diff --git a/.idea/.gitignore b/.idea/.gitignore
new file mode 100644
index 0000000000000000000000000000000000000000..26d33521af10bcc7fd8cea344038eaaeb78d0ef5
--- /dev/null
+++ b/.idea/.gitignore
@@ -0,0 +1,3 @@
+# Default ignored files
+/shelf/
+/workspace.xml
diff --git a/.idea/formaMigratoria_Reverso.iml b/.idea/formaMigratoria_Reverso.iml
new file mode 100644
index 0000000000000000000000000000000000000000..8388dbc88e9e141893654c3ba2c7dc0d36bddcb0
--- /dev/null
+++ b/.idea/formaMigratoria_Reverso.iml
@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$" />
+    <orderEntry type="jdk" jdkName="Python 3.9" jdkType="Python SDK" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+</module>
\ No newline at end of file
diff --git a/.idea/inspectionProfiles/Project_Default.xml b/.idea/inspectionProfiles/Project_Default.xml
new file mode 100644
index 0000000000000000000000000000000000000000..676d8d245b22a320375f7428d9ae1c9edc96f3a9
--- /dev/null
+++ b/.idea/inspectionProfiles/Project_Default.xml
@@ -0,0 +1,23 @@
+<component name="InspectionProjectProfileManager">
+  <profile version="1.0">
+    <option name="myName" value="Project Default" />
+    <inspection_tool class="PyPackageRequirementsInspection" enabled="true" level="WARNING" enabled_by_default="true">
+      <option name="ignoredPackages">
+        <value>
+          <list size="3">
+            <item index="0" class="java.lang.String" itemvalue="huggingface-hub" />
+            <item index="1" class="java.lang.String" itemvalue="PyYAML" />
+            <item index="2" class="java.lang.String" itemvalue="typing_extensions" />
+          </list>
+        </value>
+      </option>
+    </inspection_tool>
+    <inspection_tool class="PyPep8Inspection" enabled="true" level="WEAK WARNING" enabled_by_default="true">
+      <option name="ignoredErrors">
+        <list>
+          <option value="W605" />
+        </list>
+      </option>
+    </inspection_tool>
+  </profile>
+</component>
\ No newline at end of file
diff --git a/.idea/inspectionProfiles/profiles_settings.xml b/.idea/inspectionProfiles/profiles_settings.xml
new file mode 100644
index 0000000000000000000000000000000000000000..105ce2da2d6447d11dfe32bfb846c3d5b199fc99
--- /dev/null
+++ b/.idea/inspectionProfiles/profiles_settings.xml
@@ -0,0 +1,6 @@
+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>
\ No newline at end of file
diff --git a/.idea/misc.xml b/.idea/misc.xml
new file mode 100644
index 0000000000000000000000000000000000000000..d56657add3eb3c246989284ec6e6a8475603cf1d
--- /dev/null
+++ b/.idea/misc.xml
@@ -0,0 +1,4 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.9" project-jdk-type="Python SDK" />
+</project>
\ No newline at end of file
diff --git a/.idea/modules.xml b/.idea/modules.xml
new file mode 100644
index 0000000000000000000000000000000000000000..82d102cbccf16f0b9b588b8af585c8b8ca88cfde
--- /dev/null
+++ b/.idea/modules.xml
@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/formaMigratoria_Reverso.iml" filepath="$PROJECT_DIR$/.idea/formaMigratoria_Reverso.iml" />
+    </modules>
+  </component>
+</project>
\ No newline at end of file
diff --git a/.idea/vcs.xml b/.idea/vcs.xml
new file mode 100644
index 0000000000000000000000000000000000000000..35eb1ddfbbc029bcab630581847471d7f238ec53
--- /dev/null
+++ b/.idea/vcs.xml
@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="" vcs="Git" />
+  </component>
+</project>
\ No newline at end of file
diff --git a/crear.py b/crear.py
new file mode 100644
index 0000000000000000000000000000000000000000..28720db81fb4d4007b903b9c57088af9d5dd8f44
--- /dev/null
+++ b/crear.py
@@ -0,0 +1,26 @@
+import json
+import os
+
+# Ruta de la carpeta donde se guardarán los archivos JSON
+folder_path = "./data/key"
+
+# Verificar si la carpeta existe, de lo contrario, crearla
+if not os.path.exists(folder_path):
+    os.makedirs(folder_path)
+
+for i in range(51, 100):
+    data = {
+        "dateOfprinted": "",
+        "no": "",
+        "mrz": "I<MEX <<<<<<<<<<<<<<< <<<<<<<<<<< ",
+    }
+
+    file_name = f"{i}.json"
+    file_path = os.path.join(folder_path, file_name)
+
+    with open(file_path, 'w') as f:
+        json.dump(data, f, indent=4)
+
+    print(f"Archivo {file_name} creado en {folder_path}.")
