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+test_results(model_evaluation)/try_2025_12_03/resnet18_final/screenshots/result_9(moderate).png filter=lfs diff=lfs merge=lfs -text

map_node/map_1_node.txt

@@ -0,0 +1,68 @@
+[NODES]
+1,1.5580790,110.3551000,Jalan Song Far North End (Boundary)
+2,1.5574580,110.3529614,McDonald's/Commercial Area Entrance
+3,1.5568203,110.3558762,Jalan Song Main Exit/Flyover Access Point
+4,1.5563723,110.3565432,Traffic Light Junction 1 (Central Hub)
+5,1.5556772,110.3570280,Jalan Tun Razak South Major Jct
+6,1.5549540,110.3569900,South Boundary Intersection
+7,1.5554000,110.3512720,Far West Link (Boundary)
+8,1.5570160,110.3529972,Song Commercial Midpoint
+9,1.5565745,110.3519759,Residential T-Junction
+10,1.5578000,110.3540000,North Link Intermediate
+11,1.5571740,110.3528519,Jalan Song Link South
+12,1.5560000,110.3575000,Eastern Back Street Link
+13,1.5550000,110.3585000,Far South East Jct
+14,1.5548114,110.3579789,Jalan Tun Razak Midpoint
+15,1.5569000,110.3540000,Flyover Entrance/Exit
+16,1.5570000,110.3550000,Flyover Turn-Off Intermediate Node
+
+[WAYS]
+2001,1,10,Jalan Song North Connector,primary,4
+2002,10,16,Jalan Song Main Stretch North,primary,4
+2003,16,3,Jalan Song Main Stretch South,primary,4
+2004,3,4,Traffic Hub Approach,primary,4
+2005,4,5,Tun Razak South Link,primary,4
+2006,5,6,South Boundary Road,secondary,3
+2007,6,14,Boundary to Midpoint Link,secondary,3
+2008,14,5,Midpoint to Tun Razak Jct,secondary,3
+
+2009,5,4,Tun Razak South Link (R),primary,4
+2010,4,3,Traffic Hub Approach (R),primary,4
+2011,3,16,Jalan Song Main Stretch South (R),primary,4
+2012,16,10,Jalan Song Main Stretch North (R),primary,4
+2013,10,1,Jalan Song North Connector (R),primary,4
+2014,6,5,South Boundary Road (R),secondary,3
+2015,14,6,Boundary to Midpoint Link (R),secondary,3
+2016,5,14,Midpoint to Tun Razak Jct (R),secondary,3
+
+2017,16,15,Flyover Turn-Off,primary,4  
+2018,15,16,Flyover Entry/Merge,primary,4
+2019,15,9,Residential Connector,residential,2
+2020,9,15,Residential Connector (R),residential,2
+
+2021,2,8,McDonald's to Midpoint,service,2
+2022,8,2,Midpoint to McDonald's (R),service,2
+2023,8,11,Commercial Backlink,service,2
+2024,11,8,Commercial Backlink (R),service,2
+2025,11,7,Far West Linkage,secondary,3
+2026,7,11,Far West Linkage (R),secondary,3
+
+2027,4,12,Eastern Backstreet Access,tertiary,3
+2028,12,4,Eastern Backstreet Access (R),tertiary,3
+2029,12,13,South East Perimeter,tertiary,3
+2030,13,12,South East Perimeter (R),tertiary,3
+2031,13,14,Perimeter to Midpoint,secondary,3
+2032,14,13,Perimeter to Midpoint (R),secondary,3
+
+
+[CAMERAS]
+2002,images/cam_song_main_stretch_north.jpg
+2004,images/cam_traffic_hub.jpg
+2017,images/cam_flyover_turn_off.jpg
+2027,images/cam_backstreet_access.jpg
+
+
+[META]
+START,1
+GOAL,7,13
+ACCIDENT_MULTIPLIER,3

map_node/map_2_node.txt

@@ -0,0 +1,45 @@
+[NODES]
+1,1.501234,110.260000,Start Point - City Gate
+2,1.503500,110.261500,Market Square
+3,1.505000,110.258900,River Dock
+4,1.508000,110.263000,Old Tower
+5,1.506100,110.265500,Residential Zone A
+6,1.510000,110.268000,Industrial Hub
+
+[WAYS]
+# way_id,from_node,to_node,road_name,highway_type,travel_time_min
+
+# City Gate ↔ Market Square (Heavy traffic inbound to market)
+3001,1,2,Main Avenue,primary,5
+3002,2,1,Main Avenue,primary,3
+
+# Market Square ↔ River Dock (Toward river is slow/congested)
+3003,2,3,River Road,secondary,4
+3004,3,2,River Road,secondary,2
+
+# River Dock ↔ Old Tower (Uphill is long and slow)
+3005,3,4,Hill Climb,tertiary,7
+3006,4,3,Hill Climb,tertiary,3
+
+# Old Tower ↔ Residential Zone A (Short loop, slower when exiting A)
+3007,4,5,Service Lane,residential,2
+3008,5,4,Service Lane Reverse,service,3
+
+# Residential Zone A ↔ Industrial Hub (Rush hour from Industrial Hub is slowest)
+3009,5,6,Ring Highway,primary,6
+3010,6,5,Ring Highway,primary,8
+
+# City Gate ↔ Industrial Hub (Longest route)
+3011,1,6,Outer Bypass,secondary,10
+3012,6,1,Outer Bypass,secondary,9
+
+[CAMERAS]
+# Monitored roads (accident ⇒ time × ACCIDENT_MULTIPLIER)
+3001,images/cam_main_avenue.jpg
+3005,images/cam_hill_climb.jpg
+3010,images/cam_ring_highway.jpg
+
+[META]
+START,1
+GOAL,4,6
+ACCIDENT_MULTIPLIER,3

test_cases/DISCLAIMER.txt

@@ -1 +1 @@
-Disclaimer : All Test Cases Need to Use map.osm for the map
+Disclaimer: All test cases must use the map.osm file (provided by Dr. Joel).

test_cases/map_1/DISCLAIMER.txt

@@ -0,0 +1 @@
+Disclaimer: All test cases must use the map_1.osm file (customised by Our Group).

test_cases/map_1/tc1.txt

@@ -0,0 +1,39 @@
+[NODES]
+1,1.557016,110.3529972,Commercial Midpoint (Former Node 8)
+2,1.5565745,110.3519759,Residential T-Junction (Former Node 9)
+3,1.557458,110.3529614,McDonalds/Commercial Entrance (Former Node 2)
+4,1.5577586,110.3529604,Main Road Midpoint North
+5,1.557066,110.3544655,Flyover Ramp Entry Point
+6,1.5576654,110.3532868,Main Road Intermediate
+7,1.5573657,110.3538546,Main Road Approach North
+8,1.5571589,110.3542433,Main Road Approach South
+9,1.5576533,110.352737,Commercial Back Link North
+10,1.5575587,110.3527114,Commercial Back Link South
+
+[WAYS]
+3001,9,7,Synthetic Major Traffic Artery,primary,2
+3002,7,9,Synthetic Major Traffic Artery (R),primary,2
+3003,7,6,Synthetic Major Traffic Artery,primary,3
+3004,6,7,Synthetic Major Traffic Artery (R),primary,3
+3005,6,5,Synthetic Commercial Service Road,service,3
+3006,5,6,Synthetic Commercial Service Road (R),service,3
+3007,5,4,Synthetic Commercial Service Road,service,3
+3008,4,5,Synthetic Commercial Service Road (R),service,3
+3009,4,2,Synthetic Collector Road Link,secondary,4
+3010,2,4,Synthetic Collector Road Link (R),secondary,4
+3011,2,1,Synthetic Commercial Service Road,service,3
+3012,1,2,Synthetic Commercial Service Road (R),service,3
+3013,1,8,Synthetic Major Traffic Artery,primary,2
+3014,8,1,Synthetic Major Traffic Artery (R),primary,2
+3015,8,10,Synthetic Collector Road Link,secondary,2
+3016,10,8,Synthetic Collector Road Link (R),secondary,2
+3017,10,3,Synthetic Local Access Street,residential,2
+3018,3,10,Synthetic Local Access Street (R),residential,2
+
+[CAMERAS]
+
+
+[META]
+START,3
+GOAL,2
+ACCIDENT_MULTIPLIER,3

