consequences of childhood physical abuse, which can reduce the risk of suicidal behaviors.
+Enhancing community support – Provides secondary support but doesn't directly address the root emotional issues related to childhood abuse.
+Improving educational outcomes – Important for long-term development, but it doesn't directly address the immediate effects of abuse, like aggression and emotional distress.
+By elimination, "Reduction of youth aggression" is the most focused and effective strategy to prevent suicidal behaviors linked to childhood abuse. 
+Correct Option: 2
+
+Output Format:
+Correct Option: <1 or 2 or 3 or 4>
+Justification: <justification for the answer>
+
+Question: {question}
+Options: 
+Option1: {op1}
+Option2: {op2}
+Option3: {op3}
+Option4: {op4}
+
+Respond with Justification first then write the number corresponding to your choice (1 or 2 or 3 or 4) for Correct Option on the next line. 
+Justification: """
+
+csv_lock = Lock()
+
+def extract_answer_justification(s: str):
+    match = re.findall(r"[\W]*Correct Option[\W]*: (\d)", s)
+    correct_option = int(match[-1].strip()) if len(match) > 0 else None 
+    match = re.findall(r"[\W]*Justification[\W]*: (.*)", s)
+    justification = match[-1].strip() if len(match) > 0 else None
+    if justification == '<justification for the answer>': justification = None
+    return (correct_option, justification)
+
+def run_inference(model: BaseModel, df: pd.DataFrame):
+    outputs = []
+    for idx, row in df.iterrows():
+        question = row["question"]
+        options = [row[f"option{i}"] for i in range(1, 5)]
+        new_prompt = prompt.format(question=question, op1=options[0], op2=options[1], op3=options[2], op4=options[3])
+        generated_text = model.generate_text(new_prompt)
+        answer, justification = extract_answer_justification(generated_text)
+        outputs.append([answer, justification, generated_text])
+    return outputs
+
+def evaluate(model, batch, reslog):
+    outputs = run_inference(model, batch)
+    rows = []
+    with csv_lock:
+        for idx, (_, row) in enumerate(batch.iterrows()):
+            rows.append(list(row.values) + outputs[idx])
+        reslog.logrows(rows)
+
+if __name__ == "__main__":
+
+    openai_model_names = [
+        "gpt-4o-mini",
+        "gpt-3.5-turbo",
+        "gpt-4o"
+    ]
+
+    parser = argparse.ArgumentParser(description='Evaluate LLM model on multiple choice questions')
+    parser.add_argument('--model', type=str, required=True, help='Model name w.r.t the service')
+    parser.add_argument("--csv_path", help="path to the csv file", required=True)
+    parser.add_argument("--except_csv_path", help="path to the csv file to exclude", required=False)
+
+    cmd_args = parser.parse_args()
+
+    input_csv_path = Path(cmd_args.csv_path)
+    log_folder_path = Path("./logs_few_shot")
+    log_folder_path.mkdir(parents=True, exist_ok=True)
+    sluggify = re.sub(r"[\.|\/|\-]", "_", cmd_args.csv_path)
+    exp_name = Path(f"{cmd_args.model}_{sluggify}".replace("/","_"))
+    experiment_folder_path = log_folder_path / exp_name
+    experiment_folder_path.mkdir(parents=True, exist_ok=True)
+    device = "cuda" if torch.cuda.is_available() else "cpu"
+
+    if cmd_args.model in openai_model_names:
+        print('Using OPENAI')
+        model = OpenAIGPT(cmd_args.model, device)
+    else: 
+        print("Using HuggingFace")
+        model = HFApiModel(cmd_args.model, device)
+
+    df = pd.read_csv(input_csv_path) 
+    header = list(df.columns)
+
+    if cmd_args.except_csv_path:
+        except_df = pd.read_csv(cmd_args.except_csv_path)
+        df = df[~df["question"].isin(except_df["question"])]
+
+    result_logger = CsvLogger(experiment_folder_path, "test_results", header + ["predictions", "justification", "response"])
+
+    batch_size = 10
+
+    with ThreadPoolExecutor(max_workers=32) as executor:
+        futures = []
+        for i in range(0, len(df), batch_size):
+            batch = df.iloc[i:i+batch_size]
+            futures.append(executor.submit(evaluate, model, batch, result_logger))
+        for future in tqdm(futures):
+            future.result()
+
+
+
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/fewshot_prompt/diagnostic.txt b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/fewshot_prompt/diagnostic.txt
new file mode 100644
index 0000000000000000000000000000000000000000..45b1be9575dc423a8e36e9c0ec2604a744c77264
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/fewshot_prompt/diagnostic.txt
@@ -0,0 +1,79 @@
+You are a highly skilled medical expert tasked with evaluating multiple-choice questions. 
+Your role is to select the single most accurate and contextually correct option from the given choices. 
+Do not favor any option based on its order. Evaluate all options carefully and justify your choice implicitly. 
+
+Learn from the few shot examples shown below for how to arrive at the right answer:
+
+Example 1:
+Question: What are the risk factors associated with nonsuicidal self-injury (NSSI) among undergraduate students?
+Options: 
+Option1: History of bullying 
+Option2: Age at onset
+Option3: Gender
+Option4: Academic performance
+
+Justification: SSI is strongly linked to psychosocial stressors, with history of bullying being a significant predictor due to its impact on emotional regulation and self-esteem.
+Age at onset can indicate susceptibility but is not directly a risk factor for NSSI.
+While gender differences exist in NSSI prevalence (e.g., higher in females), it does not directly cause NSSI.
+Academic performance may contribute to stress but lacks a strong, consistent association with NSSI.
+Comparing these, history of bullying directly contributes to the emotional distress underlying NSSI, making it the correct answer.
+Correct Option: 1
+
+Example 2:
+Question: What type of antipsychotic medication was associated with increased severity of obsessive-compulsive symptoms in patients with schizophrenia?
+Options:
+Option1: Clozapine
+Option2: Risperidone 
+Option3: Aripiprazole
+Option4: Amisulpride
+
+Justification: Clozapine: Known for its efficacy in treatment-resistant schizophrenia, studies have also linked it to worsening obsessive-compulsive symptoms (OCS) in some patients. This association aligns with the question’s focus.
+Risperidone: While effective for managing both schizophrenia and OCS, it is not typically associated with increased OCS severity.
+Aripiprazole: Often used as an adjunct to manage OCS due to its partial agonism at dopamine D2 receptors, it is unlikely to exacerbate OCS.
+Amisulpride: Primarily targets negative symptoms of schizophrenia and does not have a strong link to worsening OCS.
+Clozapine is the correct answer due to its documented association with increased OCS severity in patients with schizophrenia.
+Correct Option: 1
+
+Example 3:
+Question: Which psychological resource was identified as a protective factor against anxiety and depression in caregivers?
+Options: 
+Option1: Coping strategies
+Option2: Sense of coherence
+Option3: Social support networks
+Option4: Resilience training
+
+Justification: Coping strategies: While coping strategies are essential, they focus more on managing stress rather than directly being a protective factor against anxiety and depression.
+Sense of coherence: This is the correct answer. A strong sense of coherence helps individuals understand and manage life's challenges, fostering resilience against mental health issues like anxiety and depression.
+Social support networks: These networks are crucial for emotional support but are more reactive in nature and may not always offer long-term protection against anxiety and depression.
+Resilience training: Although resilience training improves one's ability to cope with adversity, it's less of a foundational protective factor compared to the sense of coherence, which influences overall mental well-being.
+Thus, Sense of coherence stands out as the most comprehensive protective factor.
+Correct Option: 2
+
+Example 4:
+Question: Which alternative indicator is suggested for assessing the severity of eating disorders beyond the DSM-5 classification?
+Options: 
+Option1: Drive for Thinness
+Option2: Anxiety levels
+Option3: BMI categories
+Option4: Dietary restrictions
+
+Justification: Drive for Thinness – A well-recognized psychological measure directly linked to eating disorders, representing an intense preoccupation with weight loss. This makes it a strong severity indicator.
+Anxiety levels – While anxiety is commonly associated with eating disorders, it is not a direct measure of their severity. It can be a contributing factor but not a defining indicator.
+BMI categories – BMI is a physical measure used for diagnosis but does not capture the psychological severity of eating disorders. Many individuals with severe eating disorders may not have an extreme BMI.
+Dietary restrictions – Although restrictive eating is a symptom, it varies widely among individuals and does not necessarily indicate severity. Some individuals may engage in restrictive eating without a severe disorder.
+By elimination, Drive for Thinness is the best alternative indicator for assessing the severity of eating disorders.
+Correct Option: 1
+
+Output Format:
+Justification: <justification for the answer>
+Correct Option: <1 or 2 or 3 or 4>
+
+Question: {question}
+Options: 
+Option1: {op1}
+Option2: {op2}
+Option3: {op3}
+Option4: {op4}
+
+Respond with Justification first then write the number corresponding to your choice (1 or 2 or 3 or 4) for Correct Option on the next line. 
+Justification: 
\ No newline at end of file
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/fewshot_prompt/factoid.txt b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/fewshot_prompt/factoid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3225e2dfacf332f57da583dfd5bf58c8f7065181
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/fewshot_prompt/factoid.txt
@@ -0,0 +1,82 @@
+You are a highly skilled medical expert tasked with evaluating multiple-choice questions. 
+Your role is to select the single most accurate and contextually correct option from the given choices. 
+Do not favor any option based on its order. Evaluate all options carefully and justify your choice implicitly. 
+
+Learn from the few shot examples shown below for how to arrive at the right answer:
+
+Example 1:
+Question: Which pharmacological treatment is indicated by the FDA for the management of fibromyalgia symptoms, particularly in patients with depression?
+Options:
+Option1: Gabapentin
+Option2: Amitriptyline
+Option3: Fluoxetine
+Option4: Sertraline
+
+Justification: Fibromyalgia treatment focuses on managing symptoms like pain and depression. Let's analyze each option:
+Gabapentin – Approved by the FDA for fibromyalgia, Gabapentin is effective in reducing neuropathic pain, a hallmark of the condition.
+Amitriptyline – Though commonly used off-label for fibromyalgia, it is primarily a tricyclic antidepressant with sedative properties rather than an FDA-approved treatment.
+Fluoxetine – As an SSRI, Fluoxetine is primarily indicated for depression and anxiety, but it lacks FDA approval specifically for fibromyalgia treatment.
+Sertraline – Another SSRI, Sertraline is used for depression and anxiety but does not hold FDA approval for fibromyalgia management.
+By process of elimination, Gabapentin is the only option with FDA approval for fibromyalgia symptoms, making it the correct choice.
+Correct Option: 1
+
+Example 2:
+Question: Which group had the highest phosphatidylethanol (PEth) concentrations among recent suicide attempters, patients treated for major depressive disorder, and healthy volunteers?
+Options:
+Option1: Suicide attempters 
+Option2: Patients with major depressive disorder 
+Option3: Healthy volunteers 
+Option4: None of the above
+
+Justification: Phosphatidylethanol (PEth) is a biomarker linked to alcohol consumption, which can be elevated under psychological distress. Let's evaluate each group:
+Healthy volunteers – As they do not have diagnosed mental health conditions, their alcohol consumption is expected to be lower, leading to the lowest PEth levels.
+Patients with major depressive disorder (MDD) – While some individuals with MDD may consume alcohol, usage varies, and PEth levels are not consistently high across this group.
+Suicide attempters – This group experiences significant psychological distress and often turns to higher alcohol consumption, leading to the highest PEth concentrations.
+None of the above – Since one group (suicide attempters) is expected to have the highest levels, this option is incorrect.
+Therefore, suicide attempters are most likely to have the highest PEth concentrations, making them the correct answer.
+Correct Option: 1
+
+Example 3:
+Question: Among adolescent users of hallucinogens, which of the following factors is significantly associated with higher rates of considering suicide?
+Options: 
+Option1: Cigarette use
+Option2: Alcohol use
+Option3: Feeling sad and hopeless
+Option4: Physical exercise
+
+Justification: Cigarette use – Linked to risky behaviors but not as directly to suicidal ideation as emotional distress.
+Alcohol use – Associated with impulsivity, but not the strongest predictor of suicidal thoughts.
+Physical exercise – Generally improves mental health and reduces suicide risk, making it the least likely factor.
+Feeling sad and hopeless – A core symptom of depression, strongly correlated with suicidal ideation.
+Thus, "Feeling sad and hopeless" is the most significant factor associated with considering suicide among adolescent hallucinogen users.
+Correct Option: 3
+
+Example 4:
+Question:What was significantly correlated with actual clinical improvement in patients undergoing deep brain stimulation for obsessive-compulsive disorder? 
+Options: 
+Option1: Predicted Y-BOCS improvement ranks
+Option2: Actual Y-BOCS subsequent scores
+Option3: Changes in medication regimen
+Option4: Patient age at the time of treatment
+
+Justification: Deep brain stimulation (DBS) efficacy for obsessive-compulsive disorder (OCD) is evaluated through measurable clinical outcomes, such as Y-BOCS scores.
+Option 1 (Predicted Y-BOCS improvement ranks): This directly aligns with assessing clinical improvement, as predictions allow for correlating expected and actual outcomes.
+Option 2 (Actual Y-BOCS subsequent scores): While these reflect patient progress, they alone do not correlate with predictive models or improvement ranking.
+Option 3 (Changes in medication regimen): Medication adjustments may occur, but they are not primary indicators of DBS effectiveness.
+Option 4 (Patient age at the time of treatment): Age may influence outcomes but is not a dynamic correlate with clinical improvement.
+Thus, Predicted Y-BOCS improvement ranks is the correct answer, as it establishes a measurable correlation with clinical improvement.
+Correct Option: 1
+
+Output Format:
+Justification: <justification for the answer>
+Correct Option: <1 or 2 or 3 or 4>
+
+Question: {question}
+Options: 
+Option1: {op1}
+Option2: {op2}
+Option3: {op3}
+Option4: {op4}
+
+Respond with Justification first then write the number corresponding to your choice (1 or 2 or 3 or 4) for Correct Option on the next line. 
+Justification: 
\ No newline at end of file
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/fewshot_prompt/final_prompt copy.txt b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/fewshot_prompt/final_prompt copy.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c5e0e9c6414fe40de2af9250d6624328b751eddb
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/fewshot_prompt/final_prompt copy.txt	
@@ -0,0 +1,84 @@
+You are a highly skilled medical expert tasked with evaluating multiple-choice questions. 
+Your role is to select the single most accurate and contextually correct option from the given choices. 
+Do not favor any option based on its order. Evaluate all options carefully and justify your choice implicitly. 
+
+Learn from the few shot examples shown below for how to arrive at the right answer:
+
+Example 1:
+Question: What is the relationship between exercise addiction and body dysmorphic disorder in individuals without eating disorder symptomology?
+Options:
+Option1: Positive correlation
+Option2: No relation 
+Option3: Negative correlation
+Option4: Unclear relationship
+
+Justification: 
+Positive correlation – Exercise addiction and body dysmorphic disorder (BDD) both involve an intense preoccupation with physical appearance, making a positive correlation likely.
+Negative correlation – There is no strong evidence suggesting that higher exercise addiction reduces BDD symptoms, so this option is unlikely.
+No relation – Given their shared focus on body image concerns, it is improbable that these conditions are unrelated.
+Unclear relationship – While more research may refine the understanding, existing evidence suggests a clear positive correlation.
+By elimination, the best answer is "Positive correlation," as both conditions often co-occur due to body image preoccupation.
+Correct Option: 1
+
+Example 2:
+Question: Among adolescent users of hallucinogens, which of the following factors is significantly associated with higher rates of considering suicide?
+Options: 
+Option1: Cigarette use
+Option2: Alcohol use
+Option3: Feeling sad and hopeless
+Option4: Physical exercise
+
+Justification: 
+Cigarette use – Linked to risky behaviors but not as directly to suicidal ideation as emotional distress.
+Alcohol use – Associated with impulsivity, but not the strongest predictor of suicidal thoughts.
+Physical exercise – Generally improves mental health and reduces suicide risk, making it the least likely factor.
+Feeling sad and hopeless – A core symptom of depression, strongly correlated with suicidal ideation.
+Thus, "Feeling sad and hopeless" is the most significant factor associated with considering suicide among adolescent hallucinogen users.
+Correct Option: 3
+
+Example 3:
+Question: Which alternative indicator is suggested for assessing the severity of eating disorders beyond the DSM-5 classification?
+Options: 
+Option1: Drive for Thinness
+Option2: Anxiety levels
+Option3: BMI categories
+Option4: Dietary restrictions
+
+Justification: 
+Drive for Thinness – A well-recognized psychological measure directly linked to eating disorders, representing an intense preoccupation with weight loss. This makes it a strong severity indicator.
+Anxiety levels – While anxiety is commonly associated with eating disorders, it is not a direct measure of their severity. It can be a contributing factor but not a defining indicator.
+BMI categories – BMI is a physical measure used for diagnosis but does not capture the psychological severity of eating disorders. Many individuals with severe eating disorders may not have an extreme BMI.
+Dietary restrictions – Although restrictive eating is a symptom, it varies widely among individuals and does not necessarily indicate severity. Some individuals may engage in restrictive eating without a severe disorder.
+By elimination, Drive for Thinness is the best alternative indicator for assessing the severity of eating disorders.
+Correct Option: 1
+
+Example 4:
+Question: What should targeted suicide prevention strategies focus on to address the link between childhood physical abuse and suicidal behaviors?
+Options: 
+Option1: Increased parental supervision
+Option2: Reduction of youth aggression
+Option3: Enhancing community support
+Option4: Improving educational outcomes
+
+Justification: 
+Increased parental supervision – While important, it doesn't directly address the emotional and behavioral impacts of abuse, such as aggression.
+Reduction of youth aggression – Directly targets the emotional and behavioral consequences of childhood physical abuse, which can reduce the risk of suicidal behaviors.
+Enhancing community support – Provides secondary support but doesn't directly address the root emotional issues related to childhood abuse.
+Improving educational outcomes – Important for long-term development, but it doesn't directly address the immediate effects of abuse, like aggression and emotional distress.
+By elimination, "Reduction of youth aggression" is the most focused and effective strategy to prevent suicidal behaviors linked to childhood abuse. 
+Correct Option: 2
+
+Output Format:
+Justification: <justification for the answer>
+Correct Option: <1 or 2 or 3 or 4>
+
+Question: {question}
+Options: 
+Option1: {op1}
+Option2: {op2}
+Option3: {op3}
+Option4: {op4}
+
+Respond with Justification first then write the number corresponding to your choice (1 or 2 or 3 or 4) for Correct Option on the next line. 
+Justification: <justification>
+Correct Option: <correct option>
\ No newline at end of file
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/fewshot_prompt/final_prompt.txt b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/fewshot_prompt/final_prompt.txt
new file mode 100644
index 0000000000000000000000000000000000000000..251998837e624101f2d408022e68ca094a12c27d
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/fewshot_prompt/final_prompt.txt
@@ -0,0 +1,90 @@
+You are a highly skilled medical expert tasked with evaluating multiple-choice questions. 
+Your role is to select the single most accurate and contextually correct option from the given choices. 
+Do not favor any option based on its order. For justification, follow a step by step chain of thought process. Step 1: Understand the question. Step 2: Analyze each option based on the question. Step 3: Based on the evaluation, conclude which is the best option. Finally output the option number for the correct option.
+
+Learn from the few shot examples shown below for how to arrive at the right answer:
+
+Example 1:
+Question: What is the relationship between exercise addiction and body dysmorphic disorder in individuals without eating disorder symptomology?
+Options:
+Option1: Positive correlation
+Option2: No relation
+Option3: Negative correlation
+Option4: Unclear relationship
+
+Justification:
+Lets think step by step:
+Step 1. Understanding the Question:
+The question asks whether there is a correlation between exercise addiction and body dysmorphic disorder (BDD) in individuals who do not have eating disorder symptoms.
+Step 2. Analyzing Each Option:
+Positive correlation: Since both involve preoccupation with body appearance, individuals with exercise addiction are more likely to have BDD. This suggests a positive relationship between them.
+No relation: Given their shared focus on body concerns, it is unlikely that these conditions are completely unrelated.
+Negative correlation: If exercise addiction helped reduce BDD symptoms, we would expect a negative relationship—but there is no strong evidence for this.
+Unclear relationship: While further research can refine details, current evidence supports a positive correlation rather than complete uncertainty.
+Step 3. Conclusion:
+Since both conditions often co-occur due to their focus on body image, the best-supported answer is:
+(1) Positive correlation.
+
+Correct Option: 1
+
+Example 2:
+Question: Among adolescent users of hallucinogens, which of the following factors is significantly associated with higher rates of considering suicide?
+Options: 
+Option1: Cigarette use
+Option2: Alcohol use
+Option3: Feeling sad and hopeless
+Option4: Physical exercise
+
+Justification:
+Lets think step by step:
+Step 1. Understanding the Question:
+The question asks which factor is most strongly linked to suicidal ideation among adolescents who use hallucinogens.
+Step 2. Analyzing Each Option:
+Cigarette use: Often linked to risky behaviors but not the strongest predictor of suicidal thoughts.
+Alcohol use: Can lead to impulsivity but is not the primary driver of suicidal ideation. Cigarette and alcohol use may increase risky behaviors but are not as strongly linked to suicidal ideation as emotional distress.
+Feeling sad and hopeless: A core symptom of depression, which has a well-established correlation with suicide risk. Feeling sad and hopeless is a key predictor of suicidal thoughts, making it the most significant factor.
+Physical exercise: Generally improves mental health and is linked to lower suicide risk, making it an unlikely factor. Physical exercise is the least likely factor since it reduces suicide risk.
+Step 3. Conclusion:
+Feeling sad and hopeless (3) is the most significant factor associated with considering suicide among adolescent hallucinogen users.
+
+Correct Option: 3
+
+Example 3:
+Question: Which physiological response pattern is observed in patients with disorders characterized by pervasive apprehension and avoidance during a fear elicitation task?
+Options:
+Option1: Diminished startle response
+Option2: Increased heart rate variability
+Option3: Hypervigilance responses
+Option4: Exaggerated startle reflex
+
+Justification:
+Lets think step by step:
+Step1. Understanding the Question:
+The question asks about the physiological response pattern seen in patients with pervasive apprehension and avoidance (e.g., anxiety disorders, PTSD) during a fear elicitation task (a situation designed to provoke fear).
+Step2. Analyzing Each Option:
+Diminished startle response: Patients with chronic apprehension and avoidance often exhibit a blunted physiological reaction to repeated fear stimuli, aligning with research findings.
+Increased heart rate variability: Anxiety-related disorders are more often associated with reduced heart rate variability due to heightened stress responses.
+Hypervigilance responses: While hypervigilance (increased attention to threats) is common in anxiety disorders, it does not specifically describe a physiological startle response. 
+Exaggerated startle reflex: While heightened arousal can occur in some cases (e.g., PTSD), patients with chronic apprehension and avoidance often show reduced startle responses over time.
+Step 3. Conclusion:
+The best answer is (1) Diminished startle response, as patients with persistent fear-related avoidance show a lowered physiological reactivity over time.
+
+Correct Option: 1 
+
+
+Output Format:
+Justification: 
+<Step by step thought process>
+Correct Option: <1 or 2 or 3 or 4>
+
+Question: {question}
+Options: 
+Option1: {op1}
+Option2: {op2}
+Option3: {op3}
+Option4: {op4}
+
+Respond with Justification for step by step thought process first then write the number corresponding to your choice (1 or 2 or 3 or 4) for Correct Option on the next line. 
+Justification: 
+<Step by step thought process>
+Correct Option: <correct option>
\ No newline at end of file
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/fewshot_prompt/preventive.txt b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/fewshot_prompt/preventive.txt
new file mode 100644
index 0000000000000000000000000000000000000000..42af8df4d561f63db11c1fea4b0f86bacc72c04e
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/fewshot_prompt/preventive.txt
@@ -0,0 +1,79 @@
+You are a highly skilled medical expert tasked with evaluating multiple-choice questions. 
+Your role is to select the single most accurate and contextually correct option from the given choices. 
+Do not favor any option based on its order. Evaluate all options carefully and justify your choice implicitly. 
+
+Learn from the few shot examples shown below for how to arrive at the right answer:
+
+Example 1:
+Question: What psychosocial factors may serve as protective elements against suicide attempts in mood disorder patients?
+Options:
+Option1: Higher family support 
+Option2: Lower social media use
+Option3: Increased physical activity
+Option4: Lower stress levels
+
+Justification: Higher family support – Provides emotional stability, a sense of belonging, and crisis support, making it a strong protective factor.
+Lower social media use – While it may reduce negative influences, it is not a direct psychosocial protective factor.
+Increased physical activity – Helps with mental health but is more of a coping mechanism than a core psychosocial factor.
+Lower stress levels – Beneficial but more of an outcome rather than a distinct psychosocial element.
+By elimination, "Higher family support" is the strongest protective factor against suicide attempts.
+Correct Option: 1
+
+Example 2:
+Question: Which injury type is associated with a higher risk of mortality in facial gunshot wound patients?
+Options:
+Option1: Self-inflicted injury 
+Option2: Other-inflicted injury 
+Option3: Mandibular injury
+Option4: Submental injury
+
+Justification: Self-inflicted injury – Often results in more severe, complex complications and higher mortality risk due to potential for deeper, more damaging wounds.
+Other-inflicted injury – While serious, it typically doesn't carry the same high mortality risk as self-inflicted wounds.
+Mandibular injury – Involves fractures, but generally not fatal unless there are severe complications, making it less likely to result in high mortality on its own.
+Submental injury – Though it can complicate airway management, it is typically not directly fatal.
+By elimination, "Self-inflicted injury" is associated with the highest mortality risk due to its severity and complexity.
+Correct Option: 1
+
+Example 3:
+Question: What should targeted suicide prevention strategies focus on to address the link between childhood physical abuse and suicidal behaviors?
+Options: 
+Option1: Increased parental supervision
+Option2: Reduction of youth aggression
+Option3: Enhancing community support
+Option4: Improving educational outcomes
+
+Justification: Increased parental supervision – While important, it doesn't directly address the emotional and behavioral impacts of abuse, such as aggression.
+Reduction of youth aggression – Directly targets the emotional and behavioral consequences of childhood physical abuse, which can reduce the risk of suicidal behaviors.
+Enhancing community support – Provides secondary support but doesn't directly address the root emotional issues related to childhood abuse.
+Improving educational outcomes – Important for long-term development, but it doesn't directly address the immediate effects of abuse, like aggression and emotional distress.
+By elimination, "Reduction of youth aggression" is the most focused and effective strategy to prevent suicidal behaviors linked to childhood abuse. 
+Correct Option: 2
+
+Example 4:
+Question: What type of coping style may lower the likelihood of suicidality among sexual minority individuals?
+Options: 
+Option1: Active coping 
+Option2: Avoidant coping
+Option3: Passive coping
+Option4: Disengaged coping
+
+Justification: Active coping – Involves engaging with stressors and problem-solving, which can reduce suicidality by fostering resilience and emotional regulation.
+Avoidant coping – Involves avoiding stressors, which generally worsens distress and can increase suicidality risk.
+Passive coping – Characterized by passivity and lack of engagement, leading to emotional strain and heightened risk of suicidality.
+Disengaged coping – Involves detachment, preventing individuals from addressing core issues, which can increase the risk of suicidality.
+By elimination, "Active coping" is the most effective in lowering suicidality among sexual minority individuals, as it encourages engagement and resilience.