+
+print("Creación de archivos JSON completada.")
\ No newline at end of file
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new file mode 100644
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new file mode 100644
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--- /dev/null
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+{
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--- /dev/null
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+{
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--- /dev/null
+++ b/data/key/002.json
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+{
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--- /dev/null
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+{
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--- /dev/null
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+{
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--- /dev/null
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+{
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+++ b/data/key/006.json
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+{
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+{
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+++ b/data/key/009.json
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+{
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--- /dev/null
+++ b/data/key/010.json
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+{
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--- /dev/null
+++ b/data/key/011.json
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+{
+    "dateOfprinted": "NUEVO LEON, 25/07/2023",
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--- /dev/null
+++ b/data/key/012.json
@@ -0,0 +1,5 @@
+{
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--- /dev/null
+++ b/data/key/013.json
@@ -0,0 +1,5 @@
+{
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--- /dev/null
+++ b/data/key/014.json
@@ -0,0 +1,5 @@
+{
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--- /dev/null
+++ b/data/key/015.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Ciudad de México, 10/04/2023",
+    "no": "13215947",
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--- /dev/null
+++ b/data/key/016.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Sonora, 28/02/2023",
+    "no": "13164708",
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--- /dev/null
+++ b/data/key/017.json
@@ -0,0 +1,5 @@
+{
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--- /dev/null
+++ b/data/key/018.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "CIUDAD DE MEXICO, 01/08/2023",
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--- /dev/null
+++ b/data/key/019.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Estado de México, 31/01/2023",
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--- /dev/null
+++ b/data/key/020.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "CIUDAD DE MEXICO, 24/05/2023",
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--- /dev/null
+++ b/data/key/021.json
@@ -0,0 +1,5 @@
+{
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--- /dev/null
+++ b/data/key/022.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Ciudad de México, 10/10/2022",
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\ No newline at end of file
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--- /dev/null
+++ b/data/key/023.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Ciudad del Carmen, 2022",
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+    "mrz": "I<MEX13021053<7<<<<<<<<<<<<<< 8405058F2311252RUS<<<<<<<<<<<6 BOIARINTSEVA<<TATIANA<<<<<<<<<"
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\ No newline at end of file
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--- /dev/null
+++ b/data/key/024.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Tabasco, 21/02/2023",
+    "no": "13154817",
+    "mrz": "I<MEX13154817<0<<<<<<<<<<<<<<< 9302017M2302214HND<<<<<<<<<<<0 ORDOÑEZ<GONZ<<WILMER<ALEXANDER"
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--- /dev/null