test_cases/map_1/tc10.txt

@@ -0,0 +1,38 @@
+[NODES]
+1,1.5581485,110.3518976,Northwest Boundary Point
+2,1.5579716,110.3503476,Northern Loop Start
+3,1.5580775,110.3505568,Northern Loop Midpoint
+4,1.5582556,110.3510276,Northern Loop Apex
+5,1.558332,110.3514815,North Corner
+6,1.5582757,110.3517762,Northern Entrance
+7,1.5580788,110.3507996,Northern Loop West
+8,1.5581794,110.3511134,Northern Loop East
+9,1.5582309,110.3514093,Northern Corner Link 1
+10,1.5581912,110.3516861,Northern Corner Link 2
+
+[WAYS]
+3171,6,9,Synthetic Major Traffic Artery,primary,3
+3172,9,6,Synthetic Major Traffic Artery (R),primary,3
+3173,9,1,Synthetic Major Traffic Artery,primary,4
+3174,1,9,Synthetic Major Traffic Artery (R),primary,4
+3175,10,1,Synthetic Local Access Street,residential,2
+3176,1,10,Synthetic Local Access Street (R),residential,2
+3177,10,5,Synthetic Commercial Service Road,service,2
+3178,5,10,Synthetic Commercial Service Road (R),service,2
+3179,5,3,Synthetic Commercial Service Road,service,4
+3180,3,5,Synthetic Commercial Service Road (R),service,4
+3181,3,2,Synthetic Commercial Service Road,service,4
+3182,2,3,Synthetic Commercial Service Road (R),service,4
+3183,2,7,Synthetic Major Traffic Artery,primary,4
+3184,7,2,Synthetic Major Traffic Artery (R),primary,4
+3185,7,8,Synthetic Local Access Street,residential,2
+3186,8,7,Synthetic Local Access Street (R),residential,2
+3187,8,4,Synthetic Collector Road Link,secondary,4
+3188,4,8,Synthetic Collector Road Link (R),secondary,4
+
+[CAMERAS]
+
+[META]
+START,5
+GOAL,2
+ACCIDENT_MULTIPLIER,3

test_cases/map_1/tc2.txt

@@ -0,0 +1,42 @@
+[NODES]
+1,1.5563147,110.3564489,Traffic Light Approach North
+2,1.5561612,110.3562162,Traffic Light Approach Center
+3,1.5560406,110.3560281,Traffic Light Approach South
+4,1.5559987,110.3559822,Intersection Curve 1
+5,1.556011,110.3558175,Intersection Curve 3
+6,1.5563744,110.3563821,Traffic Light Approach Merge
+7,1.555987,110.3567038,Traffic Light Jct Curve 1
+8,1.5565706,110.3561527,Traffic Light Jct Curve 2
+9,1.5567369,110.3558577,Traffic Light Jct Curve 3
+10,1.5568004,110.3554381,Main Road Exit Curve
+11,1.5569108,110.3547357,Main Road Entrance Curve
+
+[WAYS]
+3019,10,8,Synthetic Commercial Service Road,service,3
+3020,8,10,Synthetic Commercial Service Road (R),service,3
+3021,8,1,Synthetic Local Access Street,residential,2
+3022,1,8,Synthetic Local Access Street (R),residential,2
+3023,1,7,Synthetic Collector Road Link,secondary,3
+3024,7,1,Synthetic Collector Road Link (R),secondary,3
+3025,7,9,Synthetic Commercial Service Road,service,3
+3026,9,7,Synthetic Commercial Service Road (R),service,3
+3027,9,11,Synthetic Collector Road Link,secondary,2
+3028,11,9,Synthetic Collector Road Link (R),secondary,2
+3029,11,4,Synthetic Major Traffic Artery,primary,3
+3030,4,11,Synthetic Major Traffic Artery (R),primary,3
+3031,4,2,Synthetic Collector Road Link,secondary,3
+3032,2,4,Synthetic Collector Road Link (R),secondary,3
+3033,2,5,Synthetic Major Traffic Artery,primary,4
+3034,5,2,Synthetic Major Traffic Artery (R),primary,4
+3035,5,3,Synthetic Local Access Street,residential,2
+3036,3,5,Synthetic Local Access Street (R),residential,2
+3037,3,6,Synthetic Local Access Street,residential,2
+3038,6,3,Synthetic Local Access Street (R),residential,2
+
+[CAMERAS]
+
+
+[META]
+START,3
+GOAL,10
+ACCIDENT_MULTIPLIER,3

test_cases/map_1/tc3.txt

@@ -0,0 +1,38 @@
+[NODES]
+1,1.5581485,110.3518976,Northwest Boundary Point
+2,1.5574041,110.3492162,Far West Boundary Point 1
+3,1.5574447,110.349669,Far West Boundary Point 2
+4,1.5579716,110.3503476,Northern Loop Start
+5,1.5580775,110.3505568,Northern Loop Midpoint
+6,1.5582556,110.3510276,Northern Loop Apex
+7,1.558332,110.3514815,North Corner
+8,1.5582757,110.3517762,Northern Entrance
+9,1.5580788,110.3507996,Northern Loop West
+10,1.5581794,110.3511134,Northern Loop East
+
+[WAYS]
+3039,2,3,Synthetic Major Traffic Artery,primary,4
+3040,3,2,Synthetic Major Traffic Artery (R),primary,4
+3041,3,10,Synthetic Commercial Service Road,service,2
+3042,10,3,Synthetic Commercial Service Road (R),service,2
+3043,10,6,Synthetic Local Access Street,residential,2
+3044,6,10,Synthetic Local Access Street (R),residential,2
+3045,6,5,Synthetic Commercial Service Road,service,2
+3046,5,6,Synthetic Commercial Service Road (R),service,2
+3047,5,9,Synthetic Major Traffic Artery,primary,3
+3048,9,5,Synthetic Major Traffic Artery (R),primary,3
+3049,9,7,Synthetic Local Access Street,residential,2
+3050,7,9,Synthetic Local Access Street (R),residential,2
+3051,7,1,Synthetic Major Traffic Artery,primary,2
+3052,1,7,Synthetic Major Traffic Artery (R),primary,2
+3053,1,8,Synthetic Major Traffic Artery,primary,4
+3054,8,1,Synthetic Major Traffic Artery (R),primary,4
+3055,8,4,Synthetic Major Traffic Artery,primary,2
+3056,4,8,Synthetic Major Traffic Artery (R),primary,2
+
+[CAMERAS]
+
+[META]
+START,2
+GOAL,7
+ACCIDENT_MULTIPLIER,3