+Correct Option: 1
+
+Output Format:
+Justification: <justification for the answer>
+Correct Option: <1 or 2 or 3 or 4>
+
+Question: {question}
+Options: 
+Option1: {op1}
+Option2: {op2}
+Option3: {op3}
+Option4: {op4}
+
+Respond with Justification first then write the number corresponding to your choice (1 or 2 or 3 or 4) for Correct Option on the next line. 
+Justification: 
\ No newline at end of file
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/fewshot_prompt/prognostic.txt b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/fewshot_prompt/prognostic.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c5152d4332fe7bb6f6cfbf28dd304503d80f712a
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/fewshot_prompt/prognostic.txt
@@ -0,0 +1,81 @@
+You are a highly skilled medical expert tasked with evaluating multiple-choice questions. 
+Your role is to select the single most accurate and contextually correct option from the given choices. 
+Do not favor any option based on its order. Evaluate all options carefully and justify your choice implicitly. 
+
+Learn from the few shot examples shown below for how to arrive at the right answer:
+
+Example 1:
+Question: What is the relationship between exercise addiction and body dysmorphic disorder in individuals without eating disorder symptomology?
+Options:
+Option1: Positive correlation
+Option2: No relation 
+Option3: Negative correlation
+Option4: Unclear relationship
+
+Justification: Positive correlation – Exercise addiction and body dysmorphic disorder (BDD) both involve an intense preoccupation with physical appearance, making a positive correlation likely.
+Negative correlation – There is no strong evidence suggesting that higher exercise addiction reduces BDD symptoms, so this option is unlikely.
+No relation – Given their shared focus on body image concerns, it is improbable that these conditions are unrelated.
+Unclear relationship – While more research may refine the understanding, existing evidence suggests a clear positive correlation.
+By elimination, the best answer is "Positive correlation," as both conditions often co-occur due to body image preoccupation.
+Correct Option: 1
+
+Example 2:
+Question: How might financial stress during the COVID-19 pandemic impact the likelihood of depression among pregnant women?
+Options:
+Option1: Increased 
+Option2: Decreased 
+Option3: No effect 
+Option4: Variable effect
+
+Justification: To evaluate the impact of financial stress during the COVID-19 pandemic on the likelihood of depression among pregnant women, we consider the following:
+Increased: Financial stress is linked to a higher risk of mental health issues, including depression, particularly during a global crisis like COVID-19. Pregnant women, already dealing with hormonal and emotional changes, may be more vulnerable.
+Decreased: This option is less likely because financial stress tends to exacerbate mental health problems rather than alleviate them.
+No effect: Given the known impact of stress on mental health, it's unlikely that financial strain would have no effect on depression risk.
+Variable effect: While some may experience more resilience, the general trend during the pandemic suggests a higher likelihood of depression due to compounded stressors.
+Thus, Increased is the most accurate answer.
+Correct Option: 1
+
+Example 3:
+Question: How might increased neural reactivity to uncertainty contribute to anxiety disorders?
+Options: 
+Option1: By enhancing relaxation
+Option2: By reducing environmental awareness
+Option3: By heightening emotional responses
+Option4: By promoting cognitive clarity
+
+Justification: The question asks about the role of increased neural reactivity to uncertainty in anxiety disorders.
+"By enhancing relaxation" is incorrect, as increased neural reactivity typically exacerbates stress rather than promoting relaxation.
+"By reducing environmental awareness" doesn’t align with anxiety, which is often linked to hyper-awareness of surroundings, not a reduction.
+"By heightening emotional responses" is the correct answer. Increased neural reactivity leads to heightened sensitivity to uncertainty, triggering stronger emotional reactions, which is a key feature of anxiety disorders.
+"By promoting cognitive clarity" is incorrect, as anxiety is usually associated with cognitive confusion or overthinking, not clarity.
+Thus, heightened emotional responses is the best match with the question.
+Correct Option: 3
+
+Example 4:
+Question: In healthcare workers, how does risk perception of the COVID-19 pandemic correlate with the severity of PTSD symptoms? 
+Options: 
+Option1: Decreased symptoms
+Option2: Unchanged symptoms
+Option3: Increased symptoms
+Option4: No correlation
+
+Justification: Decreased symptoms – Unlikely, as heightened risk perception generally increases stress rather than reducing PTSD symptoms.
+Unchanged symptoms – Contradicts psychological research, as increased fear and stress usually worsen PTSD severity.
+No correlation – Dismisses the well-established link between perceived risk and PTSD symptom severity.
+Increased symptoms – Supported by research, as higher risk perception leads to greater stress and emotional strain, worsening PTSD symptoms.
+By elimination, the correct answer is "Increased symptoms."
+Correct Option: 3
+
+Output Format:
+Justification: <justification for the answer>
+Correct Option: <1 or 2 or 3 or 4>
+
+Question: {question}
+Options: 
+Option1: {op1}
+Option2: {op2}
+Option3: {op3}
+Option4: {op4}
+
+Respond with Justification first then write the number corresponding to your choice (1 or 2 or 3 or 4) for Correct Option on the next line. 
+Justification: 
\ No newline at end of file
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/bert_base_uncased_small.csv b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/bert_base_uncased_small.csv
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--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/bert_base_uncased_small.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:714816f7f994c56bad028a0b789bc8049a57f9c5d51b0d06b5ea12ba6fe3dc18
+size 896201
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/biobert_small.csv b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/biobert_small.csv
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--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/biobert_small.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8f93ab81cc0667e1397845afee66d4a2b8b3e9d752a4b7c759b29946d35f711f
+size 896201
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/gemma_2_9b_it_small.csv b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/gemma_2_9b_it_small.csv
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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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+size 4739206
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/gpt3.5_fewshot.csv b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/gpt3.5_fewshot.csv
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--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/gpt3.5_fewshot.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:435a26e88c42522a7db28bf1308e3d4923b981fd94bcd0c47f92b38a38825bae
+size 28794573
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/gpt4o_fewshot.csv b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/gpt4o_fewshot.csv
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--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/gpt4o_fewshot.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:45ba226b1dafcb3ecd71b61f2edbd381e0da168d7ac199f87c57239ff7c40e27
+size 29215336
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+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/gpt_4o_small.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e19266b6b040d7d62590a1141bc2b2f86f47a4ba12af8dbafafb1c382de1336e
+size 4520861
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/llama3.1_fewshot.csv b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/llama3.1_fewshot.csv
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+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/llama3.1_fewshot.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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+size 32398042
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/llama_3.1_8b_small.csv b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/llama_3.1_8b_small.csv
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+version https://git-lfs.github.com/spec/v1
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+size 10013993
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/llama_3.2_3b_small.csv b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/llama_3.2_3b_small.csv
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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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+size 457717
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/llama_3_8b_instruct_small.csv b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/llama_3_8b_instruct_small.csv
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+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/llama_3_8b_instruct_small.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cda9b5ad9d63901f1968ee7f0aec5aa97516253179f794255ff6868f8b64cba4
+size 6761270
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/mental_bert_small.csv b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/mental_bert_small.csv
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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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+size 896201
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/mental_roberta_base_small.csv b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/mental_roberta_base_small.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dbf5383ebeb0a2e8d4fb9df82db3c1525d9837c7
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/mental_roberta_base_small.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f9275a5aaa0487145049dfe8041459d5325c0e33c4903326324d8018a5e98c1c
+size 25918542
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/pubmed_bert_small.csv b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/pubmed_bert_small.csv
new file mode 100644
index 0000000000000000000000000000000000000000..39918fab6825393d90212af826e78bea8a1feee9
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/pubmed_bert_small.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:caad4b654e6ff84880095facf471482d983cd6d2e6375add23c920a3a760920f
+size 896201
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/robert_base_small.csv b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/robert_base_small.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4cddeaf89ffd58e68c70e2d54b766afae4bec7c9
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/robert_base_small.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da82ceeb84248273713b2057d8d80b865db6f1fb67c84fa85167f2a5684746bb
+size 25918542
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/scibert_small.csv b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/scibert_small.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5828d7bb41d9e3cfc56e33e00c4ee42754c155d3
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/final_results/scibert_small.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8b0625d2fd1211b1447da0326bc373676a3254121a40ad7cb0130f3698b8b77f
+size 896201
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/logger.py b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/logger.py
new file mode 100644
index 0000000000000000000000000000000000000000..040fb5e28dcbca3b665f4d78f34b6061a6f172db
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/logger.py
@@ -0,0 +1,23 @@
+import csv
+from pathlib import Path
+import datetime
+from typing import List
+
+def timestring():
+    return datetime.datetime.now().strftime("%Y%m%d%H%M%S")
+
+class CsvLogger:
+    def __init__(self, dir_path: Path, fileprefix: str, headers: List[str]):
+        self.fileprefix = fileprefix
+        self.file = open(dir_path / f"{fileprefix}_{timestring()}.csv", "w")
+        self.writer = csv.writer(self.file)
+        self.writer.writerow(headers)
+
+    def logrow(self, values: List[str]):
+        self.writer.writerow(values)
+    
+    def logrows(self, values: List[List[str]]):
+        self.writer.writerows(values)
+
+    def close(self):
+        self.file.close()
\ No newline at end of file
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/model.py b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/model.py
new file mode 100644
index 0000000000000000000000000000000000000000..37de4fcdf73cb769e33896e61c5cd3756356df0c
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/model.py
@@ -0,0 +1,107 @@
+from openai import OpenAI
+from transformers import AutoTokenizer, AutoModelForCausalLM
+from groq import Groq
+from dotenv import load_dotenv
+import os
+import requests
+from tenacity import (
+    retry,
+    stop_after_attempt,
+    wait_random_exponential,
+    retry_if_result
+)
+
+load_dotenv()
+
+class BaseModel:
+    def __init__(self, model_name, device):
+        self.device = device
+        self.model_name = model_name
+
+    def generate_text(self, prompt, **kwargs):
+        raise NotImplementedError
+    
+class OpenAIGPT(BaseModel):
+    def __init__(self, model_name, device):
+        super().__init__(model_name, device)
+        self.openai = OpenAI()
+
+    @retry(wait=wait_random_exponential(min=1, max=60), stop=stop_after_attempt(8)) 
+    def generate_text(self, prompt, **kwargs):
+        response = self.openai.chat.completions.create(
+            model=self.model_name,
+            messages=[
+                {"role": "user", "content": prompt}
+            ],
+            max_tokens=1024,
+            stream=False,
+            temperature=0.7,
+        )
+        generated_text = response.choices[0].message.content
+        print(generated_text)
+        return generated_text
+    
+
+class Llama(BaseModel):
+    def __init__(self, model_name, device):
+        super().__init__(model_name, device)
+        self.tokenizer = AutoTokenizer.from_pretrained(model_name)
+        self.tokenizer.pad_token = self.tokenizer.eos_token
+        self.tokenizer.pad_token_id = self.tokenizer.eos_token_id
+        self.model = AutoModelForCausalLM.from_pretrained(model_name).to(device)
+        self.model.generation_config.pad_token_id = self.tokenizer.eos_token_id
+    
+    def generate_text(self, prompt, **kwargs):
+        inputs = self.tokenizer(prompt, return_tensors="pt", padding=True, truncation=True, max_length=1024)
+        inputs = {key: value.to(self.device) for key, value in inputs.items()}
+        outputs = self.model.generate(inputs['input_ids'], attention_mask=inputs['attention_mask'], max_length=1024)
+        generated_text = self.tokenizer.decode(outputs[0], skip_special_tokens=True)
+        return generated_text
+    
+class GroqModel(BaseModel):
+    def __init__(self, model_name, device):
+        super().__init__(model_name, device)
+        self.client = Groq(api_key=os.getenv("GROQ_API_KEY"))
+    def generate_text(self, prompt, **kwargs):
+        response = self.client.chat.completions.create(
+            model=self.model_name,
+            messages=[
+                {
+                    "role": "user",
+                    "content": prompt
+                }
+            ],
+            max_tokens=1024,
+            temperature=0.7,
+        )
+        return response.choices[0].message.content
+
+class HFApiModel(BaseModel):
+    def __init__(self, model_name, device):
+        super().__init__(model_name, device)
+        self.api_url = f"https://api-inference.huggingface.co/models/{self.model_name}"
+        self.api_key = os.getenv("HF_API_KEY")
+    
+    def _try(self, api_key, prompt):
+        headers = {"Authorization": f"Bearer {api_key}"}
+        response = requests.post(
+            self.api_url,
+            headers=headers,
+            json={
+                "inputs": prompt,
+                "options": {"use_cache": True},
+                "parameters": {"max_new_tokens": 512, "temperature": 0.7, "return_full_text": False}
+            }
+        )
+
+        print(response.content)
+
+        if response.status_code == 200:
+            response_data = response.json()
+            if isinstance(response_data, list) and 'generated_text' in response_data[0]:
+                return response_data[0]['generated_text'].strip()
+        return None
+    
+    @retry(wait=wait_random_exponential(min=1, max=60), stop=stop_after_attempt(8), retry=retry_if_result(lambda x: x is None)) 
+    def generate_text(self, prompt, **kwargs):
+        return self._try(self.api_key, prompt)
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/zeroshot_evaluate.py b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/zeroshot_evaluate.py
new file mode 100644
index 0000000000000000000000000000000000000000..122fa620dd07d5917c4285fa76c3eecd8d076570
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/benchmarking/zeroshot_evaluate.py
@@ -0,0 +1,113 @@
+import sys
+sys.path.append(".")
+
+from logger import CsvLogger
+import re, argparse
+from pathlib import Path
+from threading import Lock
+from concurrent.futures import ThreadPoolExecutor
+
+import torch
+import pandas as pd
+from tqdm import tqdm
+
+from model import BaseModel, OpenAIGPT, HFApiModel
+
+prompt = """
+You are a highly skilled medical expert tasked with evaluating multiple-choice questions. 
+Your role is to select the single most accurate and contextually correct option from the given choices. 
+Do not favor any option based on its order. Evaluate all options carefully and justify your choice implicitly.
+
+Output Format:
+Correct Option: <1 or 2 or 3 or 4>
+Justification: <justification for the answer>
+
+Question: {question}
+Options: 
+Option1: {op1}
+Option2: {op2}
+Option3: {op3}
+Option4: {op4}
+
+Respond with the letter corresponding to your choice (1 or 2 or 3 or 4) followed by a justification.
+Correct Option: """
+
+csv_lock = Lock()
+
+def extract_answer_justification(s: str):
+    match = re.findall(r"[\W]*Correct Option[\W]*: (\d)", s)
+    correct_option = int(match[-1].strip()) if len(match) > 0 else None 
+    match = re.findall(r"[\W]*Justification[\W]*: (.*)", s)
+    justification = match[-1].strip() if len(match) > 0 else None
+    if justification == '<justification for the answer>': justification = None
+    return (correct_option, justification)
+
+def run_inference(model: BaseModel, df: pd.DataFrame):
+    outputs = []
+    for idx, row in df.iterrows():
+        question = row["question"]
+        options = [row[f"option{i}"] for i in range(1, 5)]
+        new_prompt = prompt.format(question=question, op1=options[0], op2=options[1], op3=options[2], op4=options[3])
+    
+        generated_text = model.generate_text(new_prompt)
+        print(generated_text)
+        answer, justification = extract_answer_justification(generated_text)
+        outputs.append([answer, justification, generated_text])
+    return outputs
+
+def evaluate(model, batch, reslog):
+    outputs = run_inference(model, batch)
+    print("Len of outputs:", len(outputs))
+    rows = []
+    with csv_lock:
+        for idx, (_, row) in enumerate(batch.iterrows()):
+            rows.append(list(row.values) + outputs[idx])
+        reslog.logrows(rows)
+
+if __name__ == "__main__":
+
+    openai_model_names = [
+        "gpt-4o-mini",
+        "gpt-3.5-turbo",
+        "gpt-4o"
+    ]
+
+    parser = argparse.ArgumentParser(description='Evaluate LLM model on multiple choice questions')
+    parser.add_argument('--model', type=str, required=True, help='Model name w.r.t the service')
+    parser.add_argument("--csv_path", help="path to the csv file", required=True)
+
+    cmd_args = parser.parse_args()
+
+    input_csv_path = Path(cmd_args.csv_path)
+    log_folder_path = Path("./logs")
+    log_folder_path.mkdir(parents=True, exist_ok=True)
+    sluggify = re.sub(r"[\.|\/|\-]", "_", cmd_args.csv_path)
+    exp_name = Path(f"{cmd_args.model}_{sluggify}".replace("/","_"))
+    experiment_folder_path = log_folder_path / exp_name
+    experiment_folder_path.mkdir(parents=True, exist_ok=True)
+    device = "cuda" if torch.cuda.is_available() else "cpu"
+
+    if cmd_args.model in openai_model_names:
+        print("Using OpenAI GPT model")
+        model = OpenAIGPT(cmd_args.model, device)
+    else: 
+        print("Using HuggingFace model")
+        model = HFApiModel(cmd_args.model, device)
+
+    df = pd.read_csv(input_csv_path) 
+    header = list(df.columns)
+
+    result_logger = CsvLogger(experiment_folder_path, "test_results", header + ["predictions", "justification", "response"])
+
+    batch_size = 2
+
+    with ThreadPoolExecutor(max_workers=32) as executor:
+        futures = []
+        for i in range(0, len(df), batch_size):
+            batch = df.iloc[i:i+batch_size]
+            futures.append(executor.submit(evaluate, model, batch, result_logger))
+        for future in tqdm(futures):
+            future.result()
+
+
+
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/datasets/mhqa-b.csv b/data/chatbot_service/data/qa_pairs/mhqa-main/datasets/mhqa-b.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54c3ac54a099c418e04611b724a35dc550264f99
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/datasets/mhqa-b.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7eb2efad16f7f745055473a7a57be98f64d2f1840aec86c71425aec6fbfb9358
+size 16148426
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/datasets/mhqa.csv b/data/chatbot_service/data/qa_pairs/mhqa-main/datasets/mhqa.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2df90e1189e64c31dac9cf6a666979ce00df2de1
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/datasets/mhqa.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:be81b6b78adb2a6468fc51bd710db70ececc4a35ce7780103556b2ff239c8026
+size 704809
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/difficulty_evaluation/data/medmcqa800.csv b/data/chatbot_service/data/qa_pairs/mhqa-main/difficulty_evaluation/data/medmcqa800.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ae63985dc9c9fde6c66dea7cf597faf812f1080c
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/difficulty_evaluation/data/medmcqa800.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4f480e1e4bebbcbc74f2d14b653df5c16cb758e9fb9d0ed515681696edad7552
+size 163474
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/difficulty_evaluation/data/small800.csv b/data/chatbot_service/data/qa_pairs/mhqa-main/difficulty_evaluation/data/small800.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a8ba4c76372be2959480da9d9ecce5c95ce0d0df
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/difficulty_evaluation/data/small800.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2831529535950cbcf08b5c0c5e1dca2c6e3915a1aa5b74723078484f4b74b2a7
+size 224073
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/difficulty_evaluation/final_results/gpt-4o-mini_data_medmcqa800.csv b/data/chatbot_service/data/qa_pairs/mhqa-main/difficulty_evaluation/final_results/gpt-4o-mini_data_medmcqa800.csv
new file mode 100644
index 0000000000000000000000000000000000000000..51a9f6c0c44ac31d766071787776940b4aead8d9
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/difficulty_evaluation/final_results/gpt-4o-mini_data_medmcqa800.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1cbde49e654c229013f102c0950d611fdf08bcc03de952b6788c6bd4dc79906d
+size 1267096
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/difficulty_evaluation/final_results/gpt-4o-mini_data_small800.csv b/data/chatbot_service/data/qa_pairs/mhqa-main/difficulty_evaluation/final_results/gpt-4o-mini_data_small800.csv
new file mode 100644
index 0000000000000000000000000000000000000000..82c35e14a81ba489a89041395f6713b696ce70b1
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/difficulty_evaluation/final_results/gpt-4o-mini_data_small800.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ebc59ddd08228291c913e479de7a38dd8ace091b0127e5671fe948515abec70b
+size 1539989
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/difficulty_evaluation/llm_evaluate.py b/data/chatbot_service/data/qa_pairs/mhqa-main/difficulty_evaluation/llm_evaluate.py
new file mode 100644
index 0000000000000000000000000000000000000000..1651555446a369b18b8749676f379ca570d667b7
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/difficulty_evaluation/llm_evaluate.py
@@ -0,0 +1,182 @@
+import sys
+sys.path.append(".")
+
+from logger import CsvLogger
+import re, argparse
+from pathlib import Path
+from threading import Lock
+from concurrent.futures import ThreadPoolExecutor
+
+from  itertools import zip_longest
+
+import torch
+import pandas as pd
+from tqdm import tqdm
+
+from model import BaseModel, OpenAIGPT, HFApiModel
+
+prompt = """You are a mental health expert tasked with classifying multiple-choice questions (MCQs) based on their difficulty for other mental health professionals.  Classify each given MCQ into one of the following categories: Easy, Medium, or Hard.
+
+Classification Criteria:
+* Easy:
+    * Fact-based recall.
+    * Single-domain, minimal reasoning.
+    * Clear and distinct answer choices.
+    * Limited jargon (if present, it is well-known in the field).
+
+* Medium:
+    * Requires reasoning over multiple facts.
+    * May involve diagnostic criteria (e.g., DSM-5, ICD-11).
+    * Moderate medical jargon (assumes familiarity with standard terminology).
+    * Options may be nuanced (more than one option could seem correct at first glance).
+
+* Hard:
+    * Requires synthesis across multiple domains (biological, psychological, and social factors).
+    * Complex medical terminology and nuanced answer choices (options may contain closely related terms requiring expert differentiation).
+    * Multihop reasoning (the answer is not directly stated in the question; experts must infer it by applying knowledge from different areas).
+    * May involve differential diagnosis or treatment trade-offs (more than one answer might seem plausible, but only one is fully correct).
+
+Input Format:
+
+ID: <Unique Question ID>
+Question: <The question text>
+Options:
+Option1: <Option 1 text>
+Option2: <Option 2 text>
+Option3: <Option 3 text>
+Option4: <Option 4 text>
+
+The output should be in the following format for each question:
+
+ID: <Unique Question ID>
+Question: <The Question text in the output should be exactly the same as the input.>
+Difficulty: <Easy, Medium or Hard>
+
+Learn from this examples:
+Questions:
+ID: 1
+Question: Which neurotransmitter is primarily associated with mood regulation?
+Options:
+Option1: Dopamine
+Option2: Serotonin
+Option3: Glutamate
+Option4: GABA
+
+ID: 2
+Question: A patient with bipolar disorder is experiencing a mixed episode with agitation and psychotic features. Which pharmacological approach is most appropriate for acute stabilization?
+Options:
+Option1: Lithium monotherapy
+Option2: Antidepressant plus a mood stabilizer
+Option3: Atypical antipsychotic plus a mood stabilizer
+Option4: Benzodiazepines alone
+
+Output:
+ID: 1
+Question: Which neurotransmitter is primarily associated with mood regulation?
+Difficulty: Easy
+
+ID: 2
+Question: A patient with bipolar disorder is experiencing a mixed episode with agitation and psychotic features. Which pharmacological approach is most appropriate for acute stabilization?
+Difficulty: Hard
+
+Instructions to the LLM:  
+- Carefully consider the complexity of the question, the required knowledge, and the nuances of the answer choices when classifying the difficulty.  
+- Assume the perspective of a mental health expert.  
+- Output should strictly adhere to the specified format.  
+- Do not provide explanations beyond the difficulty level.  
+- The Question text in the output should be exactly the same as the input.
+- Maintain the order of the questions as they appear in the input.