+++ b/data/key/025.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "ESTADO DE MEXICO, 08/05/2023",
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--- /dev/null
+++ b/data/key/026.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "CIUDAD DE MEXICO, 17/07/2023",
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--- /dev/null
+++ b/data/key/027.json
@@ -0,0 +1,5 @@
+{
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--- /dev/null
+++ b/data/key/028.json
@@ -0,0 +1,5 @@
+{
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--- /dev/null
+++ b/data/key/029.json
@@ -0,0 +1,5 @@
+{
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--- /dev/null
+++ b/data/key/030.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "ZONA SUR CHIAPAS, 11/07/2023",
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--- /dev/null
+++ b/data/key/031.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Estado de México, 16/01/2023",
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\ No newline at end of file
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--- /dev/null
+++ b/data/key/032.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "CIUDAD DE MEXICO, 09/05/2023",
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+    "mrz": "I<MEX13250830<2<<<<<<<<<<<<<<< 9311240M2405023CRI<<<<<<<<<<<0 BARRANTES<RETANA<<JHONSEL<<<<<"
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index 0000000000000000000000000000000000000000..38e9121cec31464f92e0c4b052c66412d050ce9e
--- /dev/null
+++ b/data/key/033.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "San Luis Potosi, 22/02/2023",
+    "no": "13157995",
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index 0000000000000000000000000000000000000000..a33a360035a428cde31d2a51cbd50051e3ec62f9
--- /dev/null
+++ b/data/key/034.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "QUERETARO, 03/08/2023",
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new file mode 100644
index 0000000000000000000000000000000000000000..b6e06e465bdaeb38f3b930b33579b786b168e590
--- /dev/null
+++ b/data/key/035.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "TUXTLA GUTIERREZ, 11/07/2023",
+    "no": "13332883",
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new file mode 100644
index 0000000000000000000000000000000000000000..f063895e1879fe0f49326042031067f23fcf91dd
--- /dev/null
+++ b/data/key/036.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Mexicali I PUNTO DE INTERNACION, 29/09/2022",
+    "no": "12947953",
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\ No newline at end of file
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new file mode 100644
index 0000000000000000000000000000000000000000..24d660953f61da299d493805158ae195d7d45841
--- /dev/null
+++ b/data/key/037.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Subdelegacion Federal Zona Sur, 10/08/2021",
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new file mode 100644
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--- /dev/null
+++ b/data/key/038.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Michoacán, 12/12/2018",
+    "no": "11784349",
+    "mrz": "I<MEX11784349<3<<<<<<<<<<<<<<< 8811226M<<<<<<0ARG<<<<<<<<<<<0 YBARRA<<MATIAS<JAVIER<<<<<<<<<"
+}
\ No newline at end of file
diff --git a/data/key/039.json b/data/key/039.json
new file mode 100644
index 0000000000000000000000000000000000000000..d97478ebdce8f08941ae674b547c72cdd09f3809
--- /dev/null
+++ b/data/key/039.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Jalisco, 08/02/2023",
+    "no": "13138937",
+    "mrz": "I<MEX13138937<3<<<<<<<<<<<<<<< 8405047M2602132ECU<<<<<<<<<<<0 BARTOLOME<MENDE<<ALEX<<MAURICIO"
+}
\ No newline at end of file
diff --git a/data/key/040.json b/data/key/040.json
new file mode 100644
index 0000000000000000000000000000000000000000..ebbf5704c785c07ffab20882276038123b12220e
--- /dev/null
+++ b/data/key/040.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Estado de México, 07/10/2013",
+    "no": "10327448",