test_cases/map_1/tc4.txt

@@ -0,0 +1,39 @@
+[NODES]
+1,1.555257,110.3572738,South East Major Jct
+2,1.554789,110.3568097,Southwest Boundary Link
+3,1.5537205,110.3588537,Far South Boundary Point 1
+4,1.5533326,110.3588907,Far South Boundary Point 2
+5,1.5539504,110.3590178,Far South Link Midpoint
+6,1.5542127,110.3588437,Southeast Major Jct Approach 1
+7,1.554396,110.3585311,Southeast Major Jct Approach 2
+8,1.5546977,110.3579665,Southeast Major Jct Approach 3
+9,1.5550699,110.3574853,Southeast Major Jct Approach 4
+10,1.5556124,110.3569547,South Main Jct Curve
+
+[WAYS]
+3057,7,2,Synthetic Local Access Street,residential,2
+3058,2,7,Synthetic Local Access Street (R),residential,2
+3059,2,3,Synthetic Collector Road Link,secondary,3
+3060,3,2,Synthetic Collector Road Link (R),secondary,3
+3061,3,9,Synthetic Commercial Service Road,service,2
+3062,9,3,Synthetic Commercial Service Road (R),service,2
+3063,9,6,Synthetic Local Access Street,residential,2
+3064,6,9,Synthetic Local Access Street (R),residential,2
+3065,6,1,Synthetic Collector Road Link,secondary,3
+3066,1,6,Synthetic Collector Road Link (R),secondary,3
+3067,1,8,Synthetic Major Traffic Artery,primary,3
+3068,8,1,Synthetic Major Traffic Artery (R),primary,3
+3069,8,4,Synthetic Collector Road Link,secondary,4
+3070,4,8,Synthetic Collector Road Link (R),secondary,4
+3071,4,5,Synthetic Local Access Street,residential,2
+3072,5,4,Synthetic Local Access Street (R),residential,2
+3073,5,10,Synthetic Collector Road Link,secondary,4
+3074,10,5,Synthetic Collector Road Link (R),secondary,4
+
+[CAMERAS]
+
+
+[META]
+START,4
+GOAL,1
+ACCIDENT_MULTIPLIER,3

test_cases/map_1/tc5.txt

@@ -0,0 +1,38 @@
+[NODES]
+1,1.557016,110.3529972,Commercial Midpoint (Former Node 8)
+2,1.5572818,110.3527778,Minor Link North
+3,1.5574359,110.3526999,Minor Link Center
+4,1.557066,110.3544655,Flyover Ramp Entry Point
+5,1.5570668,110.3543982,Flyover Underpass Link 1
+6,1.5570099,110.3544612,Flyover Underpass Link 2
+7,1.5568262,110.3545286,Flyover Underpass Link 3
+8,1.5565706,110.3561527,Traffic Light Jct Curve 2
+9,1.5568004,110.3554381,Main Road Exit Curve
+10,1.5569108,110.3547357,Main Road Entrance Curve
+
+[WAYS]
+3075,4,5,Synthetic Commercial Service Road,service,2
+3076,5,4,Synthetic Commercial Service Road (R),service,2
+3077,5,2,Synthetic Commercial Service Road,service,3
+3078,2,5,Synthetic Commercial Service Road (R),service,3
+3079,2,1,Synthetic Major Traffic Artery,primary,2
+3080,1,2,Synthetic Major Traffic Artery (R),primary,2
+3081,1,6,Synthetic Commercial Service Road,service,3
+3082,6,1,Synthetic Commercial Service Road (R),service,3
+3083,6,9,Synthetic Commercial Service Road,service,4
+3084,9,6,Synthetic Commercial Service Road (R),service,4
+3085,9,8,Synthetic Major Traffic Artery,primary,4
+3086,8,9,Synthetic Major Traffic Artery (R),primary,4
+3087,8,10,Synthetic Collector Road Link,secondary,4
+3088,10,8,Synthetic Collector Road Link (R),secondary,4
+3089,10,7,Synthetic Commercial Service Road,service,4
+3090,7,10,Synthetic Commercial Service Road (R),service,4
+3091,7,3,Synthetic Collector Road Link,secondary,4
+3092,3,7,Synthetic Collector Road Link (R),secondary,4
+
+[CAMERAS]
+
+[META]
+START,7
+GOAL,4
+ACCIDENT_MULTIPLIER,3

test_cases/map_1/tc6.txt

@@ -0,0 +1,38 @@
+[NODES]
+1,1.5565745,110.3519759,Residential T-Junction (Former Node 9)
+2,1.5573657,110.3538546,Main Road Approach North
+3,1.5571589,110.3542433,Main Road Approach South
+4,1.5563147,110.3564489,Traffic Light Approach North
+5,1.5563744,110.3563821,Traffic Light Approach Merge
+6,1.554789,110.3568097,Southwest Boundary Link
+7,1.5546977,110.3579665,Southeast Major Jct Approach 3
+8,1.5550699,110.3574853,Southeast Major Jct Approach 4
+9,1.5556124,110.3569547,South Main Jct Curve
+10,1.555987,110.3567038,Traffic Light Jct Curve 1
+
+[WAYS]
+3093,1,4,Synthetic Collector Road Link,secondary,4
+3094,4,1,Synthetic Collector Road Link (R),secondary,4
+3095,4,7,Synthetic Major Traffic Artery,primary,3
+3096,7,4,Synthetic Major Traffic Artery (R),primary,3
+3097,7,5,Synthetic Major Traffic Artery,primary,2
+3098,5,7,Synthetic Major Traffic Artery (R),primary,2
+3099,5,2,Synthetic Major Traffic Artery,primary,3
+3100,2,5,Synthetic Major Traffic Artery (R),primary,3
+3101,2,3,Synthetic Major Traffic Artery,primary,3
+3102,3,2,Synthetic Major Traffic Artery (R),primary,3
+3103,3,8,Synthetic Collector Road Link,secondary,3
+3104,8,3,Synthetic Collector Road Link (R),secondary,3
+3105,8,9,Synthetic Major Traffic Artery,primary,3
+3106,9,8,Synthetic Major Traffic Artery (R),primary,3
+3107,9,6,Synthetic Collector Road Link,secondary,2
+3108,6,9,Synthetic Collector Road Link (R),secondary,2
+3109,6,10,Synthetic Local Access Street,residential,2
+3110,10,6,Synthetic Local Access Street (R),residential,2
+
+[CAMERAS]
+
+[META]
+START,6
+GOAL,4
+ACCIDENT_MULTIPLIER,3

test_cases/map_1/tc7.txt

@@ -0,0 +1,41 @@
+[NODES]
+1,1.5581485,110.3518976,Northwest Boundary Point
+2,1.557458,110.3529614,McDonalds/Commercial Entrance (Former Node 2)
+3,1.5579716,110.3503476,Northern Loop Start
+4,1.5580775,110.3505568,Northern Loop Midpoint
+5,1.5582757,110.3517762,Northern Entrance
+6,1.5577586,110.3529604,Main Road Midpoint North
+7,1.5576654,110.3532868,Main Road Intermediate
+8,1.5573657,110.3538546,Main Road Approach North
+9,1.5580788,110.3507996,Northern Loop West
+10,1.5576533,110.352737,Commercial Back Link North
+11,1.5575587,110.3527114,Commercial Back Link South
+
+[WAYS]
+3111,4,10,Synthetic Collector Road Link,secondary,3
+3112,10,4,Synthetic Collector Road Link (R),secondary,3
+3113,10,11,Synthetic Collector Road Link,secondary,3
+3114,11,10,Synthetic Collector Road Link (R),secondary,3
+3115,11,6,Synthetic Collector Road Link,secondary,3
+3116,6,11,Synthetic Collector Road Link (R),secondary,3
+3117,6,5,Synthetic Major Traffic Artery,primary,4
+3118,5,6,Synthetic Major Traffic Artery (R),primary,4
+3119,5,7,Synthetic Major Traffic Artery,primary,3
+3120,7,5,Synthetic Major Traffic Artery (R),primary,3
+3121,7,3,Synthetic Collector Road Link,secondary,4
+3122,3,7,Synthetic Collector Road Link (R),secondary,4
+3123,3,2,Synthetic Major Traffic Artery,primary,4
+3124,2,3,Synthetic Major Traffic Artery (R),primary,4
+3125,2,1,Synthetic Commercial Service Road,service,2
+3126,1,2,Synthetic Commercial Service Road (R),service,2
+3127,1,9,Synthetic Major Traffic Artery,primary,4
+3128,9,1,Synthetic Major Traffic Artery (R),primary,4
+3129,9,8,Synthetic Commercial Service Road,service,3
+3130,8,9,Synthetic Commercial Service Road (R),service,3
+
+[CAMERAS]
+
+[META]
+START,1
+GOAL,2
+ACCIDENT_MULTIPLIER,3