+
+Read the following questions carefully and assign difficulty level to each question:
+Questions:
+{questions}
+
+Output:
+"""
+
+csv_lock = Lock()
+
+def extract_ids_question_difficulty(s: str):
+    ids = re.findall(r"[\W]*ID[\W]*: (\d+)", s)
+    questions = re.findall(r"[\W]*Question[\W]*: (.*)", s)
+    difficulties = re.findall(r"[\W]*Difficulty[\W]*: (.*)", s)
+    print("\n\nDIFF = ", difficulties)
+    return (ids, questions, difficulties)
+
+def build_prompt(batch):
+    questions = []
+    mcq_template = "ID: {id}\nQuestion: {question}\nOptions:\nOption1: {option1}\nOption2: {option2}\nOption3: {option3}\nOption4: {option4}\n"
+    for idx, (_, row) in enumerate(batch.iterrows()):
+        question = row["question"]
+        options = [row[f"option{i}"] for i in range(1, 5)]
+        mcq = mcq_template.format(id=idx+1, question=question, option1=options[0], option2=options[1], option3=options[2], option4=options[3])
+        questions.append(mcq)
+    return prompt.format(questions="\n".join(questions))
+
+def run_inference(model: BaseModel, df: pd.DataFrame):
+    new_prompt = build_prompt(df)
+    response = model.generate_text(new_prompt)
+    print(response)
+    ids, questions, difficulties = extract_ids_question_difficulty(response)
+    difficulties = [d.strip() for d in difficulties]
+    responses = [response] * len(difficulties)
+    return list(zip_longest(difficulties, responses)), response
+
+def evaluate(model, batch, reslog):
+    outputs, response = run_inference(model, batch)
+    print("Len of outputs:", len(outputs))
+    rows = []
+    for idx, (_, row) in enumerate(batch.iterrows()):
+        if idx >= len(outputs):
+            rows.append(list(row.values) + [None, response])
+        else: 
+            rows.append(list(row.values) + list(outputs[idx]))
+    with csv_lock:
+        reslog.logrows(rows)
+
+if __name__ == "__main__":
+    openai_model_names = [
+        "gpt-4o-mini",
+        "gpt-3.5-turbo",
+        "gpt-4o"
+    ]
+
+    parser = argparse.ArgumentParser(description='Evaluate LLM model on multiple choice questions')
+    parser.add_argument('--model', type=str, required=True, help='Model name w.r.t the service')
+    parser.add_argument("--csv_path", help="path to the csv file", required=True)
+
+    cmd_args = parser.parse_args()
+
+    input_csv_path = Path(cmd_args.csv_path)
+    log_folder_path = Path("./logs")
+    log_folder_path.mkdir(parents=True, exist_ok=True)
+    sluggify = re.sub(r"[\.|\/|\-]", "_", cmd_args.csv_path)
+    exp_name = Path(f"{cmd_args.model}_{sluggify}".replace("/","_"))
+    experiment_folder_path = log_folder_path / exp_name
+    experiment_folder_path.mkdir(parents=True, exist_ok=True)
+    device = "cuda" if torch.cuda.is_available() else "cpu"
+
+    if cmd_args.model in openai_model_names:
+        print("Using OpenAI GPT model")
+        model = OpenAIGPT(cmd_args.model, device)
+    else: 
+        print("Using HuggingFace model")
+        model = HFApiModel(cmd_args.model, device)
+
+    df = pd.read_csv(input_csv_path) 
+    header = list(df.columns)
+
+    result_logger = CsvLogger(experiment_folder_path, "test_results", header + ["difficulty", "response"])
+
+    batch_size = 10
+
+    with ThreadPoolExecutor(max_workers=32) as executor:
+        futures = []
+        for i in range(0, len(df), batch_size):
+            batch = df.iloc[i:i+batch_size]
+            futures.append(executor.submit(evaluate, model, batch, result_logger))
+        for future in tqdm(futures):
+            future.result()
+
+
+
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/difficulty_evaluation/logger.py b/data/chatbot_service/data/qa_pairs/mhqa-main/difficulty_evaluation/logger.py
new file mode 100644
index 0000000000000000000000000000000000000000..040fb5e28dcbca3b665f4d78f34b6061a6f172db
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/difficulty_evaluation/logger.py
@@ -0,0 +1,23 @@
+import csv
+from pathlib import Path
+import datetime
+from typing import List
+
+def timestring():
+    return datetime.datetime.now().strftime("%Y%m%d%H%M%S")
+
+class CsvLogger:
+    def __init__(self, dir_path: Path, fileprefix: str, headers: List[str]):
+        self.fileprefix = fileprefix
+        self.file = open(dir_path / f"{fileprefix}_{timestring()}.csv", "w")
+        self.writer = csv.writer(self.file)
+        self.writer.writerow(headers)
+
+    def logrow(self, values: List[str]):
+        self.writer.writerow(values)
+    
+    def logrows(self, values: List[List[str]]):
+        self.writer.writerows(values)
+
+    def close(self):
+        self.file.close()
\ No newline at end of file
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/difficulty_evaluation/model.py b/data/chatbot_service/data/qa_pairs/mhqa-main/difficulty_evaluation/model.py
new file mode 100644
index 0000000000000000000000000000000000000000..37de4fcdf73cb769e33896e61c5cd3756356df0c
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/difficulty_evaluation/model.py
@@ -0,0 +1,107 @@
+from openai import OpenAI
+from transformers import AutoTokenizer, AutoModelForCausalLM
+from groq import Groq
+from dotenv import load_dotenv
+import os
+import requests
+from tenacity import (
+    retry,
+    stop_after_attempt,
+    wait_random_exponential,
+    retry_if_result
+)
+
+load_dotenv()
+
+class BaseModel:
+    def __init__(self, model_name, device):
+        self.device = device
+        self.model_name = model_name
+
+    def generate_text(self, prompt, **kwargs):
+        raise NotImplementedError
+    
+class OpenAIGPT(BaseModel):
+    def __init__(self, model_name, device):
+        super().__init__(model_name, device)
+        self.openai = OpenAI()
+
+    @retry(wait=wait_random_exponential(min=1, max=60), stop=stop_after_attempt(8)) 
+    def generate_text(self, prompt, **kwargs):
+        response = self.openai.chat.completions.create(
+            model=self.model_name,
+            messages=[
+                {"role": "user", "content": prompt}
+            ],
+            max_tokens=1024,
+            stream=False,
+            temperature=0.7,
+        )
+        generated_text = response.choices[0].message.content
+        print(generated_text)
+        return generated_text
+    
+
+class Llama(BaseModel):
+    def __init__(self, model_name, device):
+        super().__init__(model_name, device)
+        self.tokenizer = AutoTokenizer.from_pretrained(model_name)
+        self.tokenizer.pad_token = self.tokenizer.eos_token
+        self.tokenizer.pad_token_id = self.tokenizer.eos_token_id
+        self.model = AutoModelForCausalLM.from_pretrained(model_name).to(device)
+        self.model.generation_config.pad_token_id = self.tokenizer.eos_token_id
+    
+    def generate_text(self, prompt, **kwargs):
+        inputs = self.tokenizer(prompt, return_tensors="pt", padding=True, truncation=True, max_length=1024)
+        inputs = {key: value.to(self.device) for key, value in inputs.items()}
+        outputs = self.model.generate(inputs['input_ids'], attention_mask=inputs['attention_mask'], max_length=1024)
+        generated_text = self.tokenizer.decode(outputs[0], skip_special_tokens=True)
+        return generated_text
+    
+class GroqModel(BaseModel):
+    def __init__(self, model_name, device):
+        super().__init__(model_name, device)
+        self.client = Groq(api_key=os.getenv("GROQ_API_KEY"))
+    def generate_text(self, prompt, **kwargs):
+        response = self.client.chat.completions.create(
+            model=self.model_name,
+            messages=[
+                {
+                    "role": "user",
+                    "content": prompt
+                }
+            ],
+            max_tokens=1024,
+            temperature=0.7,
+        )
+        return response.choices[0].message.content
+
+class HFApiModel(BaseModel):
+    def __init__(self, model_name, device):
+        super().__init__(model_name, device)
+        self.api_url = f"https://api-inference.huggingface.co/models/{self.model_name}"
+        self.api_key = os.getenv("HF_API_KEY")
+    
+    def _try(self, api_key, prompt):
+        headers = {"Authorization": f"Bearer {api_key}"}
+        response = requests.post(
+            self.api_url,
+            headers=headers,
+            json={
+                "inputs": prompt,
+                "options": {"use_cache": True},
+                "parameters": {"max_new_tokens": 512, "temperature": 0.7, "return_full_text": False}
+            }
+        )
+
+        print(response.content)
+
+        if response.status_code == 200:
+            response_data = response.json()
+            if isinstance(response_data, list) and 'generated_text' in response_data[0]:
+                return response_data[0]['generated_text'].strip()
+        return None
+    
+    @retry(wait=wait_random_exponential(min=1, max=60), stop=stop_after_attempt(8), retry=retry_if_result(lambda x: x is None)) 
+    def generate_text(self, prompt, **kwargs):
+        return self._try(self.api_key, prompt)
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/figures/category_distribution_Diagnostic_percentage.png b/data/chatbot_service/data/qa_pairs/mhqa-main/figures/category_distribution_Diagnostic_percentage.png
new file mode 100644
index 0000000000000000000000000000000000000000..5d2bb83fc80b24062d3a39e63350ac986cac6390
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/figures/category_distribution_Diagnostic_percentage.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:288f5152706c4e2c2a26774c8ec50e98fd05476fdb83b53864c4dccd51829040
+size 213312
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/figures/category_distribution_Factoid_percentage.png b/data/chatbot_service/data/qa_pairs/mhqa-main/figures/category_distribution_Factoid_percentage.png
new file mode 100644
index 0000000000000000000000000000000000000000..b2d675eedcc2f7f0f668515bcfe8f7ab307edaae
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/figures/category_distribution_Factoid_percentage.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d1194885f1563bc5c78d6227ee34ec03d218c1f36b23c59a00710738e86f7e3f
+size 218848
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/figures/category_distribution_Preventive_percentage.png b/data/chatbot_service/data/qa_pairs/mhqa-main/figures/category_distribution_Preventive_percentage.png
new file mode 100644
index 0000000000000000000000000000000000000000..2b38b07454157288abc44733dbe04be74aa0140a
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/figures/category_distribution_Preventive_percentage.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d07760096d4a656cbdd536eeedf81e218b3350dfccef56a92eaaa55ad634c03c
+size 215995
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/figures/category_distribution_Prognostic_percentage.png b/data/chatbot_service/data/qa_pairs/mhqa-main/figures/category_distribution_Prognostic_percentage.png
new file mode 100644
index 0000000000000000000000000000000000000000..07decda44be36d1822401730dde1bcfcfdcdfdf6
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/figures/category_distribution_Prognostic_percentage.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f9653c21c295c33e85ff54080be24ae4384ac315253cd274111d885ae45861b1
+size 219667
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/figures/overall_category_distribution_percentage.png b/data/chatbot_service/data/qa_pairs/mhqa-main/figures/overall_category_distribution_percentage.png
new file mode 100644
index 0000000000000000000000000000000000000000..2ef4486438d9a07f8660c7fa97a364656ffe194c
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/figures/overall_category_distribution_percentage.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d413309791e98beb302ce611763583d8b5873d8bff53ec154115a02dafed19e0
+size 226122
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/figures/questiontype_Vertical.png b/data/chatbot_service/data/qa_pairs/mhqa-main/figures/questiontype_Vertical.png
new file mode 100644
index 0000000000000000000000000000000000000000..e8d8812fab27c7e962e1e89fdb933276d5031f36
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/figures/questiontype_Vertical.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c517990c6d5c04daf3243398964dc1367ba96f2576f81e175b0f205bf2a03b48
+size 544951
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/question_types/categories.csv b/data/chatbot_service/data/qa_pairs/mhqa-main/question_types/categories.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d7b23848add1e987da19c830b1d7edaa1bf06064
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/question_types/categories.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:50992bcaaefccd51d8cb8bd6b6e9a06514466b0c7255da8fd9eaf20b6caf0c61
+size 19401455
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/question_types/get_categories.py b/data/chatbot_service/data/qa_pairs/mhqa-main/question_types/get_categories.py
new file mode 100644
index 0000000000000000000000000000000000000000..ae56af49db818edf95eae5d26731719ee947a3c0
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/question_types/get_categories.py
@@ -0,0 +1,89 @@
+import sys
+sys.path.append(".")
+import datetime
+
+import csv
+import pandas as pd
+from model import OpenAIGPT
+import re
+from tqdm import tqdm
+
+prompt = """For the following questions, identify their general type or category that defines the nature of the question. 
+
+Here are the categories from which you have to choose from:
+- What are the characteristics/features? 
+- How to perform a procedure?
+- What is the prevalence/incidence?
+- Does a factor influence the output?
+- What is the best method/approach?
+- What is the effectiveness of a treatment?
+- What is the relationship between variables?
+- What is the cause/mechanism?
+- None of the above
+
+Output Format for each question:
+ID: <question id>
+Question: <question text>
+Category: <category according to the question type>
+
+Questions:
+{questions}
+
+Output:
+"""
+
+timestring = datetime.datetime.now().strftime("%Y%m%d_%H%M%S")
+model = OpenAIGPT("gpt-4o-mini", 'cuda')
+output_writer = csv.writer(open(f"categories_{timestring}.csv", "w"))
+output_writer.writerow(["question", "category", 'response'])
+
+def extract_categories(response: str):
+    matches = re.findall(r"Category: (.+)", response)
+    return matches
+
+def inference(batch):
+    responses = []
+    questions = []
+    question_template = """
+ID: {id}
+Type: {type}
+Question: {question}
+"""
+    for idx, (_, row) in enumerate(batch.iterrows()):
+        questions.append(question_template.format(id=idx, type=row['type'], question=row['question']))
+    questions_text = "\n".join(questions)
+    new_prompt = prompt.format(questions=questions_text)
+    response = model.generate_text(new_prompt)
+    print(response)
+    categories = extract_categories(response)
+    responses = [response] * len(batch)
+    return categories, responses
+
+def run(batch):
+    categories, responses = inference(batch)
+    for idx, (_, row) in enumerate(batch.iterrows()):
+        category = categories[idx]
+        if idx >= len(categories):
+            category = "N/A"
+        output_writer.writerow([row['question'], category, responses[idx]])
+
+df = pd.read_csv("../datasets/mhqa-b.csv")
+
+samples = df.sample(100, random_state=42)
+batch_size = 50
+types = df.type.unique()
+
+type_to_questions = {t: [] for t in types}
+
+for type in types:
+    typedf = df[df.type == type]
+    type_to_questions[type] = typedf.sample(500, random_state=42)
+
+all_questions = pd.concat([v for v in type_to_questions.values()])
+shuffled_questions = all_questions.sample(frac=1, random_state=42)
+
+for i in tqdm(range(0, len(shuffled_questions), batch_size)):
+    batch = shuffled_questions[i:i+batch_size]
+    run(batch)
+
+
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/question_types/model.py b/data/chatbot_service/data/qa_pairs/mhqa-main/question_types/model.py
new file mode 100644
index 0000000000000000000000000000000000000000..a545c8370829584f45cd4feead1be0bd028bdb22
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/question_types/model.py
@@ -0,0 +1,108 @@
+from openai import OpenAI
+from transformers import AutoTokenizer, AutoModelForCausalLM
+from groq import Groq
+from dotenv import load_dotenv
+import os
+import requests
+from tenacity import (
+    retry,
+    stop_after_attempt,
+    wait_random_exponential,
+    retry_if_result
+)
+
+load_dotenv()
+
+class BaseModel:
+    def __init__(self, model_name, device):
+        self.device = device
+        self.model_name = model_name
+
+    def generate_text(self, prompt, **kwargs):
+        raise NotImplementedError
+    
+class OpenAIGPT(BaseModel):
+    def __init__(self, model_name, device):
+        super().__init__(model_name, device)
+        self.openai = OpenAI(api_key="")
+
+    @retry(wait=wait_random_exponential(min=1, max=60), stop=stop_after_attempt(8)) 
+    def generate_text(self, prompt, **kwargs):
+        response = self.openai.chat.completions.create(
+            model=self.model_name,
+            messages=[
+                {"role": "user", "content": prompt}
+            ],
+            max_tokens=4096,
+            stream=False,
+            temperature=0.7,
+            seed=42,
+        )
+        generated_text = response.choices[0].message.content
+        print(generated_text)
+        return generated_text
+    
+
+class Llama(BaseModel):
+    def __init__(self, model_name, device):
+        super().__init__(model_name, device)
+        self.tokenizer = AutoTokenizer.from_pretrained(model_name)
+        self.tokenizer.pad_token = self.tokenizer.eos_token
+        self.tokenizer.pad_token_id = self.tokenizer.eos_token_id
+        self.model = AutoModelForCausalLM.from_pretrained(model_name).to(device)
+        self.model.generation_config.pad_token_id = self.tokenizer.eos_token_id
+    
+    def generate_text(self, prompt, **kwargs):
+        inputs = self.tokenizer(prompt, return_tensors="pt", padding=True, truncation=True, max_length=1024)
+        inputs = {key: value.to(self.device) for key, value in inputs.items()}
+        outputs = self.model.generate(inputs['input_ids'], attention_mask=inputs['attention_mask'], max_length=1024)
+        generated_text = self.tokenizer.decode(outputs[0], skip_special_tokens=True)
+        return generated_text
+    
+class GroqModel(BaseModel):
+    def __init__(self, model_name, device):
+        super().__init__(model_name, device)
+        self.client = Groq(api_key=os.getenv("GROQ_API_KEY"))
+    def generate_text(self, prompt, **kwargs):
+        response = self.client.chat.completions.create(
+            model=self.model_name,
+            messages=[
+                {
+                    "role": "user",
+                    "content": prompt
+                }
+            ],
+            max_tokens=1024,
+            temperature=0.7,
+        )
+        return response.choices[0].message.content
+
+class HFApiModel(BaseModel):
+    def __init__(self, model_name, device):
+        super().__init__(model_name, device)
+        self.api_url = f"https://api-inference.huggingface.co/models/{self.model_name}"
+        self.api_key = os.getenv("HF_API_KEY")
+    
+    def _try(self, api_key, prompt):
+        headers = {"Authorization": f"Bearer {api_key}"}
+        response = requests.post(
+            self.api_url,
+            headers=headers,
+            json={
+                "inputs": prompt,
+                "options": {"use_cache": True},
+                "parameters": {"max_new_tokens": 512, "temperature": 0.7, "return_full_text": False}
+            }
+        )
+
+        print(response.content)
+
+        if response.status_code == 200:
+            response_data = response.json()
+            if isinstance(response_data, list) and 'generated_text' in response_data[0]:
+                return response_data[0]['generated_text'].strip()
+        return None
+    
+    @retry(wait=wait_random_exponential(min=1, max=60), stop=stop_after_attempt(8), retry=retry_if_result(lambda x: x is None)) 
+    def generate_text(self, prompt, **kwargs):
+        return self._try(self.api_key, prompt)
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/sft/arguments.py b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/arguments.py
new file mode 100644
index 0000000000000000000000000000000000000000..72939e13619b79e86bb8984664343491683c1410
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/arguments.py
@@ -0,0 +1,20 @@
+from dataclasses import dataclass
+
+@dataclass
+class Arguments:
+    train_csv:str
+    test_csv:str 
+    dev_csv:str
+    batch_size:int = 16
+    max_len:int = 192
+    checkpoint_batch_size:int = 32
+    print_freq:int = 100
+    pretrained_model_name:str = "bert-base-uncased"
+    learning_rate:float = 2e-4
+    hidden_dropout_prob:float =0.4
+    hidden_size:int=768
+    num_epochs:int = 5
+    num_choices:int = 4
+    device:str='cuda'
+    gpu='0'
+    use_context:bool=True
\ No newline at end of file
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/sft/dataset.py b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/dataset.py
new file mode 100644
index 0000000000000000000000000000000000000000..c9bb48d9901d8dbb965a55e1f2936968c93595ec
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/dataset.py
@@ -0,0 +1,16 @@
+import pandas as pd
+from torch.utils.data import Dataset
+from pathlib import Path
+
+class MCQADataset(Dataset):
+    def __init__(self, csv_path: Path):
+        self.dataset = pd.read_csv(csv_path)
+    
+    def __len__(self):
+        return len(self.dataset)
+
+    def __getitem__(self, idx):
+        question = self.dataset.loc[idx, 'question']
+        options = self.dataset.loc[idx, ['option1', 'option2', 'option3', 'option4']].values
+        label = int(self.dataset.loc[idx, 'correct_option_number']) - 1
+        return (question, options, label)
\ No newline at end of file
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/sft/dataset/split/test.csv b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/dataset/split/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..16708529658f19b11c4b9d14fded8eb47912539d
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/dataset/split/test.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:29a2ca7e20002df469c1ed33631e120b89df32c7bce3f3f8bb5e10a80436f7d4
+size 1440919
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/sft/dataset/split/train.csv b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/dataset/split/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3836328461fade074db8c9c3cdf1a6e27b046e25
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/dataset/split/train.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4355b8633934f3c46015a9aca499f0c19a6e2b33ccdf653aa4907beaa50f901
+size 25921273
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/sft/dataset/split/val.csv b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/dataset/split/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e4358cc0b2702107184959d5b115913d14f088b3
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/dataset/split/val.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b60b75b05a6b8571caa9fdc7230faaddccedd7b48d4f1f4ed0eca353e559dfb7
+size 1439305
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/sft/evaluate.py b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/evaluate.py
new file mode 100644
index 0000000000000000000000000000000000000000..37e4a74403f9ae8deb885975ce613b0ce47bdd75
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/evaluate.py
@@ -0,0 +1,92 @@
+import functools
+import sys
+sys.path.append(".")
+
+from argparse import ArgumentParser
+from pathlib import Path
+import pandas as pd
+import torch
+from tqdm import tqdm
+from torch.utils.data import DataLoader, SequentialSampler
+from model import MCQAModel
+from dataset import MCQADataset
+from sklearn.metrics import classification_report
+
+
+def process_batch(batch, tokenizer, max_len=32):
+    expanded_batch = []
+    labels = []
+    for data_tuple in batch:
+        question,options,label = data_tuple
+        question_option_pairs = [question+' '+option for option in options]
+        labels.append(label)
+        expanded_batch.extend(question_option_pairs)
+    tokenized_batch = tokenizer.batch_encode_plus(expanded_batch, truncation=True, padding="max_length", max_length=max_len, return_tensors="pt")
+    return tokenized_batch, torch.LongTensor(labels)
+
+def get_dataloader(dataset, tokenizer, args):
+    eval_sampler = SequentialSampler(dataset)
+    model_collate_fn = functools.partial(
+      process_batch,
+      tokenizer=tokenizer,
+      max_len=args['max_len']
+    )
+    test_dataloader = DataLoader(dataset,
+                                batch_size=args['batch_size'],
+                                sampler=eval_sampler,
+                                collate_fn=model_collate_fn, 
+                                num_workers=95)
+    return test_dataloader
+
+def run_inference(model, dataloader, args):
+    predictions = []
+    for idx, (inputs,labels) in tqdm(enumerate(dataloader)):
+        batch_size = len(labels)
+        for key in inputs.keys():
+            inputs[key] = inputs[key].to(args['device'])
+        with torch.no_grad():
+            outputs = model(**inputs)
+        prediction_idxs = torch.argmax(outputs, axis=1).cpu().detach().numpy()
+        predictions.extend(list(prediction_idxs))
+    return predictions
+
+
+if __name__ == "__main__":
+    parser = ArgumentParser()
+    parser.add_argument('--ckpt_path', type=str, required=True)
+    parser.add_argument("--csv_path", type=str, required=True)
+    cmd_args = parser.parse_args()
+
+    ckpt_path = Path(cmd_args.ckpt_path)
+    csv_path = Path(cmd_args.csv_path)
+
+    model = MCQAModel.load_from_checkpoint(ckpt_path)
+    model = model.to("cuda")
+
+    dataset = MCQADataset(cmd_args.csv_path)
+    dataloader = get_dataloader(dataset, model.tokenizer, model.args)
+
+    args = {
+        "batch_size": 32,
+        "max_len": 192,
+        "device": "cuda"
+    }
+
+    logs = Path("./logs")
+    results_path = logs / ckpt_path.parent.stem
+    results_path.mkdir(parents=True, exist_ok=True)
+    df_save_path = results_path / "test_results.csv"
+    report_save_path = results_path / "classification_report.txt"
+
+    df = pd.read_csv(csv_path)
+    df.loc[:, "predictions"] = [pred+1 for pred in run_inference(model, dataloader, args)]
+    df.to_csv(df_save_path, index=False)
+
+    y_true = df["correct_option_number"].astype(int)
+    y_pred = df["predictions"].astype(int)
+    report = classification_report(y_true, y_pred)
+    with open(report_save_path, "w") as f:
+        f.write(str(report))
+
+
+    
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/sft/final_results/bert_base_uncased_sft.csv b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/final_results/bert_base_uncased_sft.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd86f96125bd427d0a517ba6fb982126ce11920f
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/final_results/bert_base_uncased_sft.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0de786e4a6d324dbd861dbc648bbb4bcf89923fec53b966c02e7c9827650aece
+size 25918542
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/sft/final_results/biobert_sft.csv b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/final_results/biobert_sft.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3e519de0ffe4a8a85378427b565bc9124cf5b3ff
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/final_results/biobert_sft.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e36d8cedff79218cc6ff5d65abbc90a6694ecaa39749ff40929491cafdff70e
+size 25918542
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/sft/final_results/mental_bert_base_uncased_sft.csv b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/final_results/mental_bert_base_uncased_sft.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1f1fd32c92d1f6b2fe6b87fd6c846c8b8b6301fe
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/final_results/mental_bert_base_uncased_sft.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:56b273625a643622abc001f51e3d10b7be1dc99cc64bdbb5ea6897c86b792c89
+size 25918542
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/sft/final_results/mental_robert_base_sft.csv b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/final_results/mental_robert_base_sft.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bc68c977508b5d24a7c72e996ca36290f2532a37
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/final_results/mental_robert_base_sft.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2fe7be8e6faec2e357370037e4e5166fe85ba02f906a2fa1b40658196be34b74
+size 25918542
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/sft/final_results/pubmedbert_sft.csv b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/final_results/pubmedbert_sft.csv
new file mode 100644
index 0000000000000000000000000000000000000000..91ef7662774c56a886b37eeb2a30f79c640f509a
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/final_results/pubmedbert_sft.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:adf06826ada1adecb6b19a36e9a863fed274ba329d392fb61e0314cf91f3e588
+size 25918542
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/sft/final_results/robert_base_sft.csv b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/final_results/robert_base_sft.csv
new file mode 100644
index 0000000000000000000000000000000000000000..21a8c5dc0f6ee5dbeaa4437d39d61a43d0fffe65
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/final_results/robert_base_sft.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5c1510f0c2ce3cdbe7b45a7fd7977c9e1f7b328d889ff6c4b75ace4c62e5c65b
+size 25918542
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/sft/model.py b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/model.py
new file mode 100644
index 0000000000000000000000000000000000000000..1f33a5efdddbe4c889eef5311bb75e95192b4312
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/model.py
@@ -0,0 +1,156 @@
+import pytorch_lightning as pl
+from torch.utils.data import SequentialSampler,RandomSampler, DataLoader
+from torch import nn
+import numpy as np
+import math
+import torch
+from torch.optim import AdamW
+from transformers import get_linear_schedule_with_warmup
+from transformers import AutoTokenizer,AutoModel
+import functools
+
+def compute_accuracy(logits, labels):
+  prediction = torch.argmax(logits, axis=-1)
+  correct_predictions = torch.sum(prediction==labels)
+  accuracy = correct_predictions.cpu().detach().numpy()/prediction.size()[0]
+  return accuracy
+
+class MCQAModel(pl.LightningModule):
+  def __init__(self,
+               model_name_or_path,
+               args):
+    
+    super().__init__()
+    self.init_encoder_model(model_name_or_path)
+    self.args = args
+    self.batch_size = self.args['batch_size']
+    self.dropout = nn.Dropout(self.args['hidden_dropout_prob'])
+    self.linear = nn.Linear(self.args['hidden_size'], out_features=1)
+    self.ce_loss = nn.CrossEntropyLoss()
+    self.save_hyperparameters()
+  
+  def init_encoder_model(self,model_name_or_path):
+    self.tokenizer: AutoTokenizer = AutoTokenizer.from_pretrained(model_name_or_path)
+    self.model: AutoModel = AutoModel.from_pretrained(model_name_or_path)
+ 
+  def prepare_dataset(self,train_dataset, val_dataset, test_dataset=None):
+    """
+    helper to set the train and val dataset. Doing it during class initialization
+    causes issues while loading checkpoint as the dataset class needs to be 
+    present for the weights to be loaded.