+    "mrz": "I<MEX10327448<1<<<<<<<<<<<<<<< 4901242M<<<<<<0ITA<<<<<<<<<<<8 RENNA<<GIUSEPPE<CARLO<<<<<<<<<"
+}
\ No newline at end of file
diff --git a/data/key/041.json b/data/key/041.json
new file mode 100644
index 0000000000000000000000000000000000000000..9c951a1035248687a6e45435d075e2fc41d43120
--- /dev/null
+++ b/data/key/041.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "los Mochis, 18/11/2022",
+    "no": "13036057",
+    "mrz": "I<MEX13036057<1<<<<<<<<<<<<<<< 7912274F2311160COL<<<<<<<<<<<6 MARTINEZ<NUNEZ<<KARINA<DEL<ROS"
+}
\ No newline at end of file
diff --git a/data/key/042.json b/data/key/042.json
new file mode 100644
index 0000000000000000000000000000000000000000..c4ecdd601b46e06ed45eea6eb5ec1ec5d77750f7
--- /dev/null
+++ b/data/key/042.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Estado de México, 07/11/2022",
+    "no": "13016625",
+    "mrz": "I<MEX13016625<6<<<<<<<<<<<<<<< 7906112F2311089ARG<<<<<<<<<<<0 SULETA<<MARIA<FERNANDA<<<<<<<<"
+}
\ No newline at end of file
diff --git a/data/key/043.json b/data/key/043.json
new file mode 100644
index 0000000000000000000000000000000000000000..8bae49f6713a503f2ed88bb4d1319ea80ba7e0c1
--- /dev/null
+++ b/data/key/043.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Querétaro, 14/04/2023",
+    "no": "13222623",
+    "mrz": "I<MEX13222623<7<<<<<<<<<<<<<<< 7210132F<<<<<<0VEN<<<<<<<<<<<4 LOZANO<DE<DSOUZA<<NITZA<ZULAY<"
+}
\ No newline at end of file
diff --git a/data/key/044.json b/data/key/044.json
new file mode 100644
index 0000000000000000000000000000000000000000..4d7a515faadf458795d26a37192fa4df93f2d0e2
--- /dev/null
+++ b/data/key/044.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "San Luis Potosi, 15/08/2022",
+    "no": "12922872<<<<<<<<<<<<<<< 8908102M2608145COL<<<<<<<<<<<0 SANCHEZ<LAMUS<<JONATHAN<<<<<<<",
+    "mrz": "I<MEX12922872<5"
+}
\ No newline at end of file
diff --git a/data/key/045.json b/data/key/045.json
new file mode 100644
index 0000000000000000000000000000000000000000..06c9983085c157647d2c4f7ebbe645567879a3a9
--- /dev/null
+++ b/data/key/045.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "León, 24/03/2023",
+    "no": "13196711",
+    "mrz": "I<MEX13196711<5<<<<<<<<<<<<<<< 9202232F2403155ARG<<<<<<<<<<<4 DEANE<<JOSEFINA<MARIA<<<<<<<<<"
+}
\ No newline at end of file
diff --git a/data/key/046.json b/data/key/046.json
new file mode 100644
index 0000000000000000000000000000000000000000..c405f9b6d07527d1138d02e368b22bca815097a4
--- /dev/null
+++ b/data/key/046.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "TAMPICO, 03/05/2023",
+    "no": "13244867",
+    "mrz": "I<MEX13244867<9<<<<<<<<<<<<<<< 8807249F2405104COL<<<<<<<<<<<8 ENRIQUEZ<EST<<ANDREA<CONSTANZA"
+}
\ No newline at end of file
diff --git a/data/key/047.json b/data/key/047.json
new file mode 100644
index 0000000000000000000000000000000000000000..3e9e5e2877d1a3c4dbb9475f751b0c80dbcfbb3b
--- /dev/null
+++ b/data/key/047.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Estado de México, 23/02/2023",
+    "no": "13159556",
+    "mrz": "I<MEX13159556<7<<<<<<<<<<<<<<< 9706073M2502221COL<<<<<<<<<<<6 VELEZ<GUTIERRE<<JAMES<ESLEIDER"
+}
\ No newline at end of file
diff --git a/data/key/048.json b/data/key/048.json
new file mode 100644
index 0000000000000000000000000000000000000000..1e2f811e0e4da69a21fe939a46e51b3d81977de3
--- /dev/null
+++ b/data/key/048.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Ciudad de México, 02/02//2023",
+    "no": "13132820",
+    "mrz": "I<MEX13132820<6<<<<<<<<<<<<<<< 9903090M2702010TUR<<<<<<<<<<<2 CABALAR<<MUHAMMED<MURATHAN<<<<"
+}
\ No newline at end of file
diff --git a/data/key/049.json b/data/key/049.json
new file mode 100644
index 0000000000000000000000000000000000000000..df184d3f1b8fa73e6461ff67c45f30a914380df5
--- /dev/null
+++ b/data/key/049.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Estado de México, 23/03/2023",
+    "no": "13196130",
+    "mrz": "I<MEX13196130<0<<<<<<<<<<<<<<< 7106299F<<<<<<0SLV<<<<<<<<<<<2 ARGUETA<GUEVA<<SONIA<JEANNETTE"
+}
\ No newline at end of file
diff --git a/data/key/050.json b/data/key/050.json