test_cases/map_1/tc8.txt

@@ -0,0 +1,44 @@
+[NODES]
+1,1.5560406,110.3560281,Traffic Light Approach South
+2,1.5559987,110.3559822,Intersection Curve 1
+3,1.5559205,110.3559608,Intersection Curve 2
+4,1.556011,110.3558175,Intersection Curve 3
+5,1.556044,110.3558847,Intersection Curve 4
+6,1.555257,110.3572738,South East Major Jct
+7,1.5537205,110.3588537,Far South Boundary Point 1
+8,1.5539504,110.3590178,Far South Link Midpoint
+9,1.5542127,110.3588437,Southeast Major Jct Approach 1
+10,1.554396,110.3585311,Southeast Major Jct Approach 2
+11,1.5550699,110.3574853,Southeast Major Jct Approach 4
+12,1.555987,110.3567038,Traffic Light Jct Curve 1
+
+[WAYS]
+3131,5,6,Synthetic Local Access Street,residential,2
+3132,6,5,Synthetic Local Access Street (R),residential,2
+3133,6,9,Synthetic Collector Road Link,secondary,3
+3134,9,6,Synthetic Collector Road Link (R),secondary,3
+3135,9,4,Synthetic Collector Road Link,secondary,3
+3136,4,9,Synthetic Collector Road Link (R),secondary,3
+3137,4,12,Synthetic Major Traffic Artery,primary,3
+3138,12,4,Synthetic Major Traffic Artery (R),primary,3
+3139,12,11,Synthetic Major Traffic Artery,primary,2
+3140,11,12,Synthetic Major Traffic Artery (R),primary,2
+3141,11,8,Synthetic Collector Road Link,secondary,3
+3142,8,11,Synthetic Collector Road Link (R),secondary,3
+3143,8,10,Synthetic Collector Road Link,secondary,2
+3144,10,8,Synthetic Collector Road Link (R),secondary,2
+3145,10,2,Synthetic Collector Road Link,secondary,3
+3146,2,10,Synthetic Collector Road Link (R),secondary,3
+3147,2,1,Synthetic Local Access Street,residential,2
+3148,1,2,Synthetic Local Access Street (R),residential,2
+3149,1,3,Synthetic Local Access Street,residential,2
+3150,3,1,Synthetic Local Access Street (R),residential,2
+3151,3,7,Synthetic Major Traffic Artery,primary,4
+3152,7,3,Synthetic Major Traffic Artery (R),primary,4
+
+[CAMERAS]
+
+[META]
+START,4
+GOAL,7
+ACCIDENT_MULTIPLIER,3

test_cases/map_1/tc9.txt

@@ -0,0 +1,38 @@
+[NODES]
+1,1.557066,110.3544655,Flyover Ramp Entry Point
+2,1.5570668,110.3543982,Flyover Underpass Link 1
+3,1.5570099,110.3544612,Flyover Underpass Link 2
+4,1.5568262,110.3545286,Flyover Underpass Link 3
+5,1.5563147,110.3564489,Traffic Light Approach North
+6,1.5563744,110.3563821,Traffic Light Approach Merge
+7,1.5565706,110.3561527,Traffic Light Jct Curve 2
+8,1.5567369,110.3558577,Traffic Light Jct Curve 3
+9,1.5568004,110.3554381,Main Road Exit Curve
+10,1.5569108,110.3547357,Main Road Entrance Curve
+
+[WAYS]
+3153,8,6,Synthetic Local Access Street,residential,2
+3154,6,8,Synthetic Local Access Street (R),residential,2
+3155,6,9,Synthetic Commercial Service Road,service,2
+3156,9,6,Synthetic Commercial Service Road (R),service,2
+3157,9,4,Synthetic Commercial Service Road,service,3
+3158,4,9,Synthetic Commercial Service Road (R),service,3
+3159,4,5,Synthetic Local Access Street,residential,2
+3160,5,4,Synthetic Local Access Street (R),residential,2
+3161,5,3,Synthetic Commercial Service Road,service,4
+3162,3,5,Synthetic Commercial Service Road (R),service,4
+3163,3,7,Synthetic Local Access Street,residential,2
+3164,7,3,Synthetic Local Access Street (R),residential,2
+3165,7,10,Synthetic Major Traffic Artery,primary,4
+3166,10,7,Synthetic Major Traffic Artery (R),primary,4
+3167,10,1,Synthetic Local Access Street,residential,2
+3168,1,10,Synthetic Local Access Street (R),residential,2
+3169,1,2,Synthetic Collector Road Link,secondary,2
+3170,2,1,Synthetic Collector Road Link (R),secondary,2
+
+[CAMERAS]
+
+[META]
+START,6
+GOAL,2
+ACCIDENT_MULTIPLIER,3