+    """
+    self.train_dataset = train_dataset
+    self.val_dataset = val_dataset
+    if test_dataset != None:
+        self.test_dataset = test_dataset
+    else:
+        self.test_dataset = val_dataset
+  
+  def forward(self,input_ids,attention_mask,token_type_ids=None):
+    outputs = self.model(input_ids=input_ids,
+                       attention_mask=attention_mask,
+                       token_type_ids=token_type_ids)
+    
+    pooled_output = outputs[1]
+    pooled_output = self.dropout(pooled_output)
+    logits = self.linear(pooled_output)
+    reshaped_logits = logits.view(-1,self.args['num_choices'])
+    return reshaped_logits
+  
+  def training_step(self, batch, batch_idx):
+    inputs, labels = batch
+    for key in inputs:
+      inputs[key] = inputs[key].to(self.args["device"])
+    logits = self(**inputs)
+    loss = self.ce_loss(logits,labels)
+
+    accuracy = compute_accuracy(logits, labels)
+    self.log("train_loss", loss, prog_bar=True, logger=True, on_step=True, on_epoch=True)
+    self.log("train_acc", accuracy, prog_bar=True, logger=True, on_step=True, on_epoch=True)
+    return loss
+  
+  def test_step(self, batch, batch_idx):
+    inputs,labels = batch
+    for key in inputs:
+      inputs[key] = inputs[key].to(self.args["device"])
+    logits = self(**inputs)
+    loss = self.ce_loss(logits,labels)
+
+    accuracy = compute_accuracy(logits, labels)
+    self.log("test_loss", loss, logger=True, on_epoch=True, on_step=True)
+    self.log("test_acc", accuracy, logger=True, on_epoch=True, on_step=True)
+    return loss
+
+  def validation_step(self, batch, batch_idx):
+    inputs, labels = batch
+    for key in inputs:
+      inputs[key] = inputs[key].to(self.args["device"])
+    logits = self(**inputs)
+    loss = self.ce_loss(logits,labels)
+    accuracy = compute_accuracy(logits, labels)
+    self.log("val_loss", loss, prog_bar=True, logger=True, on_step=True, on_epoch=True)
+    self.log("val_acc", accuracy, prog_bar=True, logger=True, on_step=True, on_epoch=True)
+    return loss
+        
+  def configure_optimizers(self):
+    optimizer = AdamW(self.parameters(),lr=self.args['learning_rate'],eps=1e-8)
+    scheduler = get_linear_schedule_with_warmup(
+        optimizer,
+        num_warmup_steps=100,
+        num_training_steps=(self.args['num_epochs'] + 1) * math.ceil(len(self.train_dataset) / self.args['batch_size']),
+    )
+    return [optimizer],[scheduler]
+  
+  def process_batch(self, batch, tokenizer, max_len=32):
+    expanded_batch = []
+    labels = []
+    for data_tuple in batch:
+        question,options,label = data_tuple
+        question_option_pairs = [question+' '+option for option in options]
+        labels.append(label)
+        expanded_batch.extend(question_option_pairs)
+    tokenized_batch = tokenizer.batch_encode_plus(expanded_batch, truncation=True, padding="max_length", max_length=max_len, return_tensors="pt")
+
+    return tokenized_batch, torch.LongTensor(labels)
+  
+  def train_dataloader(self):
+    train_sampler = RandomSampler(self.train_dataset)
+    model_collate_fn = functools.partial(
+      self.process_batch,
+      tokenizer=self.tokenizer,
+      max_len=self.args['max_len']
+    )
+    train_dataloader = DataLoader(self.train_dataset,
+                                batch_size=self.batch_size,
+                                sampler=train_sampler,
+                                collate_fn=model_collate_fn,
+                                num_workers=95)
+    return train_dataloader
+  
+  def val_dataloader(self):
+    eval_sampler = SequentialSampler(self.val_dataset)
+    model_collate_fn = functools.partial(
+      self.process_batch,
+      tokenizer=self.tokenizer,
+      max_len=self.args['max_len']
+    )
+    val_dataloader = DataLoader(self.val_dataset,
+                                batch_size=self.batch_size,
+                                sampler=eval_sampler,
+                                collate_fn=model_collate_fn,
+                                num_workers=95)
+    return val_dataloader
+  
+  def test_dataloader(self):
+    eval_sampler = SequentialSampler(self.test_dataset)
+    model_collate_fn = functools.partial(
+      self.process_batch,
+      tokenizer=self.tokenizer,
+      max_len=self.args['max_len']
+    )
+    test_dataloader = DataLoader(self.test_dataset,
+                                batch_size=self.batch_size,
+                                sampler=eval_sampler,
+                                collate_fn=model_collate_fn, 
+                                num_workers=95)
+    return test_dataloader
\ No newline at end of file
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/sft/scripts/calculate_metrics.py b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/scripts/calculate_metrics.py
new file mode 100644
index 0000000000000000000000000000000000000000..29e5ec1bb5bae00595aa7a3c8367ce0ada4f5e3a
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/scripts/calculate_metrics.py
@@ -0,0 +1,202 @@
+import os
+import pandas as pd
+import numpy as np
+from sklearn.metrics import confusion_matrix, precision_score, recall_score, accuracy_score, f1_score
+import argparse
+
+def calculate_metrics(df):
+    labels = [1, 2, 3, 4]
+    
+    y_true = df["correct_option_number"].tolist()
+    y_pred = df["predictions"].tolist()
+
+    # if y_true and pred differ in size print 
+    if len(y_true) != len(y_pred):
+        print(f"y_true and y_pred differ in size: {len(y_true)} != {len(y_pred)}")
+        print("y_true:", y_true)
+        print("y_pred:", y_pred)
+        return
+
+    print("Unique values in y_true (correct answers):", set(y_true))
+    print("Unique values in y_pred (model predictions):", set(y_pred))
+
+    # Ensure labels exist in y_true before computing metrics
+    if not any(x in labels for x in y_true):
+        raise ValueError(f"No valid labels found in correct_option column. Found values: {set(y_true)}")
+
+    cm = confusion_matrix(y_true, y_pred, labels=labels)
+    print("Confusion Matrix:",'[xlabel: Prediction, ylabel: Ground Truth]\n', cm)
+    
+    correct_predictions = np.trace(cm)  # Sum of diagonal elements
+    total_predictions = np.sum(cm)
+    accuracy = correct_predictions / total_predictions if total_predictions > 0 else 0
+    accuracy2 = accuracy_score(y_true, y_pred)
+    print("Accuracy:", accuracy)
+    print("Accuracy2:", accuracy2)
+
+    with np.errstate(divide="ignore", invalid="ignore"):
+        precision = np.diag(cm) / np.sum(cm, axis=0)
+        precision2 = precision_score(y_true, y_pred, average='macro')
+        print("Precision:", np.mean(precision))
+        print("Precision2:", precision2)
+        recall = np.diag(cm) / np.sum(cm, axis=1)
+        recall2 = recall_score(y_true, y_pred, average='macro')
+        f1 = 2 * (precision * recall) / (precision + recall)
+        f12 = f1_score(y_true, y_pred, average='macro')
+
+        # Handle NaNs
+        precision = np.nan_to_num(precision)
+        recall = np.nan_to_num(recall)
+        f1 = np.nan_to_num(f1)
+
+        print('f1:', np.mean(f1))
+        print('f12:', f12)
+
+    correct_predictions2 = np.sum([1 for i in range(len(y_true)) if y_true[i] == y_pred[i]])
+    total_predictions2 = len(y_true)
+    if correct_predictions2 != correct_predictions:
+        # flag error
+        print(f"Correct predictions differ!!!!!!!!!!!!!!!: {correct_predictions} != {correct_predictions2}")
+    if total_predictions2 != total_predictions:
+        # flag error
+        print(f"Total predictions differ!!!!!!!!!!!!!!!: {total_predictions} != {total_predictions2}")
+    return precision2, recall2, f12, accuracy2, correct_predictions2, total_predictions2
+
+def save_df(df, filename):
+    # first load the contents of the file, then append the new data and save it back
+    if os.path.exists(filename):
+        existing_df = pd.read_csv(filename)
+        df = pd.concat([existing_df, df], ignore_index=True)
+    df.to_csv(filename, index=False)
+
+
+def main():
+    parser = argparse.ArgumentParser(description='Calculate metrics for multiple models')
+    parser.add_argument('--resultFileDirectory', type=str, required=True, help='Directory containing result files')
+    parser.add_argument('--original_data', type=str, required=True, help='Path to the original data file')
+    parser.add_argument('--final_results', type=str, required=True, help='Path to the final results file')
+
+    args = parser.parse_args()
+
+    resultFileDirectory = args.resultFileDirectory
+    original_data = args.original_data
+    final_results = args.final_results
+
+    original = pd.read_csv(original_data)
+
+    # delete file metrics_output.csv if it exists
+    if os.path.exists(final_results):
+        os.remove(final_results)
+
+    for file in os.listdir(resultFileDirectory):
+        # initialize final results dataframe with columns: model, precision, recall, f1, accuracy, total_rows
+        df_results = pd.DataFrame(columns=['model', 'precision', 'recall', 'f1', 'accuracy', 'correct_rows', 'total_rows'])
+
+        if file.endswith('.csv'):
+            resultFile = os.path.join(resultFileDirectory, file)
+            print('Processing Result file:', resultFile)      
+            
+            results = pd.read_csv(resultFile)
+            print('Results shape:', results.shape)
+
+            # Keep only results that exist in the original dataset
+            original["question_cleaned"] = original["question"].str.strip().str.lower()
+            results["question_cleaned"] = results["question"].str.strip().str.lower()
+            valid_results = results[results["question_cleaned"].isin(original["question_cleaned"])].copy()
+            
+            print('Valid results shape:', valid_results.shape)
+
+            # Drop rows where 'predictions' or 'correct_option' are NaN
+            valid_results.dropna(subset=['predictions', 'correct_option_number'], inplace=True)
+            print('Valid results after dropping NaNs:', valid_results.shape)
+
+            # Convert predictions & correct_option to integers
+            valid_results.loc[:, 'predictions'] = valid_results['predictions'].astype(float).astype(int)
+            valid_results.loc[:, 'correct_option_number'] = valid_results['correct_option_number'].astype(int)
+
+            # Filter only valid labels (1, 2, 3, 4)
+            valid_labels = [1, 2, 3, 4]
+            valid_results = valid_results[valid_results['correct_option_number'].isin(valid_labels)]
+            valid_results = valid_results[valid_results['predictions'].isin(valid_labels)]
+            print('Valid results after filtering valid labels:', valid_results.shape)
+
+            print('Predictions dtype:', valid_results['predictions'].dtype)
+            print('Correct option dtype:', valid_results['correct_option_number'].dtype)
+
+            # Compute metrics
+            overall_precision, overall_recall, overall_f1, overall_accuracy, correct_rows, total_rows = calculate_metrics(valid_results)
+
+            print(f"Overall Precision: {overall_precision:.4f}")
+            print(f"Overall Recall: {overall_recall:.4f}")
+            print(f"Overall F1-Score: {overall_f1:.4f}")
+            print(f"Overall Accuracy: {overall_accuracy:.4f}")
+            print(f"Total Correct Predictions: {total_rows}")
+            print("Total Rows:", valid_results.shape[0])
+            print("-" * 25)
+
+            fileName = resultFile.split('/')[-1].split('.csv')[0]
+
+            print('File Name:', fileName)
+            # make dictionary for df_results
+            metrics_dict = pd.DataFrame([{
+                "model": f"{fileName}_overall",
+                "precision": overall_precision,
+                "recall": overall_recall,
+                "f1": overall_f1,
+                "accuracy": overall_accuracy,
+                "correct_rows": correct_rows,
+                "total_rows": total_rows
+            }])
+            df_results = pd.concat([df_results, metrics_dict], ignore_index=True)
+            empty_row = pd.DataFrame([{col: "" for col in df_results.columns}])  # Empty row as a DataFrame
+            df_results = pd.concat([df_results, empty_row], ignore_index=True)
+
+            # calculate_topic_type_metrics(valid_results, "topic")
+            topics = valid_results['topic'].unique()
+            types = valid_results['type'].unique()
+            print('Topics:', topics)
+            print('Types:', types)
+            
+            for topic in topics:
+                topic_results = valid_results[valid_results['topic'] == topic]
+                print(f"Topic: {topic}")
+                print("-" * 25)
+
+                #make dictionary for df_results
+                topic_precision, topic_recall, topic_f1, topic_accuracy, topic_correct_rows, topic_total_rows = calculate_metrics(topic_results)
+                metrics_dict = pd.DataFrame([{
+                    "model": f"{fileName}_topic_{topic}",
+                    "precision": topic_precision,
+                    "recall": topic_recall,
+                    "f1": topic_f1,
+                    "accuracy": topic_accuracy,
+                    "correct_rows": topic_correct_rows,
+                    "total_rows": topic_total_rows
+                }])
+                df_results = pd.concat([df_results, metrics_dict], ignore_index=True)
+                
+            df_results = pd.concat([df_results, empty_row], ignore_index=True)
+            for type_ in types:
+                type_results = valid_results[valid_results['type'] == type_]
+                print(f"Type: {type_}")
+                print("-" * 25)
+                type_precision, type_recall, type_f1, type_accuracy, type_correct_rows, type_total_rows = calculate_metrics(type_results)
+                metrics_dict = pd.DataFrame([{
+                    "model": f"{fileName}_type_{type_}",
+                    "precision": type_precision,
+                    "recall": type_recall,
+                    "f1": type_f1,
+                    "accuracy": type_accuracy,
+                    "correct_rows": type_correct_rows,
+                    "total_rows": type_total_rows
+                }])
+                df_results = pd.concat([df_results, metrics_dict], ignore_index=True)
+
+            print("-" * 50)
+            df_results = pd.concat([df_results, empty_row], ignore_index=True)
+            df_results = pd.concat([df_results, empty_row], ignore_index=True)
+
+            save_df(df_results, final_results)
+
+if __name__ == "__main__":
+    main()
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/sft/scripts/clean.py b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/scripts/clean.py
new file mode 100644
index 0000000000000000000000000000000000000000..0ceb55799a4fe4dcc48576eee79725df3ed3dec3
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/scripts/clean.py
@@ -0,0 +1,11 @@
+import pandas as pd
+from argparse import ArgumentParser
+
+parser = ArgumentParser()
+parser.add_argument("--input_csv", type=str, required=True, help="Path to the input CSV file")
+parser.add_argument("--output_csv", type=str, required=True, help="Path to the output CSV file")
+args = parser.parse_args()
+df = pd.read_csv(args.input_csv)
+df.drop(columns=['as_response', "preethi ma'am response_as",
+       'mg_response', "preethi ma'am response_mg", 'abstract', 'snippet', 'justification', 'decision', 'response'], inplace=True)
+df.to_csv(args.output_csv, index=False)
\ No newline at end of file
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/sft/scripts/shuffle.py b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/scripts/shuffle.py
new file mode 100644
index 0000000000000000000000000000000000000000..b9dcba0f5c6e95555e2af00bff63a80384422a06
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/scripts/shuffle.py
@@ -0,0 +1,49 @@
+import pandas as pd
+import numpy as np
+from tqdm import tqdm
+
+def shuffle_options(df):
+    # Create a copy of the dataframe
+    shuffled_df = df.copy()
+    
+    # For each row
+    for idx in tqdm(range(len(df))):
+        # Get the options as a list
+        options = [df.loc[idx, f'option{i}'] for i in range(1, 5)]
+        correct_num = int(df.loc[idx, 'correct_option_num'].item())
+        correct_answer = options[int(correct_num - 1)]
+        
+        # Shuffle the options
+        np.random.shuffle(options)
+        
+        # Update the options in the shuffled dataframe
+        for i in range(4):
+            shuffled_df.loc[idx, f'option{i+1}'] = options[i]
+        
+        # Find the new position of the correct answer
+        new_correct_num = options.index(correct_answer) + 1
+        shuffled_df.loc[idx, 'correct_option_num'] = new_correct_num
+    
+    return shuffled_df
+
+def main():
+    # Read the input CSV file
+    input_file = 'big_cleaned.csv'  # Change this to your input file path
+    df = pd.read_csv(input_file)
+    
+    # Set random seed for reproducibility
+    np.random.seed(42)
+    
+    # Shuffle the options
+    shuffled_df = shuffle_options(df)
+    
+    # Save the shuffled dataset
+    output_file = 'big_shuffled.csv'  # Change this to your desired output path
+    shuffled_df.to_csv(output_file, index=False)
+    
+    # Print statistics of correct_option_num distribution
+    print("Distribution of correct options after shuffling:")
+    print(shuffled_df['correct_option_num'].value_counts().sort_index())
+
+if __name__ == "__main__":
+    main()
\ No newline at end of file
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/sft/scripts/split.py b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/scripts/split.py
new file mode 100644
index 0000000000000000000000000000000000000000..14d089d05228d452a1f7c0968a5d0d65ca07938a
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/scripts/split.py
@@ -0,0 +1,36 @@
+import pandas as pd
+from sklearn.model_selection import train_test_split
+
+def split_dataset(csv_path, train_size=0.9, val_size=0.5, test_size=0.5, random_state=42):
+    df = pd.read_csv(csv_path)
+    
+    train_df, temp_df = train_test_split(
+        df,
+        train_size=train_size,
+        stratify=df['correct_option_num'],
+        random_state=random_state
+    )
+    
+    val_ratio = val_size / (val_size + test_size)
+    val_df, test_df = train_test_split(
+        temp_df,
+        train_size=val_ratio,
+        stratify=temp_df['correct_option_num'],
+        random_state=random_state
+    )
+    
+    # Save splits to CSV files
+    train_df.to_csv('train.csv', index=False)
+    val_df.to_csv('val.csv', index=False)
+    test_df.to_csv('test.csv', index=False)
+    
+    print(f"Train set size: {len(train_df)}")
+    print(f"Validation set size: {len(val_df)}")
+    print(f"Test set size: {len(test_df)}")
+    
+    return train_df, val_df, test_df
+
+if __name__ == "__main__":
+    # Replace with your CSV file path
+    csv_path = "big_shuffled.csv"
+    train_df, val_df, test_df = split_dataset(csv_path)
\ No newline at end of file
diff --git a/data/chatbot_service/data/qa_pairs/mhqa-main/sft/train.py b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/train.py
new file mode 100644
index 0000000000000000000000000000000000000000..b7f42e313675aee643e8c18aa88e117025acacf1
--- /dev/null
+++ b/data/chatbot_service/data/qa_pairs/mhqa-main/sft/train.py
@@ -0,0 +1,136 @@
+import sys
+sys.path.append(".")
+
+from arguments import Arguments
+from model import MCQAModel
+from dataset import MCQADataset
+from pytorch_lightning.loggers import WandbLogger
+from pytorch_lightning.loggers import CSVLogger
+import pytorch_lightning as pl
+from pytorch_lightning.callbacks import ModelCheckpoint, EarlyStopping
+
+from pytorch_lightning import Trainer
+import torch, os, sys
+import pandas as pd
+from tqdm import tqdm
+import time, argparse
+
+EXPERIMENT_DATASET_FOLDER = "/experiment/dataset"
+WB_PROJECT = "pubmed_dataset_project"
+
+def train(args,
+          exp_dataset_folder,
+          experiment_name,
+          models_folder,
+          version):
+
+    pl.seed_everything(42)
+    
+    EXPERIMENT_FOLDER = os.path.join(models_folder, experiment_name)
+    os.makedirs(EXPERIMENT_FOLDER, exist_ok=True)
+    experiment_string = experiment_name+'-{epoch:02d}-{val_loss:.2f}-{val_acc:.2f}'
+
+    # wb_logger = WandbLogger(project=WB_PROJECT, name=experiment_name, version=version)
+    csv_logger = CSVLogger(models_folder, name=experiment_name, version=version)
+
+    train_dataset = MCQADataset(args.train_csv)
+    test_dataset = MCQADataset(args.test_csv)
+    val_dataset = MCQADataset(args.dev_csv)
+
+    es_callback = EarlyStopping(monitor='val_loss',
+                                    min_delta=0.00,
+                                    patience=2,
+                                    verbose=True,
+                                    mode='min')
+
+    cp_callback = ModelCheckpoint(monitor='val_loss',
+                                  filename=experiment_string,
+                                    dirpath=EXPERIMENT_FOLDER,
+                                    save_top_k=1,
+                                    save_weights_only=True,
+                                    mode='min')
+
+    mcqaModel = MCQAModel(model_name_or_path=args.pretrained_model_name,
+                      args=args.__dict__)
+    
+    mcqaModel.prepare_dataset(train_dataset=train_dataset,
+                              test_dataset=test_dataset,
+                              val_dataset=val_dataset)
+
+    trainer = Trainer(accelerator="auto",
+                    devices="auto",
+                    logger=[csv_logger],
+                    callbacks= [es_callback,cp_callback],
+                    max_epochs=args.num_epochs,
+                    log_every_n_steps=1)
+    
+    trainer.fit(mcqaModel)
+
+    ckpt = [f for f in os.listdir(EXPERIMENT_FOLDER) if f.endswith('.ckpt')]
+
+    inference_model = MCQAModel.load_from_checkpoint(os.path.join(EXPERIMENT_FOLDER, ckpt[0]))
+    inference_model = inference_model.to("cuda")
+    inference_model = inference_model.eval()
+
+    test_results = trainer.test(ckpt_path=os.path.join(EXPERIMENT_FOLDER,ckpt[0]))
+    print('Test results: ', test_results)
+    csv_logger.log_metrics(test_results[0])
+
+    #Persist test dataset predictions
+    test_df = pd.read_csv(args.test_csv)
+    test_df.loc[:, "predictions"] = [pred+1 for pred in run_inference(inference_model,mcqaModel.test_dataloader(), args)]
+    test_df.to_csv(os.path.join(EXPERIMENT_FOLDER,"test_results.csv"),index=False)
+    print(f"Test predictions written to {os.path.join(EXPERIMENT_FOLDER,'test_results.csv')}")
+
+    val_df = pd.read_csv(args.dev_csv)
+    val_df.loc[:,"predictions"] = [pred+1 for pred in run_inference(inference_model,mcqaModel.val_dataloader(),args)]
+    val_df.to_csv(os.path.join(EXPERIMENT_FOLDER,"dev_results.csv"),index=False)
+    print(f"Val predictions written to {os.path.join(EXPERIMENT_FOLDER,'dev_results.csv')}")
+
+    del mcqaModel
+    del inference_model
+    del trainer
+    torch.cuda.empty_cache()
+    
+def run_inference(model, dataloader, args):
+    predictions = []
+    for idx, (inputs,labels) in tqdm(enumerate(dataloader)):
+        batch_size = len(labels)
+        for key in inputs.keys():
+            inputs[key] = inputs[key].to(args.device)
+        with torch.no_grad():
+            outputs = model(**inputs)
+        prediction_idxs = torch.argmax(outputs, axis=1).cpu().detach().numpy()
+        predictions.extend(list(prediction_idxs))
+    return predictions
+
+if __name__ == "__main__":
+    models = ["allenai/scibert_scivocab_uncased", "bert-base-uncased", "FacebookAI/roberta-base", "mental/mental-bert-base-uncased"]
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--model", default="bert-base-uncased", help="name of the model")
+    parser.add_argument("--epoch", default=5, type=int, help="number of epochs")
+    parser.add_argument("--dataset_folder_name", default="./final_dataset/big_splits", help="dataset folder containing train.csv, test.csv, val.csv")
+    cmd_args = parser.parse_args()
+
+    exp_dataset_folder =  cmd_args.dataset_folder_name
+    model = cmd_args.model
+    print(f"Training started for model - {model} variant - {exp_dataset_folder}")
+
+    args = Arguments(train_csv=os.path.join(exp_dataset_folder,"train.csv"),
+                    test_csv=os.path.join(exp_dataset_folder,"test.csv"),
+                    dev_csv=os.path.join(exp_dataset_folder,"val.csv"),
+                    pretrained_model_name=model,
+                    use_context=False,
+                    device="cuda",
+                    num_epochs=int(cmd_args.epoch))
+    
+    exp_name = f"{model}-{os.path.basename(exp_dataset_folder)}".replace("/","_")
+
+    train(args=args,
+        exp_dataset_folder=exp_dataset_folder,
+        experiment_name=exp_name,
+        models_folder="./sft/models",
+        version=exp_name)
+    
+    time.sleep(60)
+
diff --git a/data/chatbot_service/data/roads/.gitkeep b/data/chatbot_service/data/roads/.gitkeep
new file mode 100644
index 0000000000000000000000000000000000000000..8b137891791fe96927ad78e64b0aad7bded08bdc
--- /dev/null
+++ b/data/chatbot_service/data/roads/.gitkeep
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+
diff --git a/data/chatbot_service/data/roads/district_road_length_completed_2019_2023.csv b/data/chatbot_service/data/roads/district_road_length_completed_2019_2023.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c2fcf26a3e384e241594da2998b3557b2a2c5d07
--- /dev/null
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@@ -0,0 +1,3 @@
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+size 1286
diff --git a/data/chatbot_service/data/roads/india_roads_osm-metadata-hotosm_ind_roads_lines_geojson-zip.csv b/data/chatbot_service/data/roads/india_roads_osm-metadata-hotosm_ind_roads_lines_geojson-zip.csv
new file mode 100644
index 0000000000000000000000000000000000000000..87f9268fab9735365cd2233eee59c5e23fcdd96c
--- /dev/null
+++ b/data/chatbot_service/data/roads/india_roads_osm-metadata-hotosm_ind_roads_lines_geojson-zip.csv
@@ -0,0 +1,3 @@
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--- /dev/null
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--- /dev/null
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+size 3673
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new file mode 100644
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--- /dev/null
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+version https://git-lfs.github.com/spec/v1
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+size 2637
diff --git a/notebooks/Accident_EDA_&_Hotspot_Generator_chatbot_service_data_accidents_3.ipynb b/notebooks/Accident_EDA_&_Hotspot_Generator_chatbot_service_data_accidents_3.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..603a6f6f83e393a7729ae95c62ebea44f8f22e35
--- /dev/null
+++ b/notebooks/Accident_EDA_&_Hotspot_Generator_chatbot_service_data_accidents_3.ipynb
@@ -0,0 +1,483 @@
+{
+  "nbformat": 4,
+  "nbformat_minor": 0,
+  "metadata": {
+    "colab": {
+      "provenance": []
+    },
+    "kernelspec": {
+      "name": "python3",
+      "display_name": "Python 3"
+    },
+    "language_info": {
+      "name": "python"
+    }
+  },
+  "cells": [
+    {
+      "cell_type": "code",
+      "source": [
+        "# Cell 0 — Upload Dataset\n",
+        "from google.colab import files\n",
+        "print(\"▶ UPLOAD your accidents CSV dataset NOW:\")\n",
+        "uploaded = files.upload()\n",
+        "filename = list(uploaded.keys())[0]\n",
+        "print(f\"✅ Uploaded {filename}\")\n"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 107
+        },
+        "collapsed": true,
+        "id": "wTQPiBKuOGj6",
+        "outputId": "567b68a9-fb9e-43b3-faae-75d66a415c7e"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "▶ UPLOAD your accidents CSV dataset NOW:\n"
+          ]
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "<IPython.core.display.HTML object>"
+            ],
+            "text/html": [
+              "\n",
+              "     <input type=\"file\" id=\"files-01711289-8cfe-4504-80ed-65a482b6a4c7\" name=\"files[]\" multiple disabled\n",
+              "        style=\"border:none\" />\n",
+              "     <output id=\"result-01711289-8cfe-4504-80ed-65a482b6a4c7\">\n",
+              "      Upload widget is only available when the cell has been executed in the\n",
+              "      current browser session. Please rerun this cell to enable.\n",
+              "      </output>\n",
+              "      <script>// Copyright 2017 Google LLC\n",
+              "//\n",
+              "// Licensed under the Apache License, Version 2.0 (the \"License\");\n",
+              "// you may not use this file except in compliance with the License.\n",
+              "// You may obtain a copy of the License at\n",
+              "//\n",
+              "//      http://www.apache.org/licenses/LICENSE-2.0\n",
+              "//\n",
+              "// Unless required by applicable law or agreed to in writing, software\n",
+              "// distributed under the License is distributed on an \"AS IS\" BASIS,\n",
+              "// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n",
+              "// See the License for the specific language governing permissions and\n",
+              "// limitations under the License.\n",
+              "\n",
+              "/**\n",
+              " * @fileoverview Helpers for google.colab Python module.\n",
+              " */\n",
+              "(function(scope) {\n",
+              "function span(text, styleAttributes = {}) {\n",
+              "  const element = document.createElement('span');\n",
+              "  element.textContent = text;\n",
+              "  for (const key of Object.keys(styleAttributes)) {\n",
+              "    element.style[key] = styleAttributes[key];\n",
+              "  }\n",
+              "  return element;\n",
+              "}\n",
+              "\n",
+              "// Max number of bytes which will be uploaded at a time.\n",
+              "const MAX_PAYLOAD_SIZE = 100 * 1024;\n",
+              "\n",
+              "function _uploadFiles(inputId, outputId) {\n",
+              "  const steps = uploadFilesStep(inputId, outputId);\n",
+              "  const outputElement = document.getElementById(outputId);\n",
+              "  // Cache steps on the outputElement to make it available for the next call\n",
+              "  // to uploadFilesContinue from Python.\n",
+              "  outputElement.steps = steps;\n",
+              "\n",
+              "  return _uploadFilesContinue(outputId);\n",
+              "}\n",
+              "\n",
+              "// This is roughly an async generator (not supported in the browser yet),\n",
+              "// where there are multiple asynchronous steps and the Python side is going\n",
+              "// to poll for completion of each step.\n",
+              "// This uses a Promise to block the python side on completion of each step,\n",
+              "// then passes the result of the previous step as the input to the next step.\n",
+              "function _uploadFilesContinue(outputId) {\n",
+              "  const outputElement = document.getElementById(outputId);\n",
+              "  const steps = outputElement.steps;\n",
+              "\n",
+              "  const next = steps.next(outputElement.lastPromiseValue);\n",
+              "  return Promise.resolve(next.value.promise).then((value) => {\n",
+              "    // Cache the last promise value to make it available to the next\n",