new file mode 100644
index 0000000000000000000000000000000000000000..c4edcdd3aebc908107d0c0fff1be31b7fa51a830
--- /dev/null
+++ b/data/key/050.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "QUERETATO, 09/05/2023",
+    "no": "13251488",
+    "mrz": "I<MEX13251488<0<<<<<<<<<<<<<<< 7902055F2405023BRA<<<<<<<<<<<0 FALAVIGNA<<GISELE<CRISTIANA<<<"
+}
\ No newline at end of file
diff --git a/data/key/051.json b/data/key/051.json
new file mode 100644
index 0000000000000000000000000000000000000000..2fe97951aead7c3d38b5cfe9a9bce51183cc12aa
--- /dev/null
+++ b/data/key/051.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Quintana Roo, 14/10/2022",
+    "no": "12992442",
+    "mrz": "I<MEX12992442<9<<<<<<<<<<<<<<< 7601266f<<<<<<0VEN<<<<<<<<<<<4 ESPINAL<ZABALA<<MARIA<CAROLINA "
+}
\ No newline at end of file
diff --git a/data/key/052.json b/data/key/052.json
new file mode 100644
index 0000000000000000000000000000000000000000..6b65236d7b52202bfe9ff118b7b0578d8efc19af
--- /dev/null
+++ b/data/key/052.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Ciudad de México, 17/02/2023",
+    "no": "13151940",
+    "mrz": "I<MEX13151940<2<<<<<<<<<<<<<<< 8810274F2402228SLV<<<<<<<<<<<8 RIVAS<HERNANDEZ<<LISSETTE<CARO"
+}
\ No newline at end of file
diff --git a/data/key/053.json b/data/key/053.json
new file mode 100644
index 0000000000000000000000000000000000000000..7c662308546e4c068a48b845578f1282482d1a8a
--- /dev/null
+++ b/data/key/053.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Ciudad de México, 04/11/2022",
+    "no": "13014769",
+    "mrz": "I<MEX13014769<1<<<<<<<<<<<<<<< 8006086M<<<<<<0VEN<<<<<<<<<<<4 BIANCARDI<TARUL<<ENZO<SALVADOR"
+}
\ No newline at end of file
diff --git a/data/key/054.json b/data/key/054.json
new file mode 100644
index 0000000000000000000000000000000000000000..444de0e2231d8716fa81f18594b274af75232f19
--- /dev/null
+++ b/data/key/054.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Ciudad de México, 04/11/2022",
+    "no": "13014738",
+    "mrz": "I<MEX13014738<7<<<<<<<<<<<<<<< 7101087M<<<<<<0ARG<<<<<<<<<<<8 GIACHINO<<GUSTAVO<ALEJANDRO<<<"
+}
\ No newline at end of file
diff --git a/data/key/055.json b/data/key/055.json
new file mode 100644
index 0000000000000000000000000000000000000000..aa28fb7cd1ec2501516c01ba49b2d835cefad2da
--- /dev/null
+++ b/data/key/055.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "NUEVO LEON, 22/06/2023",
+    "no": "13310708",
+    "mrz": "I<MEX13310708<7<<<<<<<<<<<<<<< 8106012M2507053CHL<<<<<<<<<<<4 HERNANDEZ<VELE<<CARLOS<EDUARD0"
+}
\ No newline at end of file
diff --git a/data/key/056.json b/data/key/056.json
new file mode 100644
index 0000000000000000000000000000000000000000..59842d68b3740124f2683eb8a862fe7ff2ecd214
--- /dev/null
+++ b/data/key/056.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Dirección General de Regulación y Archivo Migratorio, 16/12/2022",
+    "no": "13078740",
+    "mrz": "I<MEX13078740<4<<<<<<<<<<<<<<< 9605110F2312156VEN<<<<<<<<<<<4 GARCIA<GONZALEZ<<YLENSENIA<YUR "
+}
\ No newline at end of file
diff --git a/data/key/057.json b/data/key/057.json
new file mode 100644
index 0000000000000000000000000000000000000000..09cd62f72515e502c17c28448a9885cd71a2a69e
--- /dev/null
+++ b/data/key/057.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "28/02/2023",
+    "no": "13164649",
+    "mrz": "I<MEX13164649<2<<<<<<<<<<<<<<< 5510218F<<<<<<0VEN<<<<<<<<<<<6 VELASCO<PEREZ<<ANA<CECILIA<<<<"
+}
\ No newline at end of file
diff --git a/data/key/058.json b/data/key/058.json
new file mode 100644
index 0000000000000000000000000000000000000000..72aa21e66c8d373555b4a42e7b5930ba80f32db2
--- /dev/null
+++ b/data/key/058.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "CIUDAD DE MEXICO, 07/07/2023",
+    "no": "13328643",
+    "mrz": "I<MEX13328643<0<<<<<<<<<<<<<<< 9706154M2407290COL<<<<<<<<<<<8 REILLY<MARULANDA<<MICHAEL<SHAN "
+}
\ No newline at end of file
diff --git a/data/key/059.json b/data/key/059.json
new file mode 100644
index 0000000000000000000000000000000000000000..0578b86033cb10c2a8b179594dd615bfe3e44651