test_results(model_evaluation)/try_2025_12_03/all_results_combined.csv

@@ -0,0 +1,301 @@
+Model,Model_Type,Model_Full,Image,Prediction,Confidence,Prob_Minor,Prob_Moderate,Prob_None,Prob_Severe,Status,Screenshot
+ResNet18,best,ResNet18 (best),1.png,None,67.06%,7.75,8.29,67.06,16.89,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_1(none).png
+ResNet18,best,ResNet18 (best),2.jpg,None,36.57%,14.11,23.61,36.57,25.71,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_2(none).png
+ResNet18,best,ResNet18 (best),3.jpg,Severe,41.32%,10.69,34.72,13.27,41.32,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_3(severe).png
+ResNet18,best,ResNet18 (best),4.jpg,Severe,63.58%,7.25,19.13,10.04,63.58,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_4(severe).png
+ResNet18,best,ResNet18 (best),5.jpg,Moderate,38.17%,37.32,38.17,10.88,13.63,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_5(moderate).png
+ResNet18,best,ResNet18 (best),6.jpg,Minor,59.98%,59.98,20.78,12.82,6.42,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_6(minor).png
+ResNet18,best,ResNet18 (best),7.jpg,Minor,52.05%,52.05,31.01,3.86,13.09,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_7(minor).png
+ResNet18,best,ResNet18 (best),8.jpg,None,77.66%,7.82,7.73,77.66,6.78,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_8(none).png
+ResNet18,best,ResNet18 (best),9.jpg,None,29.07%,27.07,27.02,29.07,16.85,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_9(none).png
+ResNet18,best,ResNet18 (best),10.jpg,Severe,55.39%,8.49,32.87,3.26,55.39,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_10(severe).png
+ResNet18,best,ResNet18 (best),11.png,Minor,42.47%,42.47,19.75,26.0,11.79,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_11(minor).png
+ResNet18,best,ResNet18 (best),12.jpg,None,31.31%,25.5,31.13,31.31,12.06,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_12(none).png
+ResNet18,best,ResNet18 (best),13.jpg,None,49.24%,10.02,17.9,49.24,22.85,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_13(none).png
+ResNet18,best,ResNet18 (best),14.jpg,Minor,31.72%,31.72,28.76,7.87,31.64,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_14(minor).png
+ResNet18,best,ResNet18 (best),15.jpg,Severe,57.86%,5.17,25.59,11.38,57.86,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_15(severe).png
+ResNet18,best,ResNet18 (best),16.jpg,None,32.17%,17.21,22.02,32.17,28.6,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_16(none).png
+ResNet18,best,ResNet18 (best),17.jpg,Moderate,41.00%,26.47,41.0,9.02,23.51,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_17(moderate).png
+ResNet18,best,ResNet18 (best),18.jpg,None,64.60%,8.7,8.54,64.6,18.16,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_18(none).png
+ResNet18,best,ResNet18 (best),19.jpg,None,44.63%,6.56,23.71,44.63,25.1,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_19(none).png
+ResNet18,best,ResNet18 (best),20.png,Minor,38.02%,38.02,29.06,15.82,17.1,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_20(minor).png
+ResNet18,best,ResNet18 (best),21.png,Severe,30.74%,12.51,29.46,27.29,30.74,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_21(severe).png
+ResNet18,best,ResNet18 (best),22.jpg,Severe,31.99%,13.8,30.15,24.06,31.99,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_22(severe).png
+ResNet18,best,ResNet18 (best),23.jpg,Severe,91.83%,0.54,5.4,2.23,91.83,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_23(severe).png
+ResNet18,best,ResNet18 (best),24.jpg,None,35.77%,25.91,19.38,35.77,18.94,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_24(none).png
+ResNet18,best,ResNet18 (best),25.jpg,Moderate,41.81%,13.23,41.81,17.17,27.79,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_25(moderate).png
+ResNet18,best,ResNet18 (best),26.jpg,Severe,82.65%,2.59,10.86,3.91,82.65,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_26(severe).png
+ResNet18,best,ResNet18 (best),27.jpg,Severe,75.57%,2.89,18.91,2.63,75.57,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_27(severe).png
+ResNet18,best,ResNet18 (best),28.jpg,Severe,44.32%,9.48,28.98,17.23,44.32,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_28(severe).png
+ResNet18,best,ResNet18 (best),29.jpg,Minor,70.86%,70.86,13.16,10.63,5.36,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_29(minor).png
+ResNet18,best,ResNet18 (best),30.jpg,None,38.50%,24.39,23.3,38.5,13.81,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_30(none).png
+ResNet18,best,ResNet18 (best),31.jpg,Moderate,41.48%,13.46,41.48,7.51,37.55,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_31(moderate).png
+ResNet18,best,ResNet18 (best),32.jpg,Severe,51.05%,15.55,27.68,5.72,51.05,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_32(severe).png
+ResNet18,best,ResNet18 (best),33.jpg,Severe,69.03%,5.48,10.3,15.19,69.03,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_33(severe).png
+ResNet18,best,ResNet18 (best),34.jpg,Minor,57.80%,57.8,31.67,5.55,4.97,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_34(minor).png
+ResNet18,best,ResNet18 (best),35.jpg,Severe,78.29%,3.04,11.44,7.23,78.29,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_35(severe).png
+ResNet18,best,ResNet18 (best),36.jpg,Severe,87.25%,0.85,7.83,4.07,87.25,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_36(severe).png
+ResNet18,best,ResNet18 (best),37.jpg,Severe,62.65%,5.36,24.23,7.76,62.65,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_37(severe).png
+ResNet18,best,ResNet18 (best),38.jpg,Severe,76.10%,2.02,11.75,10.13,76.1,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_38(severe).png
+ResNet18,best,ResNet18 (best),39.jpg,Severe,88.13%,1.97,7.61,2.28,88.13,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_39(severe).png
+ResNet18,best,ResNet18 (best),40.jpg,Severe,92.75%,0.76,5.7,0.79,92.75,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_40(severe).png
+ResNet18,best,ResNet18 (best),41.jpg,None,55.07%,17.59,14.78,55.07,12.56,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_41(none).png
+ResNet18,best,ResNet18 (best),42.jpg,None,73.34%,7.56,11.04,73.34,8.06,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_42(none).png
+ResNet18,best,ResNet18 (best),43.jpg,Severe,49.85%,14.87,17.08,18.2,49.85,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_43(severe).png
+ResNet18,best,ResNet18 (best),44.jpg,None,58.58%,7.77,18.86,58.58,14.79,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_44(none).png
+ResNet18,best,ResNet18 (best),45.jpg,Severe,36.24%,15.86,32.49,15.4,36.24,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_45(severe).png
+ResNet18,best,ResNet18 (best),46.jpg,Severe,56.98%,8.54,28.6,5.88,56.98,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_46(severe).png
+ResNet18,best,ResNet18 (best),47.jpg,Minor,37.82%,37.82,30.86,4.46,26.87,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_47(minor).png
+ResNet18,best,ResNet18 (best),48.jpg,Moderate,36.18%,7.23,36.18,21.95,34.65,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_48(moderate).png
+ResNet18,best,ResNet18 (best),49.jpg,Minor,44.19%,44.19,36.57,6.47,12.76,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_49(minor).png
+ResNet18,best,ResNet18 (best),50.jpg,Severe,83.27%,0.87,14.17,1.68,83.27,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_best\screenshots\result_50(severe).png
+ResNet18,final,ResNet18 (final),1.png,None,47.59%,20.75,16.82,47.59,14.85,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_1(none).png
+ResNet18,final,ResNet18 (final),2.jpg,None,29.05%,22.99,24.47,29.05,23.49,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_2(none).png
+ResNet18,final,ResNet18 (final),3.jpg,Moderate,59.13%,19.77,59.13,6.86,14.24,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_3(moderate).png
+ResNet18,final,ResNet18 (final),4.jpg,Severe,53.46%,15.75,26.74,4.05,53.46,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_4(severe).png
+ResNet18,final,ResNet18 (final),5.jpg,Minor,60.89%,60.89,30.52,5.32,3.27,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_5(minor).png
+ResNet18,final,ResNet18 (final),6.jpg,Minor,66.79%,66.79,19.12,6.84,7.25,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_6(minor).png
+ResNet18,final,ResNet18 (final),7.jpg,Minor,78.00%,78.0,18.22,1.03,2.75,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_7(minor).png