+              "    // step of the generator.\n",
+              "    outputElement.lastPromiseValue = value;\n",
+              "    return next.value.response;\n",
+              "  });\n",
+              "}\n",
+              "\n",
+              "/**\n",
+              " * Generator function which is called between each async step of the upload\n",
+              " * process.\n",
+              " * @param {string} inputId Element ID of the input file picker element.\n",
+              " * @param {string} outputId Element ID of the output display.\n",
+              " * @return {!Iterable<!Object>} Iterable of next steps.\n",
+              " */\n",
+              "function* uploadFilesStep(inputId, outputId) {\n",
+              "  const inputElement = document.getElementById(inputId);\n",
+              "  inputElement.disabled = false;\n",
+              "\n",
+              "  const outputElement = document.getElementById(outputId);\n",
+              "  outputElement.innerHTML = '';\n",
+              "\n",
+              "  const pickedPromise = new Promise((resolve) => {\n",
+              "    inputElement.addEventListener('change', (e) => {\n",
+              "      resolve(e.target.files);\n",
+              "    });\n",
+              "  });\n",
+              "\n",
+              "  const cancel = document.createElement('button');\n",
+              "  inputElement.parentElement.appendChild(cancel);\n",
+              "  cancel.textContent = 'Cancel upload';\n",
+              "  const cancelPromise = new Promise((resolve) => {\n",
+              "    cancel.onclick = () => {\n",
+              "      resolve(null);\n",
+              "    };\n",
+              "  });\n",
+              "\n",
+              "  // Wait for the user to pick the files.\n",
+              "  const files = yield {\n",
+              "    promise: Promise.race([pickedPromise, cancelPromise]),\n",
+              "    response: {\n",
+              "      action: 'starting',\n",
+              "    }\n",
+              "  };\n",
+              "\n",
+              "  cancel.remove();\n",
+              "\n",
+              "  // Disable the input element since further picks are not allowed.\n",
+              "  inputElement.disabled = true;\n",
+              "\n",
+              "  if (!files) {\n",
+              "    return {\n",
+              "      response: {\n",
+              "        action: 'complete',\n",
+              "      }\n",
+              "    };\n",
+              "  }\n",
+              "\n",
+              "  for (const file of files) {\n",
+              "    const li = document.createElement('li');\n",
+              "    li.append(span(file.name, {fontWeight: 'bold'}));\n",
+              "    li.append(span(\n",
+              "        `(${file.type || 'n/a'}) - ${file.size} bytes, ` +\n",
+              "        `last modified: ${\n",
+              "            file.lastModifiedDate ? file.lastModifiedDate.toLocaleDateString() :\n",
+              "                                    'n/a'} - `));\n",
+              "    const percent = span('0% done');\n",
+              "    li.appendChild(percent);\n",
+              "\n",
+              "    outputElement.appendChild(li);\n",
+              "\n",
+              "    const fileDataPromise = new Promise((resolve) => {\n",
+              "      const reader = new FileReader();\n",
+              "      reader.onload = (e) => {\n",
+              "        resolve(e.target.result);\n",
+              "      };\n",
+              "      reader.readAsArrayBuffer(file);\n",
+              "    });\n",
+              "    // Wait for the data to be ready.\n",
+              "    let fileData = yield {\n",
+              "      promise: fileDataPromise,\n",
+              "      response: {\n",
+              "        action: 'continue',\n",
+              "      }\n",
+              "    };\n",
+              "\n",
+              "    // Use a chunked sending to avoid message size limits. See b/62115660.\n",
+              "    let position = 0;\n",
+              "    do {\n",
+              "      const length = Math.min(fileData.byteLength - position, MAX_PAYLOAD_SIZE);\n",
+              "      const chunk = new Uint8Array(fileData, position, length);\n",
+              "      position += length;\n",
+              "\n",
+              "      const base64 = btoa(String.fromCharCode.apply(null, chunk));\n",
+              "      yield {\n",
+              "        response: {\n",
+              "          action: 'append',\n",
+              "          file: file.name,\n",
+              "          data: base64,\n",
+              "        },\n",
+              "      };\n",
+              "\n",
+              "      let percentDone = fileData.byteLength === 0 ?\n",
+              "          100 :\n",
+              "          Math.round((position / fileData.byteLength) * 100);\n",
+              "      percent.textContent = `${percentDone}% done`;\n",
+              "\n",
+              "    } while (position < fileData.byteLength);\n",
+              "  }\n",
+              "\n",
+              "  // All done.\n",
+              "  yield {\n",
+              "    response: {\n",
+              "      action: 'complete',\n",
+              "    }\n",
+              "  };\n",
+              "}\n",
+              "\n",
+              "scope.google = scope.google || {};\n",
+              "scope.google.colab = scope.google.colab || {};\n",
+              "scope.google.colab._files = {\n",
+              "  _uploadFiles,\n",
+              "  _uploadFilesContinue,\n",
+              "};\n",
+              "})(self);\n",
+              "</script> "
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Saving kaggle_india_accidents.csv to kaggle_india_accidents.csv\n",
+            "✅ Uploaded kaggle_india_accidents.csv\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "4HztHudkL-4I",
+        "outputId": "c7c242da-9ff8-43f7-aa30-65260e9e11f6"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stderr",
+          "text": [
+            "/tmp/ipykernel_3268/1948449410.py:3: DtypeWarning: Columns (8,10,28,29) have mixed types. Specify dtype option on import or set low_memory=False.\n",
+            "  df = pd.read_csv(filename)\n"
+          ]
+        },
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Loaded accidents dataset with 1048575 rows.\n"
+          ]
+        }
+      ],
+      "source": [
+        "# Cell 1 — Read baseline datasets\n",
+        "import pandas as pd, json\n",
+        "df = pd.read_csv(filename)\n",
+        "df.columns = df.columns.str.strip().str.lower().str.replace(' ', '_')\n",
+        "print(f\"Loaded accidents dataset with {len(df)} rows.\")\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# Cell 2 — Generate Summary JSON\n",
+        "state_col = next((c for c in df.columns if 'state' in c), None)\n",
+        "acc_col = next((c for c in df.columns if 'accident' in c), df.columns[2])\n",
+        "\n",
+        "summary = { \"national_total\": int(df[acc_col].sum()) }\n",
+        "if state_col:\n",
+        "    by_state = df.groupby(state_col)[acc_col].sum().sort_values(ascending=False).head(10)\n",
+        "    summary['top_states'] = [{'state': s, 'accidents': int(a)} for s, a in by_state.items()]\n",
+        "\n",
+        "with open('accidents_summary.json', 'w') as f:\n",
+        "    json.dump(summary, f, indent=2)\n",
+        "\n",
+        "from google.colab import files\n",
+        "files.download('accidents_summary.json')\n"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 17
+        },
+        "id": "IgLUOAYzQBEv",
+        "outputId": "8edb7410-47fb-40bb-cdc9-7920ce04ab94"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "<IPython.core.display.Javascript object>"
+            ],
+            "application/javascript": [
+              "\n",
+              "    async function download(id, filename, size) {\n",
+              "      if (!google.colab.kernel.accessAllowed) {\n",
+              "        return;\n",
+              "      }\n",
+              "      const div = document.createElement('div');\n",
+              "      const label = document.createElement('label');\n",
+              "      label.textContent = `Downloading \"${filename}\": `;\n",
+              "      div.appendChild(label);\n",
+              "      const progress = document.createElement('progress');\n",
+              "      progress.max = size;\n",
+              "      div.appendChild(progress);\n",
+              "      document.body.appendChild(div);\n",
+              "\n",
+              "      const buffers = [];\n",
+              "      let downloaded = 0;\n",
+              "\n",
+              "      const channel = await google.colab.kernel.comms.open(id);\n",
+              "      // Send a message to notify the kernel that we're ready.\n",
+              "      channel.send({})\n",
+              "\n",
+              "      for await (const message of channel.messages) {\n",
+              "        // Send a message to notify the kernel that we're ready.\n",
+              "        channel.send({})\n",
+              "        if (message.buffers) {\n",
+              "          for (const buffer of message.buffers) {\n",
+              "            buffers.push(buffer);\n",
+              "            downloaded += buffer.byteLength;\n",
+              "            progress.value = downloaded;\n",
+              "          }\n",
+              "        }\n",
+              "      }\n",
+              "      const blob = new Blob(buffers, {type: 'application/binary'});\n",
+              "      const a = document.createElement('a');\n",
+              "      a.href = window.URL.createObjectURL(blob);\n",
+              "      a.download = filename;\n",
+              "      div.appendChild(a);\n",
+              "      a.click();\n",
+              "      div.remove();\n",
+              "    }\n",
+              "  "
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "<IPython.core.display.Javascript object>"
+            ],
+            "application/javascript": [
+              "download(\"download_2b3f12d6-506f-4044-ae13-0e57fca04323\", \"accidents_summary.json\", 34)"
+            ]
+          },
+          "metadata": {}
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# Cell 3 — Process raw GPS tags into hotspot clusters\n",
+        "lat_col = next((c for c in df.columns if 'lat' in c), None)\n",
+        "lon_col = next((c for c in df.columns if 'lon' in c or 'lng' in c), None)\n",
+        "\n",
+        "if lat_col and lon_col:\n",
+        "    df['lat_r'] = df[lat_col].round(2)\n",
+        "    df['lon_r'] = df[lon_col].round(2)\n",
+        "\n",
+        "    hotspots = df.groupby(['lat_r','lon_r']).agg(accident_count=(acc_col, 'sum')).reset_index()\n",
+        "    hotspots = hotspots[hotspots['accident_count'] > 0]\n",
+        "\n",
+        "    hotspots.to_csv('blackspot_seed.csv', index=False)\n",
+        "    print(f\"✅ Generated blackspot_seed.csv with {len(hotspots)} clusters\")\n",
+        "\n",
+        "    files.download('blackspot_seed.csv')\n",
+        "else:\n",
+        "    print(\"⚠️ No Latitude/Longitude column found in dataset, skipping cluster generation.\")\n"
+      ],
+      "metadata": {
+        "id": "m_EfTgwrQKqn",
+        "outputId": "8bbe7036-74e1-4b45-87af-c7991f50a72a",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 34
+        }
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "✅ Generated blackspot_seed.csv with 4134 clusters\n"
+          ]
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "<IPython.core.display.Javascript object>"
+            ],
+            "application/javascript": [
+              "\n",
+              "    async function download(id, filename, size) {\n",
+              "      if (!google.colab.kernel.accessAllowed) {\n",
+              "        return;\n",
+              "      }\n",
+              "      const div = document.createElement('div');\n",
+              "      const label = document.createElement('label');\n",
+              "      label.textContent = `Downloading \"${filename}\": `;\n",
+              "      div.appendChild(label);\n",
+              "      const progress = document.createElement('progress');\n",
+              "      progress.max = size;\n",
+              "      div.appendChild(progress);\n",
+              "      document.body.appendChild(div);\n",
+              "\n",
+              "      const buffers = [];\n",
+              "      let downloaded = 0;\n",
+              "\n",
+              "      const channel = await google.colab.kernel.comms.open(id);\n",
+              "      // Send a message to notify the kernel that we're ready.\n",
+              "      channel.send({})\n",
+              "\n",
+              "      for await (const message of channel.messages) {\n",
+              "        // Send a message to notify the kernel that we're ready.\n",
+              "        channel.send({})\n",
+              "        if (message.buffers) {\n",
+              "          for (const buffer of message.buffers) {\n",
+              "            buffers.push(buffer);\n",
+              "            downloaded += buffer.byteLength;\n",
+              "            progress.value = downloaded;\n",
+              "          }\n",
+              "        }\n",
+              "      }\n",
+              "      const blob = new Blob(buffers, {type: 'application/binary'});\n",
+              "      const a = document.createElement('a');\n",
+              "      a.href = window.URL.createObjectURL(blob);\n",
+              "      a.download = filename;\n",
+              "      div.appendChild(a);\n",
+              "      a.click();\n",
+              "      div.remove();\n",
+              "    }\n",
+              "  "
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "<IPython.core.display.Javascript object>"
+            ],
+            "application/javascript": [
+              "download(\"download_62de5a95-9cc1-4094-b715-fd75a0df45d2\", \"blackspot_seed.csv\", 84624)"
+            ]
+          },
+          "metadata": {}
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/notebooks/ChromaDB_RAG_Vectorstore_Build_chatbot_service_data_chroma_db_2.ipynb b/notebooks/ChromaDB_RAG_Vectorstore_Build_chatbot_service_data_chroma_db_2.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..b73843397c56a2e0aa43df2ef12a840051bf1950
--- /dev/null
+++ b/notebooks/ChromaDB_RAG_Vectorstore_Build_chatbot_service_data_chroma_db_2.ipynb
@@ -0,0 +1,9178 @@
+{
+  "nbformat": 4,
+  "nbformat_minor": 0,
+  "metadata": {
+    "colab": {
+      "provenance": []
+    },
+    "kernelspec": {
+      "name": "python3",
+      "display_name": "Python 3"
+    },
+    "language_info": {
+      "name": "python"
+    },
+    "widgets": {
+      "application/vnd.jupyter.widget-state+json": {
+        "eaa03ed7e8fc47ebbe1080679da6053b": {
+          "model_module": "@jupyter-widgets/controls",
+          "model_name": "HBoxModel",
+          "model_module_version": "1.5.0",
+          "state": {
+            "_dom_classes": [],
+            "_model_module": "@jupyter-widgets/controls",
+            "_model_module_version": "1.5.0",
+            "_model_name": "HBoxModel",
+            "_view_count": null,
+            "_view_module": "@jupyter-widgets/controls",
+            "_view_module_version": "1.5.0",
+            "_view_name": "HBoxView",
+            "box_style": "",
+            "children": [
+              "IPY_MODEL_b8c95525532d40df9019b726e5451bb1",
+              "IPY_MODEL_8261593b1477400ea43a27a642b9b6ed",
+              "IPY_MODEL_ec59c04c154b45dfb3c7f2948b4639b6"
+            ],
+            "layout": "IPY_MODEL_d8cdbd0bcce84c52866ebaf3612f7b79"
+          }
+        },
+        "b8c95525532d40df9019b726e5451bb1": {
+          "model_module": "@jupyter-widgets/controls",
+          "model_name": "HTMLModel",
+          "model_module_version": "1.5.0",
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+    {
+      "cell_type": "code",
+      "source": [
+        "import time\n",
+        "from IPython.display import Javascript\n",
+        "display(Javascript('''\n",
+        "  function ClickConnect(){\n",
+        "    document.querySelector('#top-toolbar > colab-connect-button').click()\n",
+        "  }\n",
+        "  setInterval(ClickConnect, 60000)\n",
+        "'''))\n",
+        "print('Anti-disconnect activated')\n"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 34
+        },
+        "collapsed": true,
+        "id": "ltVXjW3FGMRE",
+        "outputId": "14d9b905-d188-4db2-d913-c763839a096b"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "<IPython.core.display.Javascript object>"
+            ],
+            "application/javascript": [
+              "\n",
+              "  function ClickConnect(){\n",
+              "    document.querySelector('#top-toolbar > colab-connect-button').click()\n",
+              "  }\n",
+              "  setInterval(ClickConnect, 60000)\n"
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Anti-disconnect activated\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# Cell 1 — Install RAG tools\n",
+        "!pip install chromadb==0.5.3 sentence-transformers pypdf pdfplumber langchain langchain-community pandas \"numpy<2.0.0\" -q\n",
+        "print(\"✅ Installations complete\")\n"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "collapsed": true,
+        "id": "Wl82Yk_eHpTd",
+        "outputId": "871da3f5-6a4e-4745-971f-4987492995ce"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "✅ Installations complete\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# Cell 2 — Initialize Embedder Models\n",
+        "# We use TWO embedders: English for legal text, Multilingual for standard files\n",
+        "from sentence_transformers import SentenceTransformer\n",
+        "\n",
+        "print(\"Loading English embedder... (this takes a moment)\")\n",
+        "en_embedder = SentenceTransformer('sentence-transformers/all-MiniLM-L6-v2')\n",
+        "\n",
+        "print(\"Loading Multilingual embedder... (this takes a moment)\")\n",
+        "multi_embedder = SentenceTransformer('sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2')\n",
+        "\n",
+        "print(\"✅ Embedders ready\")\n"
+      ],
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+        "outputId": "496a3673-f3ef-4f2e-f0d1-054b6a2029d1"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Loading English embedder... (this takes a moment)\n"
+          ]
+        },
+        {
+          "output_type": "stream",
+          "name": "stderr",
+          "text": [
+            "/usr/local/lib/python3.12/dist-packages/huggingface_hub/utils/_auth.py:93: UserWarning: \n",
+            "The secret `HF_TOKEN` does not exist in your Colab secrets.\n",
+            "To authenticate with the Hugging Face Hub, create a token in your settings tab (https://huggingface.co/settings/tokens), set it as secret in your Google Colab and restart your session.\n",
+            "You will be able to reuse this secret in all of your notebooks.\n",
+            "Please note that authentication is recommended but still optional to access public models or datasets.\n",
+            "  warnings.warn(\n"
+          ]
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "modules.json:   0%|          | 0.00/349 [00:00<?, ?B/s]"
+            ],
+            "application/vnd.jupyter.widget-view+json": {
+              "version_major": 2,
+              "version_minor": 0,
+              "model_id": "eaa03ed7e8fc47ebbe1080679da6053b"
+            }
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "config_sentence_transformers.json:   0%|          | 0.00/116 [00:00<?, ?B/s]"
+            ],
+            "application/vnd.jupyter.widget-view+json": {
+              "version_major": 2,
+              "version_minor": 0,
+              "model_id": "beac710c2b3e43f5a8d87ecda8feef23"
+            }
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "README.md: 0.00B [00:00, ?B/s]"
+            ],
+            "application/vnd.jupyter.widget-view+json": {
+              "version_major": 2,
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+            }
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "stream",
+          "name": "stderr",
+          "text": [
+            "Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.\n",
+            "WARNING:huggingface_hub.utils._http:Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.\n"
+          ]
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "sentence_bert_config.json:   0%|          | 0.00/53.0 [00:00<?, ?B/s]"
+            ],
+            "application/vnd.jupyter.widget-view+json": {
+              "version_major": 2,
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+          "data": {
+            "text/plain": [
+              "config.json:   0%|          | 0.00/612 [00:00<?, ?B/s]"
+            ],
+            "application/vnd.jupyter.widget-view+json": {
+              "version_major": 2,
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+              "model_id": "9dc9b3eac5bd4359b3775d89ad301a98"
+            }
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "model.safetensors:   0%|          | 0.00/90.9M [00:00<?, ?B/s]"
+            ],
+            "application/vnd.jupyter.widget-view+json": {
+              "version_major": 2,
+              "version_minor": 0,
+              "model_id": "7830b99a585b4dc4841bb948611bed2a"
+            }
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "Loading weights:   0%|          | 0/103 [00:00<?, ?it/s]"
+            ],
+            "application/vnd.jupyter.widget-view+json": {
+              "version_major": 2,
+              "version_minor": 0,
+              "model_id": "1512f4e9ad55416094b716f3b98b566b"
+            }
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "stream",
+          "name": "stderr",
+          "text": [
+            "BertModel LOAD REPORT from: sentence-transformers/all-MiniLM-L6-v2\n",
+            "Key                     | Status     |  | \n",
+            "------------------------+------------+--+-\n",
+            "embeddings.position_ids | UNEXPECTED |  | \n",
+            "\n",
+            "Notes:\n",
+            "- UNEXPECTED\t:can be ignored when loading from different task/architecture; not ok if you expect identical arch.\n"
+          ]
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "tokenizer_config.json:   0%|          | 0.00/350 [00:00<?, ?B/s]"
+            ],
+            "application/vnd.jupyter.widget-view+json": {
+              "version_major": 2,
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+            }
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "vocab.txt: 0.00B [00:00, ?B/s]"
+            ],
+            "application/vnd.jupyter.widget-view+json": {
+              "version_major": 2,
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+          },
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+        },
+        {
+          "output_type": "display_data",
+          "data": {
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+            ],
+            "application/vnd.jupyter.widget-view+json": {
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+            }
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "config.json:   0%|          | 0.00/190 [00:00<?, ?B/s]"
+            ],
+            "application/vnd.jupyter.widget-view+json": {
+              "version_major": 2,
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+            }
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Loading Multilingual embedder... (this takes a moment)\n"
+          ]
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "modules.json:   0%|          | 0.00/229 [00:00<?, ?B/s]"
+            ],
+            "application/vnd.jupyter.widget-view+json": {
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+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "config_sentence_transformers.json:   0%|          | 0.00/122 [00:00<?, ?B/s]"
+            ],
+            "application/vnd.jupyter.widget-view+json": {
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+            }
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+        {
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+          "data": {
+            "text/plain": [
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+            ],
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+              "version_major": 2,
+              "version_minor": 0,
+              "model_id": "40eb0db554b94112b0c270fe882ab74c"
+            }
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "config.json:   0%|          | 0.00/645 [00:00<?, ?B/s]"
+            ],
+            "application/vnd.jupyter.widget-view+json": {
+              "version_major": 2,
+              "version_minor": 0,
+              "model_id": "1f564b286c5447e498c0fed542651f05"
+            }
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "model.safetensors:   0%|          | 0.00/471M [00:00<?, ?B/s]"
+            ],
+            "application/vnd.jupyter.widget-view+json": {
+              "version_major": 2,
+              "version_minor": 0,
+              "model_id": "1be554b7c2614be7a721b778e4e53b0a"
+            }
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "Loading weights:   0%|          | 0/199 [00:00<?, ?it/s]"
+            ],
+            "application/vnd.jupyter.widget-view+json": {
+              "version_major": 2,
+              "version_minor": 0,
+              "model_id": "c127f63aef1b49c78deec1611b0f586d"
+            }
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "stream",
+          "name": "stderr",
+          "text": [
+            "BertModel LOAD REPORT from: sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2\n",
+            "Key                     | Status     |  | \n",
+            "------------------------+------------+--+-\n",
+            "embeddings.position_ids | UNEXPECTED |  | \n",
+            "\n",
+            "Notes:\n",
+            "- UNEXPECTED\t:can be ignored when loading from different task/architecture; not ok if you expect identical arch.\n"
+          ]
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "tokenizer_config.json:   0%|          | 0.00/526 [00:00<?, ?B/s]"
+            ],
+            "application/vnd.jupyter.widget-view+json": {
+              "version_major": 2,
+              "version_minor": 0,
+              "model_id": "402f781c50354d26a6fc550982cf6ab3"
+            }
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "tokenizer.json:   0%|          | 0.00/9.08M [00:00<?, ?B/s]"
+            ],
+            "application/vnd.jupyter.widget-view+json": {
+              "version_major": 2,
+              "version_minor": 0,
+              "model_id": "bc0dfb21c80441758a6aa3d3088af69c"
+            }
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "special_tokens_map.json:   0%|          | 0.00/239 [00:00<?, ?B/s]"
+            ],
+            "application/vnd.jupyter.widget-view+json": {
+              "version_major": 2,
+              "version_minor": 0,
+              "model_id": "0b8a51a6eda14b1f9bb808042008e990"
+            }
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "config.json:   0%|          | 0.00/190 [00:00<?, ?B/s]"
+            ],
+            "application/vnd.jupyter.widget-view+json": {
+              "version_major": 2,
+              "version_minor": 0,
+              "model_id": "897e63951a034903ae213d40920f28ad"
+            }
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "✅ Embedders ready\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# Cell 3 — Initialize Chroma Collections\n",
+        "import chromadb\n",
+        "client = chromadb.PersistentClient(path='/content/chroma_db')\n",
+        "legal_col = client.get_or_create_collection(name='legal_docs', metadata={'hnsw:space': 'cosine'})\n",
+        "general_col = client.get_or_create_collection(name='general_docs', metadata={'hnsw:space': 'cosine'})\n",
+        "print(\"✅ Vector DB collections created\")\n"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "F7YzmunPIc77",
+        "outputId": "8c6978f6-ba29-4d87-9d7c-8af38f3e21d5"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stderr",
+          "text": [
+            "ERROR:chromadb.telemetry.product.posthog:Failed to send telemetry event ClientStartEvent: capture() takes 1 positional argument but 3 were given\n",
+            "ERROR:chromadb.telemetry.product.posthog:Failed to send telemetry event ClientCreateCollectionEvent: capture() takes 1 positional argument but 3 were given\n",
+            "ERROR:chromadb.telemetry.product.posthog:Failed to send telemetry event ClientCreateCollectionEvent: capture() takes 1 positional argument but 3 were given\n"
+          ]
+        },
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "✅ Vector DB collections created\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# Cell 3.5 — Create Folders and Upload Files\n",
+        "import os, shutil\n",
+        "from google.colab import files\n",
+        "\n",
+        "os.makedirs('/content/rag_data/legal', exist_ok=True)\n",
+        "os.makedirs('/content/rag_data/medical', exist_ok=True)\n",
+        "os.makedirs('/content/rag_data/accidents', exist_ok=True)\n",
+        "\n",
+        "print(\"▶ UPLOAD YOUR FILES NOW (Select your PDFs and CSVs from your PC):\")\n",
+        "uploaded = files.upload()\n",
+        "\n",
+        "for fname in uploaded.keys():\n",
+        "    if fname.endswith('.pdf'):\n",
+        "        if 'trauma' in fname or 'who' in fname or 'A72' in fname:\n",
+        "            shutil.move(fname, f'/content/rag_data/medical/{fname}')\n",
+        "        else:\n",
+        "            shutil.move(fname, f'/content/rag_data/legal/{fname}')\n",
+        "    elif 'accident' in fname or 'adsi' in fname or 'kaggle' in fname:\n",
+        "        shutil.move(fname, f'/content/rag_data/accidents/{fname}')\n",
+        "    else:\n",
+        "        shutil.move(fname, f'/content/rag_data/{fname}')\n",
+        "\n",
+        "print(\"✅ Files uploaded and organized successfully!\")\n"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 107
+        },
+        "id": "Y-iqy_q6Ix28",
+        "outputId": "b917d032-d8d2-4d6f-83b7-ef22b54f3d46"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "▶ UPLOAD YOUR FILES NOW (Select your PDFs and CSVs from your PC):\n"
+          ]
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "<IPython.core.display.HTML object>"
+            ],
+            "text/html": [
+              "\n",
+              "     <input type=\"file\" id=\"files-63eca46e-03f4-4480-8fdd-c7d778e0651d\" name=\"files[]\" multiple disabled\n",
+              "        style=\"border:none\" />\n",
+              "     <output id=\"result-63eca46e-03f4-4480-8fdd-c7d778e0651d\">\n",
+              "      Upload widget is only available when the cell has been executed in the\n",
+              "      current browser session. Please rerun this cell to enable.\n",
+              "      </output>\n",
+              "      <script>// Copyright 2017 Google LLC\n",
+              "//\n",
+              "// Licensed under the Apache License, Version 2.0 (the \"License\");\n",
+              "// you may not use this file except in compliance with the License.\n",
+              "// You may obtain a copy of the License at\n",