--- /dev/null
+++ b/data/key/059.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Ciudad del Carmen",
+    "no": "13021053",
+    "mrz": "I<MEX13021053<7<<<<<<<<<<<<<<< 8405058F2311252RUS<<<<<<<<<<<6 BOIARINTSEVA<<TATTIANA<<<<<<<<<"
+}
\ No newline at end of file
diff --git a/data/key/060.json b/data/key/060.json
new file mode 100644
index 0000000000000000000000000000000000000000..08a64c3c4da4753fb3d1cbb9b05ecc3b6d17b2ca
--- /dev/null
+++ b/data/key/060.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Puebla, 09/02/2023",
+    "no": "13139990",
+    "mrz": "I<MEX13139990<7<<<<<<<<<<<<<<< 8811042M2302096COL<<<<<<<<<<<0 OSORIO<LONDONO<<JHONATAN<DEISO"
+}
\ No newline at end of file
diff --git a/data/key/061.json b/data/key/061.json
new file mode 100644
index 0000000000000000000000000000000000000000..1a99be1315c86162df077cc592225a978cb3c4a9
--- /dev/null
+++ b/data/key/061.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "CIUDAD DE MEXICO, 30/06/2023",
+    "no": "13319837",
+    "mrz": "I<MEX13319837<3<<<<<<<<<<<<<<< 8602178M<<<<<<0PER<<<<<<<<<<<4 MIRANDA<SANTISTEBAN<<EVARISTOT"
+}
\ No newline at end of file
diff --git a/data/key/062.json b/data/key/062.json
new file mode 100644
index 0000000000000000000000000000000000000000..b6441b4f4d9b1550e5fbd111982226ec91efc340
--- /dev/null
+++ b/data/key/062.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Ciudad de México, 23/03/2023",
+    "no": "13195813",
+    "mrz": "I<MEX13195813<9<<<<<<<<<<<<<<< 9409097M2403188ESP<<<<<<<<<<<6 CANALES<TOUGH<<LUIS<<<<<<<<<<<"
+}
\ No newline at end of file
diff --git a/data/key/063.json b/data/key/063.json
new file mode 100644
index 0000000000000000000000000000000000000000..2471ea49be875f186e552f52eb6ebfee4f5a3017
--- /dev/null
+++ b/data/key/063.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Estado de México, 29/10/2021",
+    "no": "12573489",
+    "mrz": "I<MEX12573489<3<<<<<<<<<<<<<<< 8602101M2510284KEN<<<<<<<<<<<6 GITAU<<MOSES<WANYOIKE<<<<<<<<<"
+}
\ No newline at end of file
diff --git a/data/key/064.json b/data/key/064.json
new file mode 100644
index 0000000000000000000000000000000000000000..b33c5b14647b7086fb7a134428b3569040e3bee5
--- /dev/null
+++ b/data/key/064.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "19/10/2022",
+    "no": "12996580",
+    "mrz": "I<MEX12996580<4<<<<<<<<<<<<<<< 9206171M2308180COL<<<<<<<<<<<4 MARTINEZ<RODRI<<LUIS<SEBASTIAN"
+}
\ No newline at end of file
diff --git a/data/key/065.json b/data/key/065.json
new file mode 100644
index 0000000000000000000000000000000000000000..656cfa190042251c24b5e9d218dfe34d8147d7ab
--- /dev/null
+++ b/data/key/065.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Jalisco, 08/03/2023",
+    "no": "13176028",
+    "mrz": "I<MEX13176028<2<<<<<<<<<<<<<<< 8803067F<<<<<<0CUB<<<<<<<<<<<0 GARAU<RODRIGUEZ<<YANET<<<<<<<<"
+}
\ No newline at end of file
diff --git a/data/key/066.json b/data/key/066.json
new file mode 100644
index 0000000000000000000000000000000000000000..b22f92346900cd93eda4e36f6931195d12a2dfae
--- /dev/null
+++ b/data/key/066.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Ciudad de Mexico, 09/11/2022",
+    "no": "13021902",
+    "mrz": "I<MEX13021902<8<<<<<<<<<<<<<<< 9008238F2411266ARG<<<<<<<<<<<4 BURGOS<<NAARA<<<<<<<<<<<<<<<<<<"
+}
\ No newline at end of file
diff --git a/data/key/067.json b/data/key/067.json
new file mode 100644
index 0000000000000000000000000000000000000000..5387d095145e6042bce090058148fe5bc11b7611
--- /dev/null
+++ b/data/key/067.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "QUINTANA ROO, 23/05/2023",
+    "no": "13271709",
+    "mrz": "I<MEX13271709<4<<<<<<<<<<<<<<< 6401300M<<<<<<0LBN<<<<<<<<<<<0 EL<CHOUEIRI<<ELIAS<<<<<<<<<<<<"
+}
\ No newline at end of file
diff --git a/data/key/068.json b/data/key/068.json
new file mode 100644
index 0000000000000000000000000000000000000000..da98b3788e6d0137d02a93c0cef9ca602e2f783a
--- /dev/null
+++ b/data/key/068.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Ciudad de México, 17/03/2023",
+    "no": "13190096",