+ResNet18,final,ResNet18 (final),8.jpg,None,75.06%,12.76,7.84,75.06,4.33,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_8(none).png
+ResNet18,final,ResNet18 (final),9.jpg,Moderate,35.55%,33.07,35.55,21.84,9.55,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_9(moderate).png
+ResNet18,final,ResNet18 (final),10.jpg,Moderate,41.10%,17.43,41.1,2.73,38.74,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_10(moderate).png
+ResNet18,final,ResNet18 (final),11.png,Minor,66.15%,66.15,17.66,11.86,4.32,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_11(minor).png
+ResNet18,final,ResNet18 (final),12.jpg,Minor,36.99%,36.99,35.35,17.95,9.71,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_12(minor).png
+ResNet18,final,ResNet18 (final),13.jpg,None,40.40%,14.03,30.99,40.4,14.58,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_13(none).png
+ResNet18,final,ResNet18 (final),14.jpg,Moderate,48.45%,32.95,48.45,4.28,14.32,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_14(moderate).png
+ResNet18,final,ResNet18 (final),15.jpg,Severe,50.39%,6.04,34.86,8.71,50.39,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_15(severe).png
+ResNet18,final,ResNet18 (final),16.jpg,Moderate,39.62%,22.12,39.62,14.6,23.66,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_16(moderate).png
+ResNet18,final,ResNet18 (final),17.jpg,Moderate,59.97%,22.53,59.97,3.85,13.66,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_17(moderate).png
+ResNet18,final,ResNet18 (final),18.jpg,None,51.43%,11.69,8.66,51.43,28.22,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_18(none).png
+ResNet18,final,ResNet18 (final),19.jpg,Moderate,41.57%,9.28,41.57,28.64,20.52,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_19(moderate).png
+ResNet18,final,ResNet18 (final),20.png,Minor,51.13%,51.13,37.21,5.95,5.72,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_20(minor).png
+ResNet18,final,ResNet18 (final),21.png,Moderate,39.03%,19.5,39.03,14.45,27.02,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_21(moderate).png
+ResNet18,final,ResNet18 (final),22.jpg,Moderate,39.75%,20.96,39.75,15.04,24.25,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_22(moderate).png
+ResNet18,final,ResNet18 (final),23.jpg,Severe,89.45%,1.49,6.32,2.74,89.45,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_23(severe).png
+ResNet18,final,ResNet18 (final),24.jpg,Minor,52.47%,52.47,30.32,12.26,4.95,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_24(minor).png
+ResNet18,final,ResNet18 (final),25.jpg,Moderate,63.50%,13.05,63.5,8.75,14.7,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_25(moderate).png
+ResNet18,final,ResNet18 (final),26.jpg,Severe,85.96%,4.01,7.0,3.02,85.96,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_26(severe).png
+ResNet18,final,ResNet18 (final),27.jpg,Severe,76.02%,3.56,18.58,1.83,76.02,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_27(severe).png
+ResNet18,final,ResNet18 (final),28.jpg,Severe,42.97%,10.79,35.09,11.14,42.97,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_28(severe).png
+ResNet18,final,ResNet18 (final),29.jpg,Minor,77.86%,77.86,10.6,7.44,4.1,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_29(minor).png
+ResNet18,final,ResNet18 (final),30.jpg,Minor,34.78%,34.78,32.57,19.52,13.13,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_30(minor).png
+ResNet18,final,ResNet18 (final),31.jpg,Moderate,57.36%,17.83,57.36,5.97,18.83,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_31(moderate).png
+ResNet18,final,ResNet18 (final),32.jpg,Minor,48.51%,48.51,22.13,2.71,26.65,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_32(minor).png
+ResNet18,final,ResNet18 (final),33.jpg,Severe,70.80%,7.18,11.09,10.93,70.8,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_33(severe).png
+ResNet18,final,ResNet18 (final),34.jpg,Moderate,49.66%,46.94,49.66,1.98,1.42,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_34(moderate).png
+ResNet18,final,ResNet18 (final),35.jpg,Severe,79.60%,3.63,11.31,5.46,79.6,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_35(severe).png
+ResNet18,final,ResNet18 (final),36.jpg,Severe,89.58%,1.38,6.47,2.56,89.58,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_36(severe).png
+ResNet18,final,ResNet18 (final),37.jpg,Severe,58.07%,7.05,27.5,7.38,58.07,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_37(severe).png
+ResNet18,final,ResNet18 (final),38.jpg,Severe,79.22%,2.77,11.94,6.07,79.22,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_38(severe).png
+ResNet18,final,ResNet18 (final),39.jpg,Severe,87.83%,3.04,7.32,1.8,87.83,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_39(severe).png
+ResNet18,final,ResNet18 (final),40.jpg,Severe,92.25%,1.57,5.18,1.0,92.25,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_40(severe).png
+ResNet18,final,ResNet18 (final),41.jpg,None,44.28%,22.38,26.42,44.28,6.92,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_41(none).png
+ResNet18,final,ResNet18 (final),42.jpg,None,50.72%,13.84,30.61,50.72,4.83,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_42(none).png
+ResNet18,final,ResNet18 (final),43.jpg,Severe,42.25%,21.4,20.26,16.09,42.25,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_43(severe).png
+ResNet18,final,ResNet18 (final),44.jpg,None,40.10%,12.19,37.74,40.1,9.97,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_44(none).png
+ResNet18,final,ResNet18 (final),45.jpg,Moderate,42.99%,21.96,42.99,10.11,24.93,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_45(moderate).png
+ResNet18,final,ResNet18 (final),46.jpg,Severe,46.72%,12.71,36.48,4.1,46.72,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_46(severe).png
+ResNet18,final,ResNet18 (final),47.jpg,Minor,63.88%,63.88,21.7,3.9,10.51,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_47(minor).png
+ResNet18,final,ResNet18 (final),48.jpg,Moderate,56.78%,13.67,56.78,11.09,18.47,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_48(moderate).png
+ResNet18,final,ResNet18 (final),49.jpg,Minor,47.76%,47.76,40.28,3.74,8.22,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_49(minor).png
+ResNet18,final,ResNet18 (final),50.jpg,Severe,73.63%,2.88,22.1,1.39,73.63,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\resnet18_final\screenshots\result_50(severe).png
+MobileNetV2,best,MobileNetV2 (best),1.png,Severe,32.64%,18.85,23.23,25.29,32.64,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_1(severe).png
+MobileNetV2,best,MobileNetV2 (best),2.jpg,None,47.78%,10.83,18.27,47.78,23.12,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_2(none).png
+MobileNetV2,best,MobileNetV2 (best),3.jpg,Severe,52.47%,11.46,33.79,2.29,52.47,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_3(severe).png
+MobileNetV2,best,MobileNetV2 (best),4.jpg,Severe,52.78%,14.94,25.34,6.94,52.78,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_4(severe).png
+MobileNetV2,best,MobileNetV2 (best),5.jpg,Minor,51.98%,51.98,26.69,11.48,9.86,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_5(minor).png
+MobileNetV2,best,MobileNetV2 (best),6.jpg,Minor,57.53%,57.53,30.86,5.62,5.98,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_6(minor).png
+MobileNetV2,best,MobileNetV2 (best),7.jpg,Minor,61.15%,61.15,25.99,2.73,10.12,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_7(minor).png
+MobileNetV2,best,MobileNetV2 (best),8.jpg,None,72.14%,13.12,11.35,72.14,3.39,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_8(none).png
+MobileNetV2,best,MobileNetV2 (best),9.jpg,Moderate,49.95%,17.35,49.95,12.49,20.21,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_9(moderate).png
+MobileNetV2,best,MobileNetV2 (best),10.jpg,Severe,55.28%,12.83,29.25,2.64,55.28,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_10(severe).png
+MobileNetV2,best,MobileNetV2 (best),11.png,Minor,80.08%,80.08,11.83,6.63,1.46,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_11(minor).png
+MobileNetV2,best,MobileNetV2 (best),12.jpg,Minor,51.23%,51.23,21.58,18.9,8.28,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_12(minor).png
+MobileNetV2,best,MobileNetV2 (best),13.jpg,None,36.83%,27.2,23.14,36.83,12.83,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_13(none).png
+MobileNetV2,best,MobileNetV2 (best),14.jpg,Minor,55.54%,55.54,23.32,8.27,12.87,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_14(minor).png
+MobileNetV2,best,MobileNetV2 (best),15.jpg,Severe,85.55%,1.72,11.69,1.04,85.55,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_15(severe).png