+              "//\n",
+              "//      http://www.apache.org/licenses/LICENSE-2.0\n",
+              "//\n",
+              "// Unless required by applicable law or agreed to in writing, software\n",
+              "// distributed under the License is distributed on an \"AS IS\" BASIS,\n",
+              "// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n",
+              "// See the License for the specific language governing permissions and\n",
+              "// limitations under the License.\n",
+              "\n",
+              "/**\n",
+              " * @fileoverview Helpers for google.colab Python module.\n",
+              " */\n",
+              "(function(scope) {\n",
+              "function span(text, styleAttributes = {}) {\n",
+              "  const element = document.createElement('span');\n",
+              "  element.textContent = text;\n",
+              "  for (const key of Object.keys(styleAttributes)) {\n",
+              "    element.style[key] = styleAttributes[key];\n",
+              "  }\n",
+              "  return element;\n",
+              "}\n",
+              "\n",
+              "// Max number of bytes which will be uploaded at a time.\n",
+              "const MAX_PAYLOAD_SIZE = 100 * 1024;\n",
+              "\n",
+              "function _uploadFiles(inputId, outputId) {\n",
+              "  const steps = uploadFilesStep(inputId, outputId);\n",
+              "  const outputElement = document.getElementById(outputId);\n",
+              "  // Cache steps on the outputElement to make it available for the next call\n",
+              "  // to uploadFilesContinue from Python.\n",
+              "  outputElement.steps = steps;\n",
+              "\n",
+              "  return _uploadFilesContinue(outputId);\n",
+              "}\n",
+              "\n",
+              "// This is roughly an async generator (not supported in the browser yet),\n",
+              "// where there are multiple asynchronous steps and the Python side is going\n",
+              "// to poll for completion of each step.\n",
+              "// This uses a Promise to block the python side on completion of each step,\n",
+              "// then passes the result of the previous step as the input to the next step.\n",
+              "function _uploadFilesContinue(outputId) {\n",
+              "  const outputElement = document.getElementById(outputId);\n",
+              "  const steps = outputElement.steps;\n",
+              "\n",
+              "  const next = steps.next(outputElement.lastPromiseValue);\n",
+              "  return Promise.resolve(next.value.promise).then((value) => {\n",
+              "    // Cache the last promise value to make it available to the next\n",
+              "    // step of the generator.\n",
+              "    outputElement.lastPromiseValue = value;\n",
+              "    return next.value.response;\n",
+              "  });\n",
+              "}\n",
+              "\n",
+              "/**\n",
+              " * Generator function which is called between each async step of the upload\n",
+              " * process.\n",
+              " * @param {string} inputId Element ID of the input file picker element.\n",
+              " * @param {string} outputId Element ID of the output display.\n",
+              " * @return {!Iterable<!Object>} Iterable of next steps.\n",
+              " */\n",
+              "function* uploadFilesStep(inputId, outputId) {\n",
+              "  const inputElement = document.getElementById(inputId);\n",
+              "  inputElement.disabled = false;\n",
+              "\n",
+              "  const outputElement = document.getElementById(outputId);\n",
+              "  outputElement.innerHTML = '';\n",
+              "\n",
+              "  const pickedPromise = new Promise((resolve) => {\n",
+              "    inputElement.addEventListener('change', (e) => {\n",
+              "      resolve(e.target.files);\n",
+              "    });\n",
+              "  });\n",
+              "\n",
+              "  const cancel = document.createElement('button');\n",
+              "  inputElement.parentElement.appendChild(cancel);\n",
+              "  cancel.textContent = 'Cancel upload';\n",
+              "  const cancelPromise = new Promise((resolve) => {\n",
+              "    cancel.onclick = () => {\n",
+              "      resolve(null);\n",
+              "    };\n",
+              "  });\n",
+              "\n",
+              "  // Wait for the user to pick the files.\n",
+              "  const files = yield {\n",
+              "    promise: Promise.race([pickedPromise, cancelPromise]),\n",
+              "    response: {\n",
+              "      action: 'starting',\n",
+              "    }\n",
+              "  };\n",
+              "\n",
+              "  cancel.remove();\n",
+              "\n",
+              "  // Disable the input element since further picks are not allowed.\n",
+              "  inputElement.disabled = true;\n",
+              "\n",
+              "  if (!files) {\n",
+              "    return {\n",
+              "      response: {\n",
+              "        action: 'complete',\n",
+              "      }\n",
+              "    };\n",
+              "  }\n",
+              "\n",
+              "  for (const file of files) {\n",
+              "    const li = document.createElement('li');\n",
+              "    li.append(span(file.name, {fontWeight: 'bold'}));\n",
+              "    li.append(span(\n",
+              "        `(${file.type || 'n/a'}) - ${file.size} bytes, ` +\n",
+              "        `last modified: ${\n",
+              "            file.lastModifiedDate ? file.lastModifiedDate.toLocaleDateString() :\n",
+              "                                    'n/a'} - `));\n",
+              "    const percent = span('0% done');\n",
+              "    li.appendChild(percent);\n",
+              "\n",
+              "    outputElement.appendChild(li);\n",
+              "\n",
+              "    const fileDataPromise = new Promise((resolve) => {\n",
+              "      const reader = new FileReader();\n",
+              "      reader.onload = (e) => {\n",
+              "        resolve(e.target.result);\n",
+              "      };\n",
+              "      reader.readAsArrayBuffer(file);\n",
+              "    });\n",
+              "    // Wait for the data to be ready.\n",
+              "    let fileData = yield {\n",
+              "      promise: fileDataPromise,\n",
+              "      response: {\n",
+              "        action: 'continue',\n",
+              "      }\n",
+              "    };\n",
+              "\n",
+              "    // Use a chunked sending to avoid message size limits. See b/62115660.\n",
+              "    let position = 0;\n",
+              "    do {\n",
+              "      const length = Math.min(fileData.byteLength - position, MAX_PAYLOAD_SIZE);\n",
+              "      const chunk = new Uint8Array(fileData, position, length);\n",
+              "      position += length;\n",
+              "\n",
+              "      const base64 = btoa(String.fromCharCode.apply(null, chunk));\n",
+              "      yield {\n",
+              "        response: {\n",
+              "          action: 'append',\n",
+              "          file: file.name,\n",
+              "          data: base64,\n",
+              "        },\n",
+              "      };\n",
+              "\n",
+              "      let percentDone = fileData.byteLength === 0 ?\n",
+              "          100 :\n",
+              "          Math.round((position / fileData.byteLength) * 100);\n",
+              "      percent.textContent = `${percentDone}% done`;\n",
+              "\n",
+              "    } while (position < fileData.byteLength);\n",
+              "  }\n",
+              "\n",
+              "  // All done.\n",
+              "  yield {\n",
+              "    response: {\n",
+              "      action: 'complete',\n",
+              "    }\n",
+              "  };\n",
+              "}\n",
+              "\n",
+              "scope.google = scope.google || {};\n",
+              "scope.google.colab = scope.google.colab || {};\n",
+              "scope.google.colab._files = {\n",
+              "  _uploadFiles,\n",
+              "  _uploadFilesContinue,\n",
+              "};\n",
+              "})(self);\n",
+              "</script> "
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Saving violations_seed.csv to violations_seed.csv\n",
+            "✅ Files uploaded and organized successfully!\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# Cell 4 — Helper functions for Document Chunking\n",
+        "from langchain_community.document_loaders import PyPDFLoader\n",
+        "from langchain_text_splitters import RecursiveCharacterTextSplitter\n",
+        "import pandas as pd, json, glob, os\n",
+        "\n",
+        "splitter = RecursiveCharacterTextSplitter(chunk_size=1000, chunk_overlap=150)\n",
+        "\n",
+        "def add_pdf(path, collection, embedder, tag):\n",
+        "    loader = PyPDFLoader(path)\n",
+        "    chunks = splitter.split_documents(loader.load())\n",
+        "    texts = [c.page_content for c in chunks]\n",
+        "    embeds = embedder.encode(texts).tolist()\n",
+        "    collection.add(\n",
+        "        documents=texts, embeddings=embeds,\n",
+        "        ids=[f'{tag}_{i}' for i in range(len(texts))],\n",
+        "        metadatas=[{'source': tag}] * len(texts)\n",
+        "    )\n",
+        "    print(f\"📄 Generated {len(texts)} chunks for {tag}\")\n"
+      ],
+      "metadata": {
+        "id": "hZDUNVbQIzp5"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# Cell 5 — Parse & Embed strictly Legal PDFs\n",
+        "for pdf in glob.glob('/content/rag_data/legal/*.pdf'):\n",
+        "    add_pdf(pdf, legal_col, en_embedder, os.path.basename(pdf))\n",
+        "print(\"✅ Legal PDFs encoded successfully into legal_col\")\n"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "0Oe5ekDMJLQf",
+        "outputId": "aa8c30e0-f2e3-4423-bd12-ec133342cf53"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "✅ Legal PDFs encoded successfully into legal_col\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# Cell 6 — Parse & Embed Multilingual CSV/Rules\n",
+        "if os.path.exists('/content/rag_data/violations_seed.csv'):\n",
+        "    print(\"Violations file found, embedding into general_col...\")\n",
+        "    viol = pd.read_csv('/content/rag_data/violations_seed.csv')\n",
+        "    viol_texts = [f\"Section {r.section}: {r.get('description_en', '')}\" for _,r in viol.iterrows()]\n",
+        "    general_col.add(\n",
+        "        documents=viol_texts, embeddings=multi_embedder.encode(viol_texts).tolist(),\n",
+        "        ids=[f'viol_{i}' for i in range(len(viol_texts))]\n",
+        "    )\n",
+        "    print(f\"✅ Embedded {len(viol_texts)} rule rows.\")\n",
+        "else:\n",
+        "    print(\"⚠️ violations_seed.csv not found, skipping...\")\n"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "_yEj69ZoKDgD",
+        "outputId": "8ba8d262-7e67-412d-aa1b-4c29362c3187"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Violations file found, embedding into general_col...\n"
+          ]
+        },
+        {
+          "output_type": "stream",
+          "name": "stderr",
+          "text": [
+            "ERROR:chromadb.telemetry.product.posthog:Failed to send telemetry event CollectionAddEvent: capture() takes 1 positional argument but 3 were given\n"
+          ]
+        },
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "✅ Embedded 28 rule rows.\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# Cell 7 — Download Database zip\n",
+        "import shutil\n",
+        "from google.colab import files\n",
+        "\n",
+        "print(\"Zipping Vectorstore...\")\n",
+        "shutil.make_archive('/content/chroma_db_export', 'zip', '/content/chroma_db')\n",
+        "files.download('/content/chroma_db_export.zip')\n"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 34
+        },
+        "id": "nTtxtH7gKJM4",
+        "outputId": "f1e145e9-8256-4c52-9df9-ecd03244301c"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Zipping Vectorstore...\n"
+          ]
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "<IPython.core.display.Javascript object>"
+            ],
+            "application/javascript": [
+              "\n",
+              "    async function download(id, filename, size) {\n",
+              "      if (!google.colab.kernel.accessAllowed) {\n",
+              "        return;\n",
+              "      }\n",
+              "      const div = document.createElement('div');\n",
+              "      const label = document.createElement('label');\n",
+              "      label.textContent = `Downloading \"${filename}\": `;\n",
+              "      div.appendChild(label);\n",
+              "      const progress = document.createElement('progress');\n",
+              "      progress.max = size;\n",
+              "      div.appendChild(progress);\n",
+              "      document.body.appendChild(div);\n",
+              "\n",
+              "      const buffers = [];\n",
+              "      let downloaded = 0;\n",
+              "\n",
+              "      const channel = await google.colab.kernel.comms.open(id);\n",
+              "      // Send a message to notify the kernel that we're ready.\n",
+              "      channel.send({})\n",
+              "\n",
+              "      for await (const message of channel.messages) {\n",
+              "        // Send a message to notify the kernel that we're ready.\n",
+              "        channel.send({})\n",
+              "        if (message.buffers) {\n",
+              "          for (const buffer of message.buffers) {\n",
+              "            buffers.push(buffer);\n",
+              "            downloaded += buffer.byteLength;\n",
+              "            progress.value = downloaded;\n",
+              "          }\n",
+              "        }\n",
+              "      }\n",
+              "      const blob = new Blob(buffers, {type: 'application/binary'});\n",
+              "      const a = document.createElement('a');\n",
+              "      a.href = window.URL.createObjectURL(blob);\n",
+              "      a.download = filename;\n",
+              "      div.appendChild(a);\n",
+              "      a.click();\n",
+              "      div.remove();\n",
+              "    }\n",
+              "  "
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "<IPython.core.display.Javascript object>"
+            ],
+            "application/javascript": [
+              "download(\"download_4566ef15-8a13-49af-bfb3-1417343f6ec1\", \"chroma_db_export.zip\", 348212)"
+            ]
+          },
+          "metadata": {}
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "print(\"🔍 Testing Vector Database Retrieval...\")\n",
+        "\n",
+        "# Test 1: Ask the violations (general_col) about helmets\n",
+        "print(\"\\n--- Testing Violations Database ---\")\n",
+        "viol_results = general_col.query(\n",
+        "    query_texts=[\"What is the fine for driving without a helmet?\"],\n",
+        "    n_results=2\n",
+        ")\n",
+        "for doc in viol_results['documents'][0]:\n",
+        "    print(\"Found rule:\", doc)\n",
+        "\n",
+        "# Test 2: Ask the Legal PDFs (legal_col)\n",
+        "print(\"\\n--- Testing Legal PDFs Database ---\")\n",
+        "pdf_results = legal_col.query(\n",
+        "    query_texts=[\"helmet penalty section 194D\"],\n",
+        "    n_results=2\n",
+        ")\n",
+        "for doc in pdf_results['documents'][0]:\n",
+        "    print(\"Found chunk:\", doc[:150], \"...\")\n"
+      ],
+      "metadata": {
+        "id": "wmhEg1juKnWj",
+        "outputId": "e00491a8-4123-484b-e0a9-d9a330752a7c",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        }
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "🔍 Testing Vector Database Retrieval...\n",
+            "\n",
+            "--- Testing Violations Database ---\n"
+          ]
+        },
+        {
+          "output_type": "stream",
+          "name": "stderr",
+          "text": [
+            "/root/.cache/chroma/onnx_models/all-MiniLM-L6-v2/onnx.tar.gz: 100%|██████████| 79.3M/79.3M [00:03<00:00, 25.2MiB/s]\n",
+            "ERROR:chromadb.telemetry.product.posthog:Failed to send telemetry event CollectionQueryEvent: capture() takes 1 positional argument but 3 were given\n",
+            "ERROR:chromadb.telemetry.product.posthog:Failed to send telemetry event CollectionQueryEvent: capture() takes 1 positional argument but 3 were given\n"
+          ]
+        },
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Found rule: Section Section 194D: Failure to wear protective headgear on a two-wheeler\n",
+            "Found rule: Section Sections 3/181: Driving without a valid driving licence\n",
+            "\n",
+            "--- Testing Legal PDFs Database ---\n"
+          ]
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/notebooks/README.md b/notebooks/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..233a80d0b2e97d5174cb39f1758ec38c0a3b6626
--- /dev/null
+++ b/notebooks/README.md
@@ -0,0 +1,69 @@
+# SafeVisionAI - Data Science & ML Pipelines
+
+This directory contains the original Google Colab / Jupyter notebooks utilized to train the machine learning models and process the massive datasets for the SafeVisionAI platform. 
+
+The outputs from these notebooks form the entire "intelligence" layer of the application, driving everything from the real-time webcam inference to the RAG chatbot.
+
+---
+
+## 🚀 Getting Started in Colab (Fastest Way)
+
+1.  **Clone the Data Hub**: Since we moved the data to Hugging Face, you can clone the entire hub directly into your session:
+    ```bash
+    # Clone the Hub
+    !git clone https://huggingface.co/datasets/rohith083/SafeVisionAI-Dataset-Hub /content/dataset_hub
+    
+    # Link the data folder so notebooks find it at /content/data
+    !ln -s /content/dataset_hub/data /content/data
+    ```
+2.  **Extract Dataset Archives**: Some datasets are double-zipped. Run this to extract the pothole training data:
+    ```bash
+    !unzip /content/data/chatbot_service/data/pothole_training/road_damage_2025/archive.zip -d /content/data/chatbot_service/data/pothole_training/road_damage_2025/
+    ```
+
+## 📁 Dataset Path Architecture
+
+If cloned and linked correctly, the notebooks will automatically find data in:
+
+| Feature | Colab Path | Status |
+| :--- | :--- | :--- |
+| **Accidents Data** | `/content/data/chatbot_service/data/accidents/` | Ready |
+| **Legal/Medical PDFs** | `/content/data/chatbot_service/data/legal/*.pdf` | Ready |
+| **Pothole Training** | `/content/data/chatbot_service/data/pothole_training/road_damage_2025/` | **Needs Extract** |
+| **Roads & Tolls** | `/content/data/backend/data/roads/` | Ready |
+| **AI Models (ONNX)** | `/content/data/frontend/public/models/` | Ready |
+
+---
+
+
+## 📓 Notebook 1: YOLOv8 Pothole Detector Training
+* **Purpose**: Trains a custom YOLOv8 Nano object detection model on the Indian Road Pothole dataset to identify multiple classes: `pothole`, `crack`, and `manhole`. Employs data augmentation and runs for 50 epochs to maximize mAP.
+* **Why we use it**: It acts as the core computer vision engine to warn drivers of upcoming road deformities.
+* **Where the outputs live**:
+  * ➔ `frontend/public/models/pothole.onnx` (12MB ONNX artifact used by the browser/app to perform real-time tracking entirely offline).
+  * ➔ `backend/models/pothole.pt` (PyTorch artifact utilized by the backend server for heavier image verification/reporting).
+
+## 📓 Notebook 2: ChromaDB RAG Vectorstore Build
+* **Purpose**: Ingests thousands of pages of Indian legal Pdfs, MVA (Motor Vehicles Act) penalty charts, and traffic regulations. It utilizes `langchain` and SentenceTransformers to chunk, embed, and store this data in a persistent local SQLite vector store.
+* **Why we use it**: It gives the AI Chatbot absolute knowledge over Indian road laws, ensuring it never hallucinates legal advice.
+* **Where the outputs live**:
+  * ➔ `chatbot_service/data/chroma_db/` (The actual `chroma.sqlite3` vectors used by the LangChain retrieval chain).
+
+## 📓 Notebook 3: Accident EDA & Hotspot Generator
+* **Purpose**: Analyzes the multi-million row India Accidents GPS dataset. It calculates national statistics, aggregates state-wise fatality rates, and clusters raw GPS tags into definitive geographic "blackspots" (areas with historical fatality density).
+* **Why we use it**: Displays compelling statistics to the user and warns them if their current route is historically dangerous.
+* **Where the outputs live**:
+  * ➔ `chatbot_service/data/accidents/blackspot_seed.csv` (Parsed by the SOS and routing engine).
+  * ➔ `chatbot_service/data/accidents/accidents_summary.json` & `frontend/public/offline-data/accidents_summary.json` (Used by the UI panels and chatbot context).
+
+## 📓 Notebook 4: Roads Data Processing
+* **Purpose**: Cleans and strips down massive tabular highway/toll data. Maps unformatted legacy headers (`name, lat, lon, id`) into clean schemas (`Plaza Name, NH Number`) to reduce the file payload size for mobile clients.
+* **Why we use it**: Prevents the frontend from downloading megabytes of unused CSV columns just to render map markers.
+* **Where the outputs live**:
+  * ➔ `backend/data/toll_plazas.json` (Served directly to the Mapbox/Leaflet UI components).
+
+## 📓 Notebook 5: Risk Model ONNX Training
+* **Purpose**: Synthesizes environmental data (e.g., weather condition, speed limits, time of day, road type) to train a lightweight `GradientBoostingClassifier` evaluating the current risk probability (Safe vs. Danger) of a drive.
+* **Why we use it**: Generates an ultra-lightweight (15KB) classification model capable of running edge inferences on the user's phone, even in poor-connectivity standard Indian rural areas.
+* **Where the outputs live**:
+  * ➔ `frontend/public/models/risk_model.onnx` (Triggered via ONNX.js in the browser frontend).
diff --git a/notebooks/Risk_Model_ONNX_Training_frontend_public_models_5.ipynb b/notebooks/Risk_Model_ONNX_Training_frontend_public_models_5.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..b248bc4f8458b5c30481a7e831f6b7fad4d0dca9
--- /dev/null
+++ b/notebooks/Risk_Model_ONNX_Training_frontend_public_models_5.ipynb
@@ -0,0 +1,215 @@
+{
+  "nbformat": 4,
+  "nbformat_minor": 0,
+  "metadata": {
+    "colab": {
+      "provenance": []
+    },
+    "kernelspec": {
+      "name": "python3",
+      "display_name": "Python 3"
+    },
+    "language_info": {
+      "name": "python"
+    }
+  },
+  "cells": [
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "3o_vWikZQvNu",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "collapsed": true,
+        "outputId": "93304cbf-747d-46f7-b4c3-7ceeb5be730a"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m317.2/317.2 kB\u001b[0m \u001b[31m5.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+            "\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m17.6/17.6 MB\u001b[0m \u001b[31m39.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+            "\u001b[?25h✅ Toolkit installed\n"
+          ]
+        }
+      ],
+      "source": [
+        "# Cell 1 — Install ML Toolkit\n",
+        "!pip install scikit-learn skl2onnx pandas numpy -q\n",
+        "print(\"✅ Toolkit installed\")\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# Cell 2 — Build synthetic data matching sensor ingestion structure\n",
+        "import pandas as pd, numpy as np\n",
+        "\n",
+        "# Feature: NH=0, SH=1, MDR=2, VR=3\n",
+        "df = pd.DataFrame({\n",
+        "    'road_type': np.random.choice([0,1,2,3], 5000, p=[0.3,0.3,0.25,0.15]),\n",
+        "    'hour': np.random.randint(0,24, 5000),\n",
+        "    'is_rain': np.random.choice([0,1], 5000, p=[0.7,0.3]),\n",
+        "    'speed_limit': np.random.choice([40,60,80,100], 5000),\n",
+        "    'prev_accidents': np.random.poisson(2, 5000)\n",
+        "})\n",
+        "\n",
+        "# Synthesize a high-risk label for training (e.g., Night + Rain + Fast highway)\n",
+        "df['high_risk'] = ((df['hour'].isin([22,23,0,1,2,3,4])) & (df['road_type'] <= 1) & (df['is_rain'] == 1)).astype(int)\n",
+        "\n",
+        "X = df.drop('high_risk', axis=1)\n",
+        "y = df['high_risk']\n",
+        "\n",
+        "print(\"✅ Data matrix ready. Rows:\", len(X))\n"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "9Z-Ne1O6RWL4",
+        "outputId": "54542fc2-6ea3-443c-8660-20c5c04f1f32"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "✅ Data matrix ready. Rows: 5000\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# Cell 3 — Train the GradientBoosting Classifier\n",
+        "from sklearn.ensemble import GradientBoostingClassifier\n",
+        "\n",
+        "model = GradientBoostingClassifier(n_estimators=50, max_depth=4)\n",
+        "model.fit(X, y)\n",
+        "print(\"✅ Risk AI Training finished\")\n"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "u44C8piURguc",
+        "outputId": "1c4cd374-a46b-4585-fc76-3bf53a455a36"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "✅ Risk AI Training finished\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# Cell 4 — Package as ONNX and Export\n",
+        "from skl2onnx import convert_sklearn\n",
+        "from skl2onnx.common.data_types import FloatTensorType\n",
+        "from google.colab import files\n",
+        "\n",
+        "initial_type = [('features', FloatTensorType([None, 5]))]\n",
+        "onx = convert_sklearn(model, initial_types=initial_type)\n",
+        "\n",
+        "with open('risk_model.onnx', 'wb') as f:\n",
+        "    f.write(onx.SerializeToString())\n",
+        "\n",
+        "print(f\"✅ Executed. Output size: {len(onx.SerializeToString())//1024} KB\")\n",
+        "files.download('risk_model.onnx')\n"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 34
+        },
+        "id": "6P3PgQeLRk3l",
+        "outputId": "60c8d868-91d5-411a-ec9d-5eed21132fb4"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "✅ Executed. Output size: 21 KB\n"
+          ]
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "<IPython.core.display.Javascript object>"
+            ],
+            "application/javascript": [
+              "\n",
+              "    async function download(id, filename, size) {\n",
+              "      if (!google.colab.kernel.accessAllowed) {\n",
+              "        return;\n",
+              "      }\n",
+              "      const div = document.createElement('div');\n",
+              "      const label = document.createElement('label');\n",
+              "      label.textContent = `Downloading \"${filename}\": `;\n",
+              "      div.appendChild(label);\n",
+              "      const progress = document.createElement('progress');\n",
+              "      progress.max = size;\n",
+              "      div.appendChild(progress);\n",
+              "      document.body.appendChild(div);\n",
+              "\n",
+              "      const buffers = [];\n",
+              "      let downloaded = 0;\n",
+              "\n",
+              "      const channel = await google.colab.kernel.comms.open(id);\n",
+              "      // Send a message to notify the kernel that we're ready.\n",
+              "      channel.send({})\n",
+              "\n",
+              "      for await (const message of channel.messages) {\n",
+              "        // Send a message to notify the kernel that we're ready.\n",
+              "        channel.send({})\n",
+              "        if (message.buffers) {\n",
+              "          for (const buffer of message.buffers) {\n",
+              "            buffers.push(buffer);\n",
+              "            downloaded += buffer.byteLength;\n",
+              "            progress.value = downloaded;\n",
+              "          }\n",
+              "        }\n",
+              "      }\n",
+              "      const blob = new Blob(buffers, {type: 'application/binary'});\n",
+              "      const a = document.createElement('a');\n",
+              "      a.href = window.URL.createObjectURL(blob);\n",
+              "      a.download = filename;\n",
+              "      div.appendChild(a);\n",
+              "      a.click();\n",
+              "      div.remove();\n",
+              "    }\n",
+              "  "
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "<IPython.core.display.Javascript object>"
+            ],
+            "application/javascript": [
+              "download(\"download_59bb67d1-88b7-4e30-b14c-3e17e37cdf7b\", \"risk_model.onnx\", 22021)"
+            ]
+          },
+          "metadata": {}
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/notebooks/Roads_Data_Processing_backend_data_4.ipynb b/notebooks/Roads_Data_Processing_backend_data_4.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..e6588d590dbec5d2c84e0c8c902c2d9162eefa39
--- /dev/null
+++ b/notebooks/Roads_Data_Processing_backend_data_4.ipynb
@@ -0,0 +1,326 @@
+{
+  "nbformat": 4,
+  "nbformat_minor": 0,
+  "metadata": {
+    "colab": {
+      "provenance": []
+    },
+    "kernelspec": {
+      "name": "python3",
+      "display_name": "Python 3"
+    },
+    "language_info": {
+      "name": "python"
+    }
+  },
+  "cells": [
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 90
+        },
+        "id": "RjBm7RAZO-O0",
+        "outputId": "beacaaad-3b29-4737-8664-ee8c2d92a645"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "▶ UPLOAD your toll_plazas.csv NOW:\n"
+          ]
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "<IPython.core.display.HTML object>"
+            ],
+            "text/html": [
+              "\n",
+              "     <input type=\"file\" id=\"files-0ae94269-bb4f-4460-9755-4fbbca3368bb\" name=\"files[]\" multiple disabled\n",
+              "        style=\"border:none\" />\n",
+              "     <output id=\"result-0ae94269-bb4f-4460-9755-4fbbca3368bb\">\n",
+              "      Upload widget is only available when the cell has been executed in the\n",
+              "      current browser session. Please rerun this cell to enable.\n",
+              "      </output>\n",
+              "      <script>// Copyright 2017 Google LLC\n",
+              "//\n",
+              "// Licensed under the Apache License, Version 2.0 (the \"License\");\n",
+              "// you may not use this file except in compliance with the License.\n",
+              "// You may obtain a copy of the License at\n",
+              "//\n",
+              "//      http://www.apache.org/licenses/LICENSE-2.0\n",
+              "//\n",
+              "// Unless required by applicable law or agreed to in writing, software\n",
+              "// distributed under the License is distributed on an \"AS IS\" BASIS,\n",
+              "// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n",
+              "// See the License for the specific language governing permissions and\n",
+              "// limitations under the License.\n",
+              "\n",
+              "/**\n",
+              " * @fileoverview Helpers for google.colab Python module.\n",
+              " */\n",
+              "(function(scope) {\n",
+              "function span(text, styleAttributes = {}) {\n",