+    "mrz": "I<MEX13190096<1<<<<<<<<<<<<<<< 8812245M<<<<<<0NIC<<<<<<<<<<<8 NARVAEZ<MONTAN<<EDGARD<ANTONIO "
+}
\ No newline at end of file
diff --git a/data/key/069.json b/data/key/069.json
new file mode 100644
index 0000000000000000000000000000000000000000..8da44fe5030572a1775596f9cfa755859de9e099
--- /dev/null
+++ b/data/key/069.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Ciudad de México, 15/03/2023",
+    "no": "13185769",
+    "mrz": "I<MEX13185769<4<<<<<<<<<<<<<<< 7307281F<<<<<<0VEN<<<<<<<<<<<8 GONZALEZ<GARCIA<<MARIA<JOSE<<<"
+}
\ No newline at end of file
diff --git a/data/key/070.json b/data/key/070.json
new file mode 100644
index 0000000000000000000000000000000000000000..a743274328aa77efa90417596fda20e4ddd4f6d2
--- /dev/null
+++ b/data/key/070.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Ciudad de México, 21/03/2023",
+    "no": "13191036",
+    "mrz": "I<MEX13191036<2<<<<<<<<<<<<<<< 9704080F2403281ECU<<<<<<<<<<<0 MOREIRA<ZEVALL<<MAITEE<SAMANTA"
+}
\ No newline at end of file
diff --git a/data/key/071.json b/data/key/071.json
new file mode 100644
index 0000000000000000000000000000000000000000..7af7f7ade6c92873b5ff8dcb0ad87b1d33b4702f
--- /dev/null
+++ b/data/key/071.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Jalisco, 24/05/2022",
+    "no": "12825613",
+    "mrz": "I<MEX12825613<2<<<<<<<<<<<<<<< 9006267M2404288COL<<<<<<<<<<<6 GAYON<PEREZ<<MIGUEL<ANGEL<<<<<"
+}
\ No newline at end of file
diff --git a/data/key/072.json b/data/key/072.json
new file mode 100644
index 0000000000000000000000000000000000000000..fb8fc3f95c0902e0fdbeb63956a6fa2d797cc7e5
--- /dev/null
+++ b/data/key/072.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Ciudad de México, 25/10/2022",
+    "no": "13004072",
+    "mrz": "I<MEX13004072<3<<<<<<<<<<<<<<< 8512143M<<<<<<0IND<<<<<<<<<<<4 GUPTA<<SWETANK<<<<<<<<<<<<<<<<"
+}
\ No newline at end of file
diff --git a/data/key/073.json b/data/key/073.json
new file mode 100644
index 0000000000000000000000000000000000000000..899f5af604b8a3b4b4f43c1e2d091ab35e849a45
--- /dev/null
+++ b/data/key/073.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "10/04/2023",
+    "no": "13216025",
+    "mrz": "I<MEX13216025<2<<<<<<<<<<<<<<< 9105171M2404196COL<<<<<<<<<<<6 PALLARES<PALLA<<DAVID<EMMANUEL"
+}
\ No newline at end of file
diff --git a/data/key/074.json b/data/key/074.json
new file mode 100644
index 0000000000000000000000000000000000000000..ab155d33e138c12a096d030768b9fc5031d46222
--- /dev/null
+++ b/data/key/074.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Ciudad de México, 06/03/2023",
+    "no": "13172878",
+    "mrz": "I<MEX13172878<3<<<<<<<<<<<<<<< 8205306M<<<<<<0ISR<<<<<<<<<<<6 MYARA<<EREZ<<<<<<<<<<<<<<<<<<<"
+}
\ No newline at end of file
diff --git a/data/key/075.json b/data/key/075.json
new file mode 100644
index 0000000000000000000000000000000000000000..1639194b4b7f4c57dae086f36bf77a791b0e0100
--- /dev/null
+++ b/data/key/075.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Ciudad de México, 06/03/2023",
+    "no": "13172878",
+    "mrz": "I<MEX13172878<3<<<<<<<<<<<<<<< 8205306M<<<<<<0ISR<<<<<<<<<<<6MYARA<<EREZ<<<<<<<<<<<<<<<<<<<"
+}
\ No newline at end of file
diff --git a/data/key/076.json b/data/key/076.json
new file mode 100644
index 0000000000000000000000000000000000000000..098310c62d835263104f36973af9a216006f2ebd
--- /dev/null
+++ b/data/key/076.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "CIUDAD DE MEXICO, 31/05/2023",
+    "no": "13282580",
+    "mrz": "I<MEX13282580<1<<<<<<<<<<<<<<< 0504209M<<<<<<0VEN<<<<<<<<<<<4 PEROZO<CAMARGO<<JOSE<DAVID<<<<"
+}
\ No newline at end of file
diff --git a/data/key/077.json b/data/key/077.json
new file mode 100644
index 0000000000000000000000000000000000000000..270016039ab5e2a41b62f20b0d127e103e145f35
--- /dev/null
+++ b/data/key/077.json
@@ -0,0 +1,5 @@
+{
+    "dateOfprinted": "Ciudad d México, 07/02/2023",
+    "no": "13136304",
+    "mrz": "I<MEX13136304<1<<<<<<<<<<<<<<< 7703252M<<<<<<0COL<<<<<<<<<<<8 RENDON<HERNAN<<MARLON<BERNARDO"
+}
\ No newline at end of file
diff --git a/data/key/078.json b/data/key/078.json