+MobileNetV2,best,MobileNetV2 (best),16.jpg,None,33.42%,22.84,22.44,33.42,21.3,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_16(none).png
+MobileNetV2,best,MobileNetV2 (best),17.jpg,Moderate,40.03%,26.96,40.03,5.88,27.13,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_17(moderate).png
+MobileNetV2,best,MobileNetV2 (best),18.jpg,None,65.89%,13.43,9.21,65.89,11.48,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_18(none).png
+MobileNetV2,best,MobileNetV2 (best),19.jpg,None,66.35%,8.22,12.42,66.35,13.01,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_19(none).png
+MobileNetV2,best,MobileNetV2 (best),20.png,Minor,55.50%,55.5,24.29,7.24,12.97,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_20(minor).png
+MobileNetV2,best,MobileNetV2 (best),21.png,Severe,39.25%,15.67,21.45,23.64,39.25,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_21(severe).png
+MobileNetV2,best,MobileNetV2 (best),22.jpg,Severe,30.69%,25.21,25.77,18.33,30.69,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_22(severe).png
+MobileNetV2,best,MobileNetV2 (best),23.jpg,Severe,92.39%,0.9,5.95,0.76,92.39,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_23(severe).png
+MobileNetV2,best,MobileNetV2 (best),24.jpg,Minor,55.94%,55.94,21.05,9.07,13.95,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_24(minor).png
+MobileNetV2,best,MobileNetV2 (best),25.jpg,Moderate,37.15%,21.74,37.15,10.19,30.91,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_25(moderate).png
+MobileNetV2,best,MobileNetV2 (best),26.jpg,Severe,82.88%,3.25,12.18,1.69,82.88,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_26(severe).png
+MobileNetV2,best,MobileNetV2 (best),27.jpg,Severe,83.97%,2.94,12.46,0.63,83.97,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_27(severe).png
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+MobileNetV2,best,MobileNetV2 (best),29.jpg,Minor,88.56%,88.56,7.15,3.29,1.01,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_29(minor).png
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+MobileNetV2,best,MobileNetV2 (best),37.jpg,Severe,81.07%,3.16,12.08,3.7,81.07,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_37(severe).png
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+MobileNetV2,best,MobileNetV2 (best),41.jpg,None,67.29%,13.34,12.5,67.29,6.88,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_41(none).png
+MobileNetV2,best,MobileNetV2 (best),42.jpg,None,67.91%,9.93,10.94,67.91,11.22,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_42(none).png
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+MobileNetV2,best,MobileNetV2 (best),47.jpg,Moderate,39.16%,28.39,39.16,2.64,29.81,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_47(moderate).png
+MobileNetV2,best,MobileNetV2 (best),48.jpg,Moderate,32.17%,28.97,32.17,20.11,18.75,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_best\screenshots\result_48(moderate).png
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+MobileNetV2,final,MobileNetV2 (final),2.jpg,None,60.92%,7.23,9.11,60.92,22.74,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_2(none).png
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+MobileNetV2,final,MobileNetV2 (final),4.jpg,Severe,55.21%,11.73,27.1,5.96,55.21,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_4(severe).png
+MobileNetV2,final,MobileNetV2 (final),5.jpg,Minor,64.02%,64.02,19.88,8.11,7.99,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_5(minor).png
+MobileNetV2,final,MobileNetV2 (final),6.jpg,Minor,61.86%,61.86,28.56,5.32,4.27,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_6(minor).png
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+MobileNetV2,final,MobileNetV2 (final),8.jpg,None,76.79%,12.56,7.7,76.79,2.96,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_8(none).png
+MobileNetV2,final,MobileNetV2 (final),9.jpg,Moderate,56.88%,17.46,56.88,9.98,15.68,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_9(moderate).png
+MobileNetV2,final,MobileNetV2 (final),10.jpg,Severe,51.83%,17.75,26.99,3.42,51.83,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_10(severe).png
+MobileNetV2,final,MobileNetV2 (final),11.png,Minor,82.79%,82.79,8.58,7.47,1.16,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_11(minor).png
+MobileNetV2,final,MobileNetV2 (final),12.jpg,Minor,61.69%,61.69,15.5,15.44,7.36,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_12(minor).png
+MobileNetV2,final,MobileNetV2 (final),13.jpg,None,48.60%,24.14,17.79,48.6,9.47,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_13(none).png
+MobileNetV2,final,MobileNetV2 (final),14.jpg,Minor,47.26%,47.26,25.66,9.55,17.54,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_14(minor).png
+MobileNetV2,final,MobileNetV2 (final),15.jpg,Severe,89.05%,0.92,9.18,0.85,89.05,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_15(severe).png
+MobileNetV2,final,MobileNetV2 (final),16.jpg,Moderate,28.63%,19.63,28.63,24.26,27.49,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_16(moderate).png
+MobileNetV2,final,MobileNetV2 (final),17.jpg,Moderate,48.65%,15.92,48.65,5.66,29.76,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_17(moderate).png
+MobileNetV2,final,MobileNetV2 (final),18.jpg,None,70.99%,8.22,5.81,70.99,14.98,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_18(none).png
+MobileNetV2,final,MobileNetV2 (final),19.jpg,None,70.89%,3.21,10.07,70.89,15.82,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_19(none).png
+MobileNetV2,final,MobileNetV2 (final),20.png,Minor,65.29%,65.29,19.8,5.37,9.55,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_20(minor).png
+MobileNetV2,final,MobileNetV2 (final),21.png,Severe,53.31%,7.23,12.12,27.35,53.31,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_21(severe).png
+MobileNetV2,final,MobileNetV2 (final),22.jpg,Severe,40.09%,24.27,22.91,12.73,40.09,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_22(severe).png
+MobileNetV2,final,MobileNetV2 (final),23.jpg,Severe,93.96%,0.7,4.53,0.81,93.96,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_23(severe).png
+MobileNetV2,final,MobileNetV2 (final),24.jpg,Minor,63.66%,63.66,19.05,7.09,10.2,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_24(minor).png
+MobileNetV2,final,MobileNetV2 (final),25.jpg,Moderate,40.31%,19.46,40.31,8.65,31.57,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_25(moderate).png
+MobileNetV2,final,MobileNetV2 (final),26.jpg,Severe,89.16%,2.13,7.16,1.54,89.16,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_26(severe).png
+MobileNetV2,final,MobileNetV2 (final),27.jpg,Severe,87.17%,1.82,10.19,0.82,87.17,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_27(severe).png
+MobileNetV2,final,MobileNetV2 (final),28.jpg,Severe,79.60%,2.65,13.19,4.55,79.6,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_28(severe).png
+MobileNetV2,final,MobileNetV2 (final),29.jpg,Minor,93.36%,93.36,3.71,2.3,0.63,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_29(minor).png
+MobileNetV2,final,MobileNetV2 (final),30.jpg,Moderate,44.27%,18.32,44.27,16.23,21.17,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_30(moderate).png
+MobileNetV2,final,MobileNetV2 (final),31.jpg,Severe,57.18%,5.3,32.14,5.38,57.18,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_31(severe).png
+MobileNetV2,final,MobileNetV2 (final),32.jpg,Severe,45.30%,30.3,19.37,5.03,45.3,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_32(severe).png
+MobileNetV2,final,MobileNetV2 (final),33.jpg,Severe,90.99%,1.79,5.09,2.13,90.99,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_33(severe).png
+MobileNetV2,final,MobileNetV2 (final),34.jpg,Minor,83.23%,83.23,12.09,2.15,2.52,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_34(minor).png
+MobileNetV2,final,MobileNetV2 (final),35.jpg,Severe,86.20%,4.55,7.51,1.74,86.2,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_35(severe).png
+MobileNetV2,final,MobileNetV2 (final),36.jpg,Severe,94.38%,0.59,3.93,1.1,94.38,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_36(severe).png
+MobileNetV2,final,MobileNetV2 (final),37.jpg,Severe,85.08%,1.8,10.32,2.8,85.08,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_37(severe).png
+MobileNetV2,final,MobileNetV2 (final),38.jpg,Severe,78.55%,2.34,15.9,3.21,78.55,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_38(severe).png