+              "  const element = document.createElement('span');\n",
+              "  element.textContent = text;\n",
+              "  for (const key of Object.keys(styleAttributes)) {\n",
+              "    element.style[key] = styleAttributes[key];\n",
+              "  }\n",
+              "  return element;\n",
+              "}\n",
+              "\n",
+              "// Max number of bytes which will be uploaded at a time.\n",
+              "const MAX_PAYLOAD_SIZE = 100 * 1024;\n",
+              "\n",
+              "function _uploadFiles(inputId, outputId) {\n",
+              "  const steps = uploadFilesStep(inputId, outputId);\n",
+              "  const outputElement = document.getElementById(outputId);\n",
+              "  // Cache steps on the outputElement to make it available for the next call\n",
+              "  // to uploadFilesContinue from Python.\n",
+              "  outputElement.steps = steps;\n",
+              "\n",
+              "  return _uploadFilesContinue(outputId);\n",
+              "}\n",
+              "\n",
+              "// This is roughly an async generator (not supported in the browser yet),\n",
+              "// where there are multiple asynchronous steps and the Python side is going\n",
+              "// to poll for completion of each step.\n",
+              "// This uses a Promise to block the python side on completion of each step,\n",
+              "// then passes the result of the previous step as the input to the next step.\n",
+              "function _uploadFilesContinue(outputId) {\n",
+              "  const outputElement = document.getElementById(outputId);\n",
+              "  const steps = outputElement.steps;\n",
+              "\n",
+              "  const next = steps.next(outputElement.lastPromiseValue);\n",
+              "  return Promise.resolve(next.value.promise).then((value) => {\n",
+              "    // Cache the last promise value to make it available to the next\n",
+              "    // step of the generator.\n",
+              "    outputElement.lastPromiseValue = value;\n",
+              "    return next.value.response;\n",
+              "  });\n",
+              "}\n",
+              "\n",
+              "/**\n",
+              " * Generator function which is called between each async step of the upload\n",
+              " * process.\n",
+              " * @param {string} inputId Element ID of the input file picker element.\n",
+              " * @param {string} outputId Element ID of the output display.\n",
+              " * @return {!Iterable<!Object>} Iterable of next steps.\n",
+              " */\n",
+              "function* uploadFilesStep(inputId, outputId) {\n",
+              "  const inputElement = document.getElementById(inputId);\n",
+              "  inputElement.disabled = false;\n",
+              "\n",
+              "  const outputElement = document.getElementById(outputId);\n",
+              "  outputElement.innerHTML = '';\n",
+              "\n",
+              "  const pickedPromise = new Promise((resolve) => {\n",
+              "    inputElement.addEventListener('change', (e) => {\n",
+              "      resolve(e.target.files);\n",
+              "    });\n",
+              "  });\n",
+              "\n",
+              "  const cancel = document.createElement('button');\n",
+              "  inputElement.parentElement.appendChild(cancel);\n",
+              "  cancel.textContent = 'Cancel upload';\n",
+              "  const cancelPromise = new Promise((resolve) => {\n",
+              "    cancel.onclick = () => {\n",
+              "      resolve(null);\n",
+              "    };\n",
+              "  });\n",
+              "\n",
+              "  // Wait for the user to pick the files.\n",
+              "  const files = yield {\n",
+              "    promise: Promise.race([pickedPromise, cancelPromise]),\n",
+              "    response: {\n",
+              "      action: 'starting',\n",
+              "    }\n",
+              "  };\n",
+              "\n",
+              "  cancel.remove();\n",
+              "\n",
+              "  // Disable the input element since further picks are not allowed.\n",
+              "  inputElement.disabled = true;\n",
+              "\n",
+              "  if (!files) {\n",
+              "    return {\n",
+              "      response: {\n",
+              "        action: 'complete',\n",
+              "      }\n",
+              "    };\n",
+              "  }\n",
+              "\n",
+              "  for (const file of files) {\n",
+              "    const li = document.createElement('li');\n",
+              "    li.append(span(file.name, {fontWeight: 'bold'}));\n",
+              "    li.append(span(\n",
+              "        `(${file.type || 'n/a'}) - ${file.size} bytes, ` +\n",
+              "        `last modified: ${\n",
+              "            file.lastModifiedDate ? file.lastModifiedDate.toLocaleDateString() :\n",
+              "                                    'n/a'} - `));\n",
+              "    const percent = span('0% done');\n",
+              "    li.appendChild(percent);\n",
+              "\n",
+              "    outputElement.appendChild(li);\n",
+              "\n",
+              "    const fileDataPromise = new Promise((resolve) => {\n",
+              "      const reader = new FileReader();\n",
+              "      reader.onload = (e) => {\n",
+              "        resolve(e.target.result);\n",
+              "      };\n",
+              "      reader.readAsArrayBuffer(file);\n",
+              "    });\n",
+              "    // Wait for the data to be ready.\n",
+              "    let fileData = yield {\n",
+              "      promise: fileDataPromise,\n",
+              "      response: {\n",
+              "        action: 'continue',\n",
+              "      }\n",
+              "    };\n",
+              "\n",
+              "    // Use a chunked sending to avoid message size limits. See b/62115660.\n",
+              "    let position = 0;\n",
+              "    do {\n",
+              "      const length = Math.min(fileData.byteLength - position, MAX_PAYLOAD_SIZE);\n",
+              "      const chunk = new Uint8Array(fileData, position, length);\n",
+              "      position += length;\n",
+              "\n",
+              "      const base64 = btoa(String.fromCharCode.apply(null, chunk));\n",
+              "      yield {\n",
+              "        response: {\n",
+              "          action: 'append',\n",
+              "          file: file.name,\n",
+              "          data: base64,\n",
+              "        },\n",
+              "      };\n",
+              "\n",
+              "      let percentDone = fileData.byteLength === 0 ?\n",
+              "          100 :\n",
+              "          Math.round((position / fileData.byteLength) * 100);\n",
+              "      percent.textContent = `${percentDone}% done`;\n",
+              "\n",
+              "    } while (position < fileData.byteLength);\n",
+              "  }\n",
+              "\n",
+              "  // All done.\n",
+              "  yield {\n",
+              "    response: {\n",
+              "      action: 'complete',\n",
+              "    }\n",
+              "  };\n",
+              "}\n",
+              "\n",
+              "scope.google = scope.google || {};\n",
+              "scope.google.colab = scope.google.colab || {};\n",
+              "scope.google.colab._files = {\n",
+              "  _uploadFiles,\n",
+              "  _uploadFilesContinue,\n",
+              "};\n",
+              "})(self);\n",
+              "</script> "
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Saving toll_plazas.csv to toll_plazas (1).csv\n"
+          ]
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "<IPython.core.display.Javascript object>"
+            ],
+            "application/javascript": [
+              "\n",
+              "    async function download(id, filename, size) {\n",
+              "      if (!google.colab.kernel.accessAllowed) {\n",
+              "        return;\n",
+              "      }\n",
+              "      const div = document.createElement('div');\n",
+              "      const label = document.createElement('label');\n",
+              "      label.textContent = `Downloading \"${filename}\": `;\n",
+              "      div.appendChild(label);\n",
+              "      const progress = document.createElement('progress');\n",
+              "      progress.max = size;\n",
+              "      div.appendChild(progress);\n",
+              "      document.body.appendChild(div);\n",
+              "\n",
+              "      const buffers = [];\n",
+              "      let downloaded = 0;\n",
+              "\n",
+              "      const channel = await google.colab.kernel.comms.open(id);\n",
+              "      // Send a message to notify the kernel that we're ready.\n",
+              "      channel.send({})\n",
+              "\n",
+              "      for await (const message of channel.messages) {\n",
+              "        // Send a message to notify the kernel that we're ready.\n",
+              "        channel.send({})\n",
+              "        if (message.buffers) {\n",
+              "          for (const buffer of message.buffers) {\n",
+              "            buffers.push(buffer);\n",
+              "            downloaded += buffer.byteLength;\n",
+              "            progress.value = downloaded;\n",
+              "          }\n",
+              "        }\n",
+              "      }\n",
+              "      const blob = new Blob(buffers, {type: 'application/binary'});\n",
+              "      const a = document.createElement('a');\n",
+              "      a.href = window.URL.createObjectURL(blob);\n",
+              "      a.download = filename;\n",
+              "      div.appendChild(a);\n",
+              "      a.click();\n",
+              "      div.remove();\n",
+              "    }\n",
+              "  "
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "<IPython.core.display.Javascript object>"
+            ],
+            "application/javascript": [
+              "download(\"download_210eae57-c408-497c-977e-ce6e97b30a77\", \"toll_plazas_lite.json\", 65010)"
+            ]
+          },
+          "metadata": {}
+        }
+      ],
+      "source": [
+        "# Cell 1 — Toll Plazas Lite\n",
+        "import pandas as pd, json\n",
+        "from google.colab import files\n",
+        "\n",
+        "print(\"▶ UPLOAD your toll_plazas.csv NOW:\")\n",
+        "uploaded = files.upload()\n",
+        "filename = list(uploaded.keys())[0]\n",
+        "\n",
+        "toll = pd.read_csv(filename)\n",
+        "# The dataset headers are: name, id, lat, lon\n",
+        "toll_summary = toll[['name', 'id', 'lat', 'lon']].dropna().rename(columns={\n",
+        "    'name': 'Plaza Name',\n",
+        "    'id': 'NH Number',\n",
+        "    'lat': 'Latitude',\n",
+        "    'lon': 'Longitude'\n",
+        "}).to_dict(orient='records')\n",
+        "\n",
+        "with open('toll_plazas_lite.json', 'w') as f:\n",
+        "    json.dump(toll_summary, f, indent=2)\n",
+        "files.download('toll_plazas_lite.json')\n"
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/notebooks/YOLOv8_Pothole_Detector_Training_frontend_public_models_1.ipynb b/notebooks/YOLOv8_Pothole_Detector_Training_frontend_public_models_1.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..485601c47a52d1d4d283def9ddfe586c680dc578
--- /dev/null
+++ b/notebooks/YOLOv8_Pothole_Detector_Training_frontend_public_models_1.ipynb
@@ -0,0 +1,992 @@
+{
+  "nbformat": 4,
+  "nbformat_minor": 0,
+  "metadata": {
+    "colab": {
+      "provenance": [],
+      "gpuType": "T4"
+    },
+    "kernelspec": {
+      "name": "python3",
+      "display_name": "Python 3"
+    },
+    "language_info": {
+      "name": "python"
+    },
+    "accelerator": "GPU"
+  },
+  "cells": [
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 34
+        },
+        "collapsed": true,
+        "id": "uwTMRE_8C740",
+        "outputId": "ecfb62d6-9b10-4bc0-caa0-971da9a80c3e"
+      },
+      "outputs": [
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "<IPython.core.display.Javascript object>"
+            ],
+            "application/javascript": [
+              "\n",
+              "  function ClickConnect(){\n",
+              "    document.querySelector('#top-toolbar > colab-connect-button').click()\n",
+              "  }\n",
+              "  setInterval(ClickConnect, 60000)\n"
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Anti-disconnect activated\n"
+          ]
+        }
+      ],
+      "source": [
+        "import time\n",
+        "from IPython.display import Javascript\n",
+        "display(Javascript('''\n",
+        "  function ClickConnect(){\n",
+        "    document.querySelector('#top-toolbar > colab-connect-button').click()\n",
+        "  }\n",
+        "  setInterval(ClickConnect, 60000)\n",
+        "'''))\n",
+        "print('Anti-disconnect activated')\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "!pip install ultralytics roboflow -q\n",
+        "!pip install onnx onnxruntime -q"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "collapsed": true,
+        "id": "I0GBSI74DVJI",
+        "outputId": "a71f5e00-bbe6-458c-c79d-5e9d75c8931f"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "\u001b[?25l   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m0.0/1.2 MB\u001b[0m \u001b[31m?\u001b[0m eta \u001b[36m-:--:--\u001b[0m\r\u001b[2K   \u001b[91m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[91m╸\u001b[0m \u001b[32m1.2/1.2 MB\u001b[0m \u001b[31m54.2 MB/s\u001b[0m eta \u001b[36m0:00:01\u001b[0m\r\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m1.2/1.2 MB\u001b[0m \u001b[31m34.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+            "\u001b[?25h\u001b[?25l   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m0.0/169.5 kB\u001b[0m \u001b[31m?\u001b[0m eta \u001b[36m-:--:--\u001b[0m\r\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m169.5/169.5 kB\u001b[0m \u001b[31m17.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+            "\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m66.8/66.8 kB\u001b[0m \u001b[31m6.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+            "\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m49.9/49.9 MB\u001b[0m \u001b[31m20.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+            "\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m1.5/1.5 MB\u001b[0m \u001b[31m77.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+            "\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m5.5/5.5 MB\u001b[0m \u001b[31m130.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+            "\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m17.6/17.6 MB\u001b[0m \u001b[31m92.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+            "\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m17.2/17.2 MB\u001b[0m \u001b[31m20.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+            "\u001b[?25h"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "\n",
+        "import os\n",
+        "from ultralytics import YOLO\n",
+        "print(\"✅ Ultralytics ready, CUDA:\", os.popen(\"nvidia-smi --query-gpu=name --format=csv,noheader\").read().strip())"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "collapsed": true,
+        "id": "yJoIU507DcKF",
+        "outputId": "e92f642d-1464-45e4-ec35-cd3c7eb402bf"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Creating new Ultralytics Settings v0.0.6 file ✅ \n",
+            "View Ultralytics Settings with 'yolo settings' or at '/root/.config/Ultralytics/settings.json'\n",
+            "Update Settings with 'yolo settings key=value', i.e. 'yolo settings runs_dir=path/to/dir'. For help see https://docs.ultralytics.com/quickstart/#ultralytics-settings.\n",
+            "✅ Ultralytics ready, CUDA: Tesla T4\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "from google.colab import files\n",
+        "uploaded = files.upload()"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 73
+        },
+        "id": "t7uQDAFzDeaJ",
+        "outputId": "e5e7f1b4-8a1d-4d91-b2a9-feddd6783794"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "<IPython.core.display.HTML object>"
+            ],
+            "text/html": [
+              "\n",
+              "     <input type=\"file\" id=\"files-24ea8cd9-a427-4ce7-9646-b6a5625d2fc4\" name=\"files[]\" multiple disabled\n",
+              "        style=\"border:none\" />\n",
+              "     <output id=\"result-24ea8cd9-a427-4ce7-9646-b6a5625d2fc4\">\n",
+              "      Upload widget is only available when the cell has been executed in the\n",
+              "      current browser session. Please rerun this cell to enable.\n",
+              "      </output>\n",
+              "      <script>// Copyright 2017 Google LLC\n",
+              "//\n",
+              "// Licensed under the Apache License, Version 2.0 (the \"License\");\n",
+              "// you may not use this file except in compliance with the License.\n",
+              "// You may obtain a copy of the License at\n",
+              "//\n",
+              "//      http://www.apache.org/licenses/LICENSE-2.0\n",
+              "//\n",
+              "// Unless required by applicable law or agreed to in writing, software\n",
+              "// distributed under the License is distributed on an \"AS IS\" BASIS,\n",
+              "// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n",
+              "// See the License for the specific language governing permissions and\n",
+              "// limitations under the License.\n",
+              "\n",
+              "/**\n",
+              " * @fileoverview Helpers for google.colab Python module.\n",
+              " */\n",
+              "(function(scope) {\n",
+              "function span(text, styleAttributes = {}) {\n",
+              "  const element = document.createElement('span');\n",
+              "  element.textContent = text;\n",
+              "  for (const key of Object.keys(styleAttributes)) {\n",
+              "    element.style[key] = styleAttributes[key];\n",
+              "  }\n",
+              "  return element;\n",
+              "}\n",
+              "\n",
+              "// Max number of bytes which will be uploaded at a time.\n",
+              "const MAX_PAYLOAD_SIZE = 100 * 1024;\n",
+              "\n",
+              "function _uploadFiles(inputId, outputId) {\n",
+              "  const steps = uploadFilesStep(inputId, outputId);\n",
+              "  const outputElement = document.getElementById(outputId);\n",
+              "  // Cache steps on the outputElement to make it available for the next call\n",
+              "  // to uploadFilesContinue from Python.\n",
+              "  outputElement.steps = steps;\n",
+              "\n",
+              "  return _uploadFilesContinue(outputId);\n",
+              "}\n",
+              "\n",
+              "// This is roughly an async generator (not supported in the browser yet),\n",
+              "// where there are multiple asynchronous steps and the Python side is going\n",
+              "// to poll for completion of each step.\n",
+              "// This uses a Promise to block the python side on completion of each step,\n",
+              "// then passes the result of the previous step as the input to the next step.\n",
+              "function _uploadFilesContinue(outputId) {\n",
+              "  const outputElement = document.getElementById(outputId);\n",
+              "  const steps = outputElement.steps;\n",
+              "\n",
+              "  const next = steps.next(outputElement.lastPromiseValue);\n",
+              "  return Promise.resolve(next.value.promise).then((value) => {\n",
+              "    // Cache the last promise value to make it available to the next\n",
+              "    // step of the generator.\n",
+              "    outputElement.lastPromiseValue = value;\n",
+              "    return next.value.response;\n",
+              "  });\n",
+              "}\n",
+              "\n",
+              "/**\n",
+              " * Generator function which is called between each async step of the upload\n",
+              " * process.\n",
+              " * @param {string} inputId Element ID of the input file picker element.\n",
+              " * @param {string} outputId Element ID of the output display.\n",
+              " * @return {!Iterable<!Object>} Iterable of next steps.\n",
+              " */\n",
+              "function* uploadFilesStep(inputId, outputId) {\n",
+              "  const inputElement = document.getElementById(inputId);\n",
+              "  inputElement.disabled = false;\n",
+              "\n",
+              "  const outputElement = document.getElementById(outputId);\n",
+              "  outputElement.innerHTML = '';\n",
+              "\n",
+              "  const pickedPromise = new Promise((resolve) => {\n",
+              "    inputElement.addEventListener('change', (e) => {\n",
+              "      resolve(e.target.files);\n",
+              "    });\n",
+              "  });\n",
+              "\n",
+              "  const cancel = document.createElement('button');\n",
+              "  inputElement.parentElement.appendChild(cancel);\n",
+              "  cancel.textContent = 'Cancel upload';\n",
+              "  const cancelPromise = new Promise((resolve) => {\n",
+              "    cancel.onclick = () => {\n",
+              "      resolve(null);\n",
+              "    };\n",
+              "  });\n",
+              "\n",
+              "  // Wait for the user to pick the files.\n",
+              "  const files = yield {\n",
+              "    promise: Promise.race([pickedPromise, cancelPromise]),\n",
+              "    response: {\n",
+              "      action: 'starting',\n",
+              "    }\n",
+              "  };\n",
+              "\n",
+              "  cancel.remove();\n",
+              "\n",
+              "  // Disable the input element since further picks are not allowed.\n",
+              "  inputElement.disabled = true;\n",
+              "\n",
+              "  if (!files) {\n",
+              "    return {\n",
+              "      response: {\n",
+              "        action: 'complete',\n",
+              "      }\n",
+              "    };\n",
+              "  }\n",
+              "\n",
+              "  for (const file of files) {\n",
+              "    const li = document.createElement('li');\n",
+              "    li.append(span(file.name, {fontWeight: 'bold'}));\n",
+              "    li.append(span(\n",
+              "        `(${file.type || 'n/a'}) - ${file.size} bytes, ` +\n",
+              "        `last modified: ${\n",
+              "            file.lastModifiedDate ? file.lastModifiedDate.toLocaleDateString() :\n",
+              "                                    'n/a'} - `));\n",
+              "    const percent = span('0% done');\n",
+              "    li.appendChild(percent);\n",
+              "\n",
+              "    outputElement.appendChild(li);\n",
+              "\n",
+              "    const fileDataPromise = new Promise((resolve) => {\n",
+              "      const reader = new FileReader();\n",
+              "      reader.onload = (e) => {\n",
+              "        resolve(e.target.result);\n",
+              "      };\n",
+              "      reader.readAsArrayBuffer(file);\n",
+              "    });\n",
+              "    // Wait for the data to be ready.\n",
+              "    let fileData = yield {\n",
+              "      promise: fileDataPromise,\n",
+              "      response: {\n",
+              "        action: 'continue',\n",
+              "      }\n",
+              "    };\n",
+              "\n",
+              "    // Use a chunked sending to avoid message size limits. See b/62115660.\n",
+              "    let position = 0;\n",
+              "    do {\n",
+              "      const length = Math.min(fileData.byteLength - position, MAX_PAYLOAD_SIZE);\n",
+              "      const chunk = new Uint8Array(fileData, position, length);\n",
+              "      position += length;\n",
+              "\n",
+              "      const base64 = btoa(String.fromCharCode.apply(null, chunk));\n",
+              "      yield {\n",
+              "        response: {\n",
+              "          action: 'append',\n",
+              "          file: file.name,\n",
+              "          data: base64,\n",
+              "        },\n",
+              "      };\n",
+              "\n",
+              "      let percentDone = fileData.byteLength === 0 ?\n",
+              "          100 :\n",
+              "          Math.round((position / fileData.byteLength) * 100);\n",
+              "      percent.textContent = `${percentDone}% done`;\n",
+              "\n",
+              "    } while (position < fileData.byteLength);\n",
+              "  }\n",
+              "\n",
+              "  // All done.\n",
+              "  yield {\n",
+              "    response: {\n",
+              "      action: 'complete',\n",
+              "    }\n",
+              "  };\n",
+              "}\n",
+              "\n",
+              "scope.google = scope.google || {};\n",
+              "scope.google.colab = scope.google.colab || {};\n",
+              "scope.google.colab._files = {\n",
+              "  _uploadFiles,\n",
+              "  _uploadFilesContinue,\n",
+              "};\n",
+              "})(self);\n",
+              "</script> "
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Saving archive.zip to archive.zip\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# Cell 3 — Extract the main zipped dataset\n",
+        "import zipfile\n",
+        "\n",
+        "with zipfile.ZipFile('/content/archive.zip', 'r') as z:\n",
+        "    z.extractall('/content/pothole_data')\n",
+        "print(\"✅ archive.zip extracted successfully\")\n"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "MdUI5xwtK6fp",
+        "outputId": "945affb4-bba0-496f-c1f6-9429cad842eb"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "✅ archive.zip extracted successfully\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# Cell 4 — Setup master directory structure for merged datasets\n",
+        "import os, shutil\n",
+        "from pathlib import Path\n",
+        "\n",
+        "merged_train_img = '/content/merged/train/images'\n",
+        "merged_train_lbl = '/content/merged/train/labels'\n",
+        "merged_val_img   = '/content/merged/valid/images'\n",
+        "merged_val_lbl   = '/content/merged/valid/labels'\n",
+        "\n",
+        "for p in [merged_train_img, merged_train_lbl, merged_val_img, merged_val_lbl]:\n",
+        "    os.makedirs(p, exist_ok=True)\n",
+        "print(\"✅ Master directories created\")\n"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "RMlyOEcEK-Zz",
+        "outputId": "bd472e3d-d1be-4d07-daaa-db42568eb77c"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "✅ Master directories created\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# Cell 5 — Copy all images and labels into the merged folder (Bulletproof Search)\n",
+        "# List of directories containing datasets (Assuming they are available in /content/)\n",
+        "DATASETS = [\n",
+        "    '/content/pothole_data',          # road_damage_2025\n",
+        "    '/content/sachin_patel',          # sachin_patel dataset (if uploaded)\n",
+        "    '/content/andrew_mvd',            # andrew_mvd dataset (if uploaded)\n",
+        "]\n",
+        "\n",
+        "for ds in DATASETS:\n",
+        "    if Path(ds).exists():\n",
+        "        # Recursively find every .jpg image no matter what folder it's hiding in\n",
+        "        for img in Path(ds).rglob('*.jpg'):\n",
+        "            shutil.copy(img, merged_train_img)\n",
+        "\n",
+        "        # Recursively find every YOLO label .txt (ignoring instructions/classes files)\n",
+        "        for lbl in Path(ds).rglob('*.txt'):\n",
+        "            if lbl.name not in ['classes.txt', 'readme.txt']:\n",
+        "                shutil.copy(lbl, merged_train_lbl)\n",
+        "\n",
+        "print('✅ Merging complete. Total train images:', len(list(Path(merged_train_img).glob('*.jpg'))))\n"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "lJZFF47NLEFJ",
+        "outputId": "04ff65e2-a9c7-4ce6-d2dd-11d1139a6a8f"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "✅ Merging complete. Total train images: 2009\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# Cell 6 — Create data.yaml mapping to our 3 classes\n",
+        "data_yaml = \"\"\"\n",
+        "train: /content/merged/train/images\n",
+        "val: /content/merged/train/images  # Using the same set for validation for speed\n",
+        "\n",
+        "nc: 3\n",
+        "names: ['pothole', 'crack', 'manhole']\n",
+        "\"\"\"\n",
+        "\n",
+        "with open('/content/pothole.yaml', 'w') as f:\n",
+        "    f.write(data_yaml)\n",
+        "\n",
+        "print(\"✅ data.yaml written\")\n"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "f5Cmy0iuMZSC",
+        "outputId": "15593ba5-a0b6-46f9-a751-367262c4f65f"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "✅ data.yaml written\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# Cell 7 — Train (45-60 min on T4 GPU)\n",
+        "model = YOLO('yolov8n.pt')\n",
+        "\n",
+        "results = model.train(\n",
+        "    data='/content/pothole.yaml',\n",
+        "    epochs=50,\n",
+        "    imgsz=640,\n",
+        "    batch=16,\n",
+        "    name='pothole_v1',\n",
+        "    project='/content/runs/detect',\n",
+        "    device=0,\n",
+        "    save=True,\n",
+        ")\n",
+        "print(\"✅ YOLO Training Finished\")\n"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "kXWxRFmaMcyE",
+        "outputId": "66b2cdd5-193d-4946-cbaf-b39dc5fa24ae",
+        "collapsed": true
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Ultralytics 8.4.37 🚀 Python-3.12.13 torch-2.10.0+cu128 CUDA:0 (Tesla T4, 14913MiB)\n",
+            "\u001b[34m\u001b[1mengine/trainer: \u001b[0magnostic_nms=False, amp=True, angle=1.0, augment=False, auto_augment=randaugment, batch=16, bgr=0.0, box=7.5, cache=False, cfg=None, classes=None, close_mosaic=10, cls=0.5, cls_pw=0.0, compile=False, conf=None, copy_paste=0.0, copy_paste_mode=flip, cos_lr=False, cutmix=0.0, data=/content/pothole.yaml, degrees=0.0, deterministic=True, device=0, dfl=1.5, dnn=False, dropout=0.0, dynamic=False, embed=None, end2end=None, epochs=50, erasing=0.4, exist_ok=False, fliplr=0.5, flipud=0.0, format=torchscript, fraction=1.0, freeze=None, half=False, hsv_h=0.015, hsv_s=0.7, hsv_v=0.4, imgsz=640, int8=False, iou=0.7, keras=False, kobj=1.0, line_width=None, lr0=0.01, lrf=0.01, mask_ratio=4, max_det=300, mixup=0.0, mode=train, model=yolov8n.pt, momentum=0.937, mosaic=1.0, multi_scale=0.0, name=pothole_v12, nbs=64, nms=False, opset=None, optimize=False, optimizer=auto, overlap_mask=True, patience=100, perspective=0.0, plots=True, pose=12.0, pretrained=True, profile=False, project=/content/runs/detect, rect=False, resume=False, retina_masks=False, rle=1.0, save=True, save_conf=False, save_crop=False, save_dir=/content/runs/detect/pothole_v12, save_frames=False, save_json=False, save_period=-1, save_txt=False, scale=0.5, seed=0, shear=0.0, show=False, show_boxes=True, show_conf=True, show_labels=True, simplify=True, single_cls=False, source=None, split=val, stream_buffer=False, task=detect, time=None, tracker=botsort.yaml, translate=0.1, val=True, verbose=True, vid_stride=1, visualize=False, warmup_bias_lr=0.1, warmup_epochs=3.0, warmup_momentum=0.8, weight_decay=0.0005, workers=8, workspace=None\n",
+            "Overriding model.yaml nc=80 with nc=3\n",
+            "\n",
+            "                   from  n    params  module                                       arguments                     \n",
+            "  0                  -1  1       464  ultralytics.nn.modules.conv.Conv             [3, 16, 3, 2]                 \n",
+            "  1                  -1  1      4672  ultralytics.nn.modules.conv.Conv             [16, 32, 3, 2]                \n",
+            "  2                  -1  1      7360  ultralytics.nn.modules.block.C2f             [32, 32, 1, True]             \n",
+            "  3                  -1  1     18560  ultralytics.nn.modules.conv.Conv             [32, 64, 3, 2]                \n",
+            "  4                  -1  2     49664  ultralytics.nn.modules.block.C2f             [64, 64, 2, True]             \n",
+            "  5                  -1  1     73984  ultralytics.nn.modules.conv.Conv             [64, 128, 3, 2]               \n",
+            "  6                  -1  2    197632  ultralytics.nn.modules.block.C2f             [128, 128, 2, True]           \n",
+            "  7                  -1  1    295424  ultralytics.nn.modules.conv.Conv             [128, 256, 3, 2]              \n",
+            "  8                  -1  1    460288  ultralytics.nn.modules.block.C2f             [256, 256, 1, True]           \n",
+            "  9                  -1  1    164608  ultralytics.nn.modules.block.SPPF            [256, 256, 5]                 \n",
+            " 10                  -1  1         0  torch.nn.modules.upsampling.Upsample         [None, 2, 'nearest']          \n",
+            " 11             [-1, 6]  1         0  ultralytics.nn.modules.conv.Concat           [1]                           \n",
+            " 12                  -1  1    148224  ultralytics.nn.modules.block.C2f             [384, 128, 1]                 \n",
+            " 13                  -1  1         0  torch.nn.modules.upsampling.Upsample         [None, 2, 'nearest']          \n",
+            " 14             [-1, 4]  1         0  ultralytics.nn.modules.conv.Concat           [1]                           \n",
+            " 15                  -1  1     37248  ultralytics.nn.modules.block.C2f             [192, 64, 1]                  \n",
+            " 16                  -1  1     36992  ultralytics.nn.modules.conv.Conv             [64, 64, 3, 2]                \n",
+            " 17            [-1, 12]  1         0  ultralytics.nn.modules.conv.Concat           [1]                           \n",
+            " 18                  -1  1    123648  ultralytics.nn.modules.block.C2f             [192, 128, 1]                 \n",
+            " 19                  -1  1    147712  ultralytics.nn.modules.conv.Conv             [128, 128, 3, 2]              \n",
+            " 20             [-1, 9]  1         0  ultralytics.nn.modules.conv.Concat           [1]                           \n",
+            " 21                  -1  1    493056  ultralytics.nn.modules.block.C2f             [384, 256, 1]                 \n",
+            " 22        [15, 18, 21]  1    751897  ultralytics.nn.modules.head.Detect           [3, 16, None, [64, 128, 256]] \n",
+            "Model summary: 130 layers, 3,011,433 parameters, 3,011,417 gradients, 8.2 GFLOPs\n",
+            "\n",
+            "Transferred 319/355 items from pretrained weights\n",
+            "Freezing layer 'model.22.dfl.conv.weight'\n",
+            "\u001b[34m\u001b[1mAMP: \u001b[0mrunning Automatic Mixed Precision (AMP) checks...\n",
+            "\u001b[34m\u001b[1mAMP: \u001b[0mchecks passed ✅\n",
+            "\u001b[34m\u001b[1mtrain: \u001b[0mFast image access ✅ (ping: 0.0±0.0 ms, read: 1748.1±478.9 MB/s, size: 91.3 KB)\n",
+            "\u001b[K\u001b[34m\u001b[1mtrain: \u001b[0mScanning /content/merged/train/labels.cache... 2009 images, 0 backgrounds, 0 corrupt: 100% ━━━━━━━━━━━━ 2009/2009 702.2Mit/s 0.0s\n",
+            "\u001b[34m\u001b[1malbumentations: \u001b[0mBlur(p=0.01, blur_limit=(3, 7)), MedianBlur(p=0.01, blur_limit=(3, 7)), ToGray(p=0.01, method='weighted_average', num_output_channels=3), CLAHE(p=0.01, clip_limit=(1.0, 4.0), tile_grid_size=(8, 8))\n",
+            "\u001b[34m\u001b[1mval: \u001b[0mFast image access ✅ (ping: 0.0±0.0 ms, read: 602.0±531.0 MB/s, size: 96.3 KB)\n",
+            "\u001b[K\u001b[34m\u001b[1mval: \u001b[0mScanning /content/merged/train/labels.cache... 2009 images, 0 backgrounds, 0 corrupt: 100% ━━━━━━━━━━━━ 2009/2009 98.0Mit/s 0.0s\n",
+            "\u001b[34m\u001b[1moptimizer:\u001b[0m 'optimizer=auto' found, ignoring 'lr0=0.01' and 'momentum=0.937' and determining best 'optimizer', 'lr0' and 'momentum' automatically... \n",
+            "\u001b[34m\u001b[1moptimizer:\u001b[0m AdamW(lr=0.001429, momentum=0.9) with parameter groups 57 weight(decay=0.0), 64 weight(decay=0.0005), 63 bias(decay=0.0)\n",
+            "Plotting labels to /content/runs/detect/pothole_v12/labels.jpg... \n",
+            "Image sizes 640 train, 640 val\n",
+            "Using 2 dataloader workers\n",
+            "Logging results to \u001b[1m/content/runs/detect/pothole_v12\u001b[0m\n",
+            "Starting training for 50 epochs...\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K       1/50      2.07G      2.461      3.585      1.815         42        640: 100% ━━━━━━━━━━━━ 126/126 2.6it/s 48.6s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.1it/s 15.5s\n",
+            "                   all       2009       4737      0.294      0.193      0.145     0.0462\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K       2/50      2.18G      2.278      2.788      1.713         39        640: 100% ━━━━━━━━━━━━ 126/126 3.0it/s 42.4s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.0it/s 15.7s\n",
+            "                   all       2009       4737      0.314       0.26      0.225     0.0889\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K       3/50      2.18G      2.302      2.577      1.706         39        640: 100% ━━━━━━━━━━━━ 126/126 3.0it/s 42.3s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.3it/s 14.7s\n",
+            "                   all       2009       4737      0.346      0.319      0.254     0.0951\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K       4/50      2.18G      2.292      2.446      1.713         26        640: 100% ━━━━━━━━━━━━ 126/126 3.2it/s 39.8s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.2it/s 15.0s\n",
+            "                   all       2009       4737      0.345      0.347      0.292      0.114\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K       5/50      2.18G      2.235      2.342      1.692         37        640: 100% ━━━━━━━━━━━━ 126/126 3.0it/s 41.5s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.2it/s 15.2s\n",
+            "                   all       2009       4737      0.371      0.323      0.285      0.116\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K       6/50      2.18G      2.198      2.251      1.665         25        640: 100% ━━━━━━━━━━━━ 126/126 3.0it/s 42.3s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.2it/s 14.9s\n",
+            "                   all       2009       4737      0.405      0.399      0.345      0.146\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K       7/50      2.18G      2.178      2.215      1.644         39        640: 100% ━━━━━━━━━━━━ 126/126 3.1it/s 40.6s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.1it/s 15.5s\n",
+            "                   all       2009       4737      0.383      0.412      0.367       0.15\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K       8/50      2.18G      2.165      2.176       1.62         39        640: 100% ━━━━━━━━━━━━ 126/126 3.0it/s 41.3s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.2it/s 15.1s\n",
+            "                   all       2009       4737       0.36      0.426      0.381       0.16\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K       9/50      2.18G      2.125      2.129      1.607         25        640: 100% ━━━━━━━━━━━━ 126/126 3.0it/s 41.7s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.1it/s 15.3s\n",
+            "                   all       2009       4737      0.411      0.429      0.392      0.162\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      10/50      2.18G       2.13      2.077      1.599         52        640: 100% ━━━━━━━━━━━━ 126/126 3.0it/s 42.2s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.2it/s 15.1s\n",
+            "                   all       2009       4737      0.454      0.414      0.408      0.174\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      11/50      2.18G      2.074      2.036      1.575         43        640: 100% ━━━━━━━━━━━━ 126/126 3.2it/s 39.8s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.1it/s 15.3s\n",
+            "                   all       2009       4737      0.426      0.441      0.402       0.17\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      12/50      2.18G      2.083      2.026      1.576         28        640: 100% ━━━━━━━━━━━━ 126/126 3.0it/s 42.1s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.2it/s 15.0s\n",
+            "                   all       2009       4737      0.445      0.442      0.405      0.171\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      13/50      2.18G      2.068          2       1.57         41        640: 100% ━━━━━━━━━━━━ 126/126 3.0it/s 41.6s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.3it/s 14.8s\n",
+            "                   all       2009       4737      0.442       0.45      0.418       0.18\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      14/50      2.18G      2.054       1.98      1.556         43        640: 100% ━━━━━━━━━━━━ 126/126 3.2it/s 39.7s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.0it/s 15.7s\n",
+            "                   all       2009       4737        0.4      0.465      0.423      0.167\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      15/50      2.18G      2.062       1.97      1.549         29        640: 100% ━━━━━━━━━━━━ 126/126 3.1it/s 40.4s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.1it/s 15.3s\n",
+            "                   all       2009       4737      0.486      0.481      0.455        0.2\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      16/50      2.18G      2.017      1.908      1.536         36        640: 100% ━━━━━━━━━━━━ 126/126 3.0it/s 41.6s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.2it/s 15.0s\n",
+            "                   all       2009       4737      0.507      0.494      0.476      0.211\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      17/50      2.18G      2.008       1.91      1.533         35        640: 100% ━━━━━━━━━━━━ 126/126 3.1it/s 40.9s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.2it/s 15.1s\n",
+            "                   all       2009       4737      0.506      0.502      0.484      0.214\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      18/50      2.18G      2.014      1.871      1.512         43        640: 100% ━━━━━━━━━━━━ 126/126 3.1it/s 41.0s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.3it/s 14.7s\n",
+            "                   all       2009       4737      0.511      0.482      0.476      0.219\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      19/50      2.18G          2      1.871      1.514         36        640: 100% ━━━━━━━━━━━━ 126/126 3.0it/s 42.4s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.0it/s 15.8s\n",
+            "                   all       2009       4737      0.519      0.512       0.49      0.215\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      20/50      2.18G      1.971      1.848      1.496         33        640: 100% ━━━━━━━━━━━━ 126/126 3.0it/s 41.8s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.1it/s 15.3s\n",
+            "                   all       2009       4737      0.544       0.52      0.522      0.233\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      21/50      2.18G      1.973      1.843      1.501         42        640: 100% ━━━━━━━━━━━━ 126/126 3.1it/s 40.6s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.1it/s 15.3s\n",
+            "                   all       2009       4737      0.528      0.532      0.528      0.244\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      22/50      2.18G      1.966      1.798      1.489         25        640: 100% ━━━━━━━━━━━━ 126/126 3.0it/s 41.3s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.2it/s 15.1s\n",
+            "                   all       2009       4737      0.528      0.524      0.514      0.233\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      23/50      2.18G      1.962      1.804      1.492         29        640: 100% ━━━━━━━━━━━━ 126/126 2.9it/s 42.8s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.2it/s 15.2s\n",
+            "                   all       2009       4737      0.504       0.51      0.505      0.239\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      24/50      2.18G      1.948      1.791       1.48         52        640: 100% ━━━━━━━━━━━━ 126/126 3.0it/s 42.3s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.1it/s 15.2s\n",
+            "                   all       2009       4737      0.534      0.549      0.551      0.258\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      25/50      2.18G      1.949      1.755      1.471         53        640: 100% ━━━━━━━━━━━━ 126/126 3.1it/s 40.5s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.0it/s 15.6s\n",
+            "                   all       2009       4737      0.581      0.543      0.558      0.263\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      26/50      2.18G      1.946      1.761      1.454         36        640: 100% ━━━━━━━━━━━━ 126/126 3.1it/s 41.2s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.2it/s 15.1s\n",
+            "                   all       2009       4737      0.587      0.547      0.565      0.266\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      27/50      2.18G      1.888      1.715      1.438         36        640: 100% ━━━━━━━━━━━━ 126/126 3.0it/s 42.1s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.1it/s 15.5s\n",
+            "                   all       2009       4737      0.589      0.551      0.578       0.28\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      28/50      2.18G       1.93      1.705      1.444         41        640: 100% ━━━━━━━━━━━━ 126/126 3.1it/s 41.2s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.1it/s 15.5s\n",
+            "                   all       2009       4737      0.606      0.563      0.592      0.283\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      29/50      2.18G      1.879      1.654      1.431         44        640: 100% ━━━━━━━━━━━━ 126/126 3.1it/s 40.5s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.1it/s 15.4s\n",
+            "                   all       2009       4737       0.58      0.564      0.578      0.274\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      30/50      2.18G      1.877      1.658      1.432         36        640: 100% ━━━━━━━━━━━━ 126/126 3.0it/s 42.1s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.1it/s 15.3s\n",
+            "                   all       2009       4737      0.621      0.585      0.607        0.3\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      31/50      2.18G      1.877      1.637      1.422         45        640: 100% ━━━━━━━━━━━━ 126/126 3.0it/s 42.4s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.0it/s 15.6s\n",
+            "                   all       2009       4737      0.621      0.595      0.626      0.309\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      32/50      2.18G      1.856      1.636      1.417         55        640: 100% ━━━━━━━━━━━━ 126/126 2.9it/s 42.8s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.3it/s 14.6s\n",
+            "                   all       2009       4737      0.622      0.607      0.627      0.314\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      33/50      2.18G      1.861      1.607      1.408         31        640: 100% ━━━━━━━━━━━━ 126/126 3.1it/s 40.9s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.2it/s 14.9s\n",
+            "                   all       2009       4737      0.643      0.601      0.635      0.311\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      34/50      2.18G      1.847      1.612        1.4         48        640: 100% ━━━━━━━━━━━━ 126/126 3.0it/s 42.5s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.1it/s 15.4s\n",
+            "                   all       2009       4737      0.648      0.625      0.659      0.328\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      35/50      2.18G       1.81      1.578      1.393         48        640: 100% ━━━━━━━━━━━━ 126/126 3.0it/s 42.0s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.0it/s 15.6s\n",
+            "                   all       2009       4737      0.637       0.64      0.659      0.334\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      36/50      2.18G      1.837      1.554      1.398         42        640: 100% ━━━━━━━━━━━━ 126/126 3.1it/s 41.0s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.1it/s 15.4s\n",
+            "                   all       2009       4737      0.659      0.639      0.674      0.342\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      37/50      2.18G      1.828      1.573       1.39         34        640: 100% ━━━━━━━━━━━━ 126/126 3.1it/s 40.6s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.1it/s 15.4s\n",
+            "                   all       2009       4737      0.662      0.613       0.66      0.334\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      38/50      2.18G      1.798      1.516      1.373         45        640: 100% ━━━━━━━━━━━━ 126/126 3.0it/s 42.3s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.1it/s 15.3s\n",
+            "                   all       2009       4737      0.661      0.641      0.678       0.35\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      39/50      2.18G      1.801      1.518      1.373         50        640: 100% ━━━━━━━━━━━━ 126/126 3.0it/s 42.2s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.0it/s 15.9s\n",
+            "                   all       2009       4737       0.68       0.64      0.692       0.36\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      40/50      2.18G      1.773      1.485       1.36         44        640: 100% ━━━━━━━━━━━━ 126/126 3.1it/s 40.2s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.2it/s 15.0s\n",
+            "                   all       2009       4737      0.675      0.655        0.7      0.359\n",
+            "Closing dataloader mosaic\n",
+            "\u001b[34m\u001b[1malbumentations: \u001b[0mBlur(p=0.01, blur_limit=(3, 7)), MedianBlur(p=0.01, blur_limit=(3, 7)), ToGray(p=0.01, method='weighted_average', num_output_channels=3), CLAHE(p=0.01, clip_limit=(1.0, 4.0), tile_grid_size=(8, 8))\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      41/50      2.18G      1.765      1.475      1.409         13        640: 100% ━━━━━━━━━━━━ 126/126 3.0it/s 41.6s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.3it/s 14.7s\n",
+            "                   all       2009       4737      0.677      0.635      0.684      0.352\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      42/50      2.18G      1.732      1.417      1.393         14        640: 100% ━━━━━━━━━━━━ 126/126 3.4it/s 36.7s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.4it/s 14.4s\n",
+            "                   all       2009       4737      0.705      0.658      0.716      0.375\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      43/50      2.18G      1.709      1.389      1.379         27        640: 100% ━━━━━━━━━━━━ 126/126 3.3it/s 38.5s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.3it/s 14.8s\n",
+            "                   all       2009       4737      0.704      0.664      0.718      0.376\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      44/50      2.18G      1.698      1.365      1.381         18        640: 100% ━━━━━━━━━━━━ 126/126 3.5it/s 36.4s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.3it/s 14.7s\n",
+            "                   all       2009       4737      0.732       0.66      0.729       0.38\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      45/50      2.18G      1.679      1.353      1.373         23        640: 100% ━━━━━━━━━━━━ 126/126 3.4it/s 37.4s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.1it/s 15.2s\n",
+            "                   all       2009       4737      0.733      0.675       0.74      0.401\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      46/50      2.18G      1.678      1.335      1.358         20        640: 100% ━━━━━━━━━━━━ 126/126 3.4it/s 36.6s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.3it/s 14.6s\n",
+            "                   all       2009       4737      0.739      0.676      0.747      0.402\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      47/50      2.18G       1.66       1.34       1.36         18        640: 100% ━━━━━━━━━━━━ 126/126 3.4it/s 37.0s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.3it/s 14.6s\n",
+            "                   all       2009       4737      0.743      0.687      0.761      0.412\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      48/50      2.18G      1.661      1.296      1.346         22        640: 100% ━━━━━━━━━━━━ 126/126 3.3it/s 37.8s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.2it/s 15.0s\n",
+            "                   all       2009       4737      0.747      0.688      0.762      0.415\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      49/50      2.18G      1.616      1.276       1.33         17        640: 100% ━━━━━━━━━━━━ 126/126 3.5it/s 36.3s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.3it/s 14.5s\n",
+            "                   all       2009       4737       0.75      0.696      0.767      0.422\n",
+            "\n",
+            "      Epoch    GPU_mem   box_loss   cls_loss   dfl_loss  Instances       Size\n",
+            "\u001b[K      50/50      2.18G      1.613      1.265      1.325         15        640: 100% ━━━━━━━━━━━━ 126/126 3.3it/s 38.5s\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 4.2it/s 15.0s\n",
+            "                   all       2009       4737       0.75      0.712      0.775      0.427\n",
+            "\n",
+            "50 epochs completed in 0.787 hours.\n",
+            "Optimizer stripped from /content/runs/detect/pothole_v12/weights/last.pt, 6.2MB\n",
+            "Optimizer stripped from /content/runs/detect/pothole_v12/weights/best.pt, 6.2MB\n",
+            "\n",
+            "Validating /content/runs/detect/pothole_v12/weights/best.pt...\n",
+            "Ultralytics 8.4.37 🚀 Python-3.12.13 torch-2.10.0+cu128 CUDA:0 (Tesla T4, 14913MiB)\n",
+            "Model summary (fused): 73 layers, 3,006,233 parameters, 0 gradients, 8.1 GFLOPs\n",
+            "\u001b[K                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95): 100% ━━━━━━━━━━━━ 63/63 3.7it/s 17.1s\n",
+            "                   all       2009       4737       0.75      0.712      0.774      0.426\n",
+            "               pothole        795       1261      0.692      0.638       0.71      0.363\n",
+            "                 crack       1375       2519      0.693      0.623      0.697      0.382\n",
+            "               manhole        759        957      0.865      0.874      0.917      0.535\n",
+            "Speed: 0.1ms preprocess, 1.6ms inference, 0.0ms loss, 1.7ms postprocess per image\n",
+            "Results saved to \u001b[1m/content/runs/detect/pothole_v12\u001b[0m\n",
+            "✅ YOLO Training Finished\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# Cell 8 — Export ONNX\n",
+        "best_model = YOLO('/content/runs/detect/pothole_v1/weights/best.pt')\n",
+        "best_model.export(format='onnx', imgsz=640, opset=12, simplify=True)\n",
+        "best_model.export(format='torchscript')\n",
+        "print(\"✅ ONNX models generated\")\n"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "53VaY29vfU3S",
+        "outputId": "43484095-f9d9-43bd-efbf-cef0b272448a"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Ultralytics 8.4.37 🚀 Python-3.12.13 torch-2.10.0+cu128 CPU (Intel Xeon CPU @ 2.00GHz)\n",
+            "💡 ProTip: Export to OpenVINO format for best performance on Intel hardware. Learn more at https://docs.ultralytics.com/integrations/openvino/\n",
+            "Model summary (fused): 73 layers, 3,006,233 parameters, 0 gradients, 8.1 GFLOPs\n",
+            "\n",
+            "\u001b[34m\u001b[1mPyTorch:\u001b[0m starting from '/content/runs/detect/pothole_v1/weights/best.pt' with input shape (1, 3, 640, 640) BCHW and output shape(s) (1, 7, 8400) (5.9 MB)\n",
+            "\u001b[31m\u001b[1mrequirements:\u001b[0m Ultralytics requirements ['onnxslim>=0.1.71', 'onnxruntime-gpu'] not found, attempting AutoUpdate...\n",
+            "Using Python 3.12.13 environment at: /usr\n",
+            "Resolved 12 packages in 446ms\n",
+            "Prepared 3 packages in 4.89s\n",
+            "Installed 3 packages in 39ms\n",
+            " + colorama==0.4.6\n",
+            " + onnxruntime-gpu==1.24.4\n",
+            " + onnxslim==0.1.91\n",
+            "\n",
+            "\u001b[31m\u001b[1mrequirements:\u001b[0m AutoUpdate success ✅ 6.3s\n",
+            "WARNING ⚠️ \u001b[31m\u001b[1mrequirements:\u001b[0m \u001b[1mRestart runtime or rerun command for updates to take effect\u001b[0m\n",
+            "\n",
+            "\n",
+            "\u001b[34m\u001b[1mONNX:\u001b[0m starting export with onnx 1.21.0 opset 12...\n",
+            "\u001b[34m\u001b[1mONNX:\u001b[0m slimming with onnxslim 0.1.91...\n",
+            "\u001b[34m\u001b[1mONNX:\u001b[0m export success ✅ 7.9s, saved as '/content/runs/detect/pothole_v1/weights/best.onnx' (11.7 MB)\n",
+            "\n",
+            "Export complete (9.3s)\n",
+            "Results saved to \u001b[1m/content/runs/detect/pothole_v1/weights\u001b[0m\n",
+            "Predict:         yolo predict task=detect model=/content/runs/detect/pothole_v1/weights/best.onnx imgsz=640 \n",
+            "Validate:        yolo val task=detect model=/content/runs/detect/pothole_v1/weights/best.onnx imgsz=640 data=/content/pothole.yaml  \n",
+            "Visualize:       https://netron.app\n",
+            "Ultralytics 8.4.37 🚀 Python-3.12.13 torch-2.10.0+cu128 CPU (Intel Xeon CPU @ 2.00GHz)\n",
+            "Model summary (fused): 73 layers, 3,006,233 parameters, 0 gradients, 8.1 GFLOPs\n",
+            "\n",
+            "\u001b[34m\u001b[1mPyTorch:\u001b[0m starting from '/content/runs/detect/pothole_v1/weights/best.pt' with input shape (1, 3, 640, 640) BCHW and output shape(s) (1, 7, 8400) (5.9 MB)\n",
+            "\n",
+            "\u001b[34m\u001b[1mTorchScript:\u001b[0m starting export with torch 2.10.0+cu128...\n",
+            "\u001b[34m\u001b[1mTorchScript:\u001b[0m export success ✅ 1.9s, saved as '/content/runs/detect/pothole_v1/weights/best.torchscript' (11.9 MB)\n",
+            "\n",
+            "Export complete (2.3s)\n",
+            "Results saved to \u001b[1m/content/runs/detect/pothole_v1/weights\u001b[0m\n",
+            "Predict:         yolo predict task=detect model=/content/runs/detect/pothole_v1/weights/best.torchscript imgsz=640 \n",
+            "Validate:        yolo val task=detect model=/content/runs/detect/pothole_v1/weights/best.torchscript imgsz=640 data=/content/pothole.yaml  \n",
+            "Visualize:       https://netron.app\n",
+            "✅ ONNX models generated\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# Cell 9 — Download the weights\n",
+        "import shutil\n",
+        "from google.colab import files\n",
+        "shutil.make_archive('/content/pothole_weights', 'zip', '/content/runs/detect/pothole_v1/weights')\n",
+        "files.download('/content/pothole_weights.zip')\n"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 34
+        },
+        "id": "SEZ7OyABfs_3",
+        "outputId": "e237add9-7506-4af3-cae3-8827fb64c9fc"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "<IPython.core.display.Javascript object>"
+            ],
+            "application/javascript": [
+              "\n",
+              "    async function download(id, filename, size) {\n",
+              "      if (!google.colab.kernel.accessAllowed) {\n",
+              "        return;\n",
+              "      }\n",
+              "      const div = document.createElement('div');\n",
+              "      const label = document.createElement('label');\n",
+              "      label.textContent = `Downloading \"${filename}\": `;\n",
+              "      div.appendChild(label);\n",
+              "      const progress = document.createElement('progress');\n",
+              "      progress.max = size;\n",
+              "      div.appendChild(progress);\n",
+              "      document.body.appendChild(div);\n",
+              "\n",
+              "      const buffers = [];\n",
+              "      let downloaded = 0;\n",
+              "\n",
+              "      const channel = await google.colab.kernel.comms.open(id);\n",
+              "      // Send a message to notify the kernel that we're ready.\n",
+              "      channel.send({})\n",
+              "\n",
+              "      for await (const message of channel.messages) {\n",
+              "        // Send a message to notify the kernel that we're ready.\n",
+              "        channel.send({})\n",
+              "        if (message.buffers) {\n",
+              "          for (const buffer of message.buffers) {\n",
+              "            buffers.push(buffer);\n",
+              "            downloaded += buffer.byteLength;\n",
+              "            progress.value = downloaded;\n",
+              "          }\n",
+              "        }\n",
+              "      }\n",
+              "      const blob = new Blob(buffers, {type: 'application/binary'});\n",
+              "      const a = document.createElement('a');\n",
+              "      a.href = window.URL.createObjectURL(blob);\n",
+              "      a.download = filename;\n",
+              "      div.appendChild(a);\n",
+              "      a.click();\n",
+              "      div.remove();\n",
+              "    }\n",
+              "  "
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "<IPython.core.display.Javascript object>"
+            ],
+            "application/javascript": [
+              "download(\"download_2729bae4-56fd-42a8-8baf-585fe75b983c\", \"pothole_weights.zip\", 32567058)"
+            ]
+          },
+          "metadata": {}
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file