+MobileNetV2,final,MobileNetV2 (final),39.jpg,Severe,93.00%,0.52,5.97,0.51,93.0,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_39(severe).png
+MobileNetV2,final,MobileNetV2 (final),40.jpg,Severe,97.41%,0.27,1.81,0.51,97.41,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_40(severe).png
+MobileNetV2,final,MobileNetV2 (final),41.jpg,None,45.66%,21.63,24.91,45.66,7.79,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_41(none).png
+MobileNetV2,final,MobileNetV2 (final),42.jpg,None,56.92%,18.99,13.3,56.92,10.79,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_42(none).png
+MobileNetV2,final,MobileNetV2 (final),43.jpg,Severe,45.48%,13.53,24.07,16.91,45.48,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_43(severe).png
+MobileNetV2,final,MobileNetV2 (final),44.jpg,None,39.51%,21.06,26.75,39.51,12.68,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_44(none).png
+MobileNetV2,final,MobileNetV2 (final),45.jpg,Moderate,50.05%,19.44,50.05,4.96,25.55,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_45(moderate).png
+MobileNetV2,final,MobileNetV2 (final),46.jpg,Moderate,46.42%,11.06,46.42,3.61,38.91,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_46(moderate).png
+MobileNetV2,final,MobileNetV2 (final),47.jpg,Minor,34.67%,34.67,34.15,2.95,28.23,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_47(minor).png
+MobileNetV2,final,MobileNetV2 (final),48.jpg,Moderate,34.20%,32.95,34.2,13.29,19.55,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_48(moderate).png
+MobileNetV2,final,MobileNetV2 (final),49.jpg,Minor,61.02%,61.02,21.57,2.75,14.66,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_49(minor).png
+MobileNetV2,final,MobileNetV2 (final),50.jpg,Severe,72.49%,2.98,22.32,2.22,72.49,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\mobilenet_v2_final\screenshots\result_50(severe).png
+EfficientNet-B0,best,EfficientNet-B0 (best),1.png,None,49.85%,19.52,16.78,49.85,13.85,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_1(none).png
+EfficientNet-B0,best,EfficientNet-B0 (best),2.jpg,None,55.72%,9.94,13.5,55.72,20.84,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_2(none).png
+EfficientNet-B0,best,EfficientNet-B0 (best),3.jpg,Moderate,46.42%,16.16,46.42,8.93,28.49,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_3(moderate).png
+EfficientNet-B0,best,EfficientNet-B0 (best),4.jpg,Moderate,40.75%,11.4,40.75,7.18,40.67,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_4(moderate).png
+EfficientNet-B0,best,EfficientNet-B0 (best),5.jpg,Minor,51.48%,51.48,28.25,9.06,11.21,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_5(minor).png
+EfficientNet-B0,best,EfficientNet-B0 (best),6.jpg,Minor,52.73%,52.73,22.34,12.96,11.98,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_6(minor).png
+EfficientNet-B0,best,EfficientNet-B0 (best),7.jpg,Minor,50.17%,50.17,27.99,5.76,16.08,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_7(minor).png
+EfficientNet-B0,best,EfficientNet-B0 (best),8.jpg,None,71.89%,17.23,6.93,71.89,3.95,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_8(none).png
+EfficientNet-B0,best,EfficientNet-B0 (best),9.jpg,Moderate,46.43%,28.61,46.43,14.9,10.05,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_9(moderate).png
+EfficientNet-B0,best,EfficientNet-B0 (best),10.jpg,Severe,49.98%,12.81,27.95,9.25,49.98,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_10(severe).png
+EfficientNet-B0,best,EfficientNet-B0 (best),11.png,Minor,73.97%,73.97,8.72,11.93,5.38,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_11(minor).png
+EfficientNet-B0,best,EfficientNet-B0 (best),12.jpg,Minor,36.76%,36.76,19.83,25.23,18.18,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_12(minor).png
+EfficientNet-B0,best,EfficientNet-B0 (best),13.jpg,Minor,41.89%,41.89,20.81,22.12,15.19,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_13(minor).png
+EfficientNet-B0,best,EfficientNet-B0 (best),14.jpg,Minor,29.29%,29.29,25.56,22.31,22.84,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_14(minor).png
+EfficientNet-B0,best,EfficientNet-B0 (best),15.jpg,Severe,75.87%,2.78,17.75,3.6,75.87,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_15(severe).png
+EfficientNet-B0,best,EfficientNet-B0 (best),16.jpg,Minor,34.11%,34.11,28.12,10.35,27.42,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_16(minor).png
+EfficientNet-B0,best,EfficientNet-B0 (best),17.jpg,Moderate,31.28%,28.93,31.28,13.81,25.98,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_17(moderate).png
+EfficientNet-B0,best,EfficientNet-B0 (best),18.jpg,None,43.72%,23.02,18.41,43.72,14.85,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_18(none).png
+EfficientNet-B0,best,EfficientNet-B0 (best),19.jpg,None,42.10%,21.53,19.21,42.1,17.15,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_19(none).png
+EfficientNet-B0,best,EfficientNet-B0 (best),20.png,Minor,57.02%,57.02,20.05,7.44,15.49,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_20(minor).png
+EfficientNet-B0,best,EfficientNet-B0 (best),21.png,Severe,50.69%,14.42,15.13,19.76,50.69,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_21(severe).png
+EfficientNet-B0,best,EfficientNet-B0 (best),22.jpg,Severe,41.79%,15.14,33.66,9.41,41.79,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_22(severe).png
+EfficientNet-B0,best,EfficientNet-B0 (best),23.jpg,Severe,67.14%,6.73,14.45,11.68,67.14,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_23(severe).png
+EfficientNet-B0,best,EfficientNet-B0 (best),24.jpg,Minor,41.04%,41.04,28.4,7.77,22.78,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_24(minor).png
+EfficientNet-B0,best,EfficientNet-B0 (best),25.jpg,Moderate,38.70%,23.99,38.7,14.2,23.11,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_25(moderate).png
+EfficientNet-B0,best,EfficientNet-B0 (best),26.jpg,Severe,66.37%,12.28,15.6,5.75,66.37,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_26(severe).png
+EfficientNet-B0,best,EfficientNet-B0 (best),27.jpg,Severe,64.02%,10.09,18.7,7.19,64.02,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_27(severe).png
+EfficientNet-B0,best,EfficientNet-B0 (best),28.jpg,Severe,56.35%,9.37,21.51,12.76,56.35,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_28(severe).png
+EfficientNet-B0,best,EfficientNet-B0 (best),29.jpg,Minor,31.72%,31.72,24.19,26.76,17.34,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_29(minor).png
+EfficientNet-B0,best,EfficientNet-B0 (best),30.jpg,Minor,32.25%,32.25,26.46,23.14,18.15,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_30(minor).png
+EfficientNet-B0,best,EfficientNet-B0 (best),31.jpg,Severe,46.23%,12.99,28.2,12.58,46.23,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_31(severe).png
+EfficientNet-B0,best,EfficientNet-B0 (best),32.jpg,Severe,36.23%,22.23,20.41,21.12,36.23,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_32(severe).png
+EfficientNet-B0,best,EfficientNet-B0 (best),33.jpg,Severe,55.17%,9.33,14.65,20.85,55.17,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_33(severe).png
+EfficientNet-B0,best,EfficientNet-B0 (best),34.jpg,Minor,65.46%,65.46,16.42,7.5,10.62,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_34(minor).png
+EfficientNet-B0,best,EfficientNet-B0 (best),35.jpg,Severe,54.35%,13.17,18.91,13.57,54.35,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_35(severe).png
+EfficientNet-B0,best,EfficientNet-B0 (best),36.jpg,Severe,72.42%,5.42,12.42,9.75,72.42,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_36(severe).png
+EfficientNet-B0,best,EfficientNet-B0 (best),37.jpg,Severe,49.26%,15.85,21.15,13.75,49.26,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_37(severe).png
+EfficientNet-B0,best,EfficientNet-B0 (best),38.jpg,Severe,53.48%,7.4,27.24,11.87,53.48,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_38(severe).png
+EfficientNet-B0,best,EfficientNet-B0 (best),39.jpg,Severe,61.29%,10.91,22.86,4.95,61.29,Success,C:\Users\User\Desktop\assignment\AI_Assignment2B\test_results\try2_2025_12_03\efficientnet_b0_best\screenshots\result_39(severe).png
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test_results(model_evaluation)/try_2025_12_03/efficientnet_b0_best/efficientnet_b0_best_results.csv

@@ -0,0 +1,51 @@
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test_results(model_evaluation)/try_2025_12_03/efficientnet_b0_best/efficientnet_b0_best_results.json

@@ -0,0 +1,702 @@
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