new file mode 100644
index 0000000000000000000000000000000000000000..73d9cde8db9fc0f41e9cc3dba045c62073a34cfd
--- /dev/null
+++ b/data/key/078.json
@@ -0,0 +1,5 @@
+{
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+{"file_name": "059.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"Ciudad del Carmen\", \"no\": \"13021053\", \"mrz\": \"I<MEX13021053<7<<<<<<<<<<<<<<< 8405058F2311252RUS<<<<<<<<<<<6 BOIARINTSEVA<<TATTIANA<<<<<<<<<\"}}"}
+{"file_name": "060.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"Puebla, 09/02/2023\", \"no\": \"13139990\", \"mrz\": \"I<MEX13139990<7<<<<<<<<<<<<<<< 8811042M2302096COL<<<<<<<<<<<0 OSORIO<LONDONO<<JHONATAN<DEISO\"}}"}
+{"file_name": "061.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"CIUDAD DE MEXICO, 30/06/2023\", \"no\": \"13319837\", \"mrz\": \"I<MEX13319837<3<<<<<<<<<<<<<<< 8602178M<<<<<<0PER<<<<<<<<<<<4 MIRANDA<SANTISTEBAN<<EVARISTOT\"}}"}
+{"file_name": "062.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"Ciudad de México, 23/03/2023\", \"no\": \"13195813\", \"mrz\": \"I<MEX13195813<9<<<<<<<<<<<<<<< 9409097M2403188ESP<<<<<<<<<<<6 CANALES<TOUGH<<LUIS<<<<<<<<<<<\"}}"}
+{"file_name": "063.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"Estado de México, 29/10/2021\", \"no\": \"12573489\", \"mrz\": \"I<MEX12573489<3<<<<<<<<<<<<<<< 8602101M2510284KEN<<<<<<<<<<<6 GITAU<<MOSES<WANYOIKE<<<<<<<<<\"}}"}
+{"file_name": "064.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"19/10/2022\", \"no\": \"12996580\", \"mrz\": \"I<MEX12996580<4<<<<<<<<<<<<<<< 9206171M2308180COL<<<<<<<<<<<4 MARTINEZ<RODRI<<LUIS<SEBASTIAN\"}}"}
+{"file_name": "065.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"Jalisco, 08/03/2023\", \"no\": \"13176028\", \"mrz\": \"I<MEX13176028<2<<<<<<<<<<<<<<< 8803067F<<<<<<0CUB<<<<<<<<<<<0 GARAU<RODRIGUEZ<<YANET<<<<<<<<\"}}"}
+{"file_name": "066.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"Ciudad de Mexico, 09/11/2022\", \"no\": \"13021902\", \"mrz\": \"I<MEX13021902<8<<<<<<<<<<<<<<< 9008238F2411266ARG<<<<<<<<<<<4 BURGOS<<NAARA<<<<<<<<<<<<<<<<<<\"}}"}
+{"file_name": "067.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"QUINTANA ROO, 23/05/2023\", \"no\": \"13271709\", \"mrz\": \"I<MEX13271709<4<<<<<<<<<<<<<<< 6401300M<<<<<<0LBN<<<<<<<<<<<0 EL<CHOUEIRI<<ELIAS<<<<<<<<<<<<\"}}"}
+{"file_name": "068.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"Ciudad de México, 17/03/2023\", \"no\": \"13190096\", \"mrz\": \"I<MEX13190096<1<<<<<<<<<<<<<<< 8812245M<<<<<<0NIC<<<<<<<<<<<8 NARVAEZ<MONTAN<<EDGARD<ANTONIO \"}}"}
+{"file_name": "069.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"Ciudad de México, 15/03/2023\", \"no\": \"13185769\", \"mrz\": \"I<MEX13185769<4<<<<<<<<<<<<<<< 7307281F<<<<<<0VEN<<<<<<<<<<<8 GONZALEZ<GARCIA<<MARIA<JOSE<<<\"}}"}
+{"file_name": "070.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"Ciudad de México, 21/03/2023\", \"no\": \"13191036\", \"mrz\": \"I<MEX13191036<2<<<<<<<<<<<<<<< 9704080F2403281ECU<<<<<<<<<<<0 MOREIRA<ZEVALL<<MAITEE<SAMANTA\"}}"}
+{"file_name": "071.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"Jalisco, 24/05/2022\", \"no\": \"12825613\", \"mrz\": \"I<MEX12825613<2<<<<<<<<<<<<<<< 9006267M2404288COL<<<<<<<<<<<6 GAYON<PEREZ<<MIGUEL<ANGEL<<<<<\"}}"}
+{"file_name": "072.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"Ciudad de México, 25/10/2022\", \"no\": \"13004072\", \"mrz\": \"I<MEX13004072<3<<<<<<<<<<<<<<< 8512143M<<<<<<0IND<<<<<<<<<<<4 GUPTA<<SWETANK<<<<<<<<<<<<<<<<\"}}"}
+{"file_name": "073.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"10/04/2023\", \"no\": \"13216025\", \"mrz\": \"I<MEX13216025<2<<<<<<<<<<<<<<< 9105171M2404196COL<<<<<<<<<<<6 PALLARES<PALLA<<DAVID<EMMANUEL\"}}"}
+{"file_name": "074.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"Ciudad de México, 06/03/2023\", \"no\": \"13172878\", \"mrz\": \"I<MEX13172878<3<<<<<<<<<<<<<<< 8205306M<<<<<<0ISR<<<<<<<<<<<6 MYARA<<EREZ<<<<<<<<<<<<<<<<<<<\"}}"}
+{"file_name": "075.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"Ciudad de México, 06/03/2023\", \"no\": \"13172878\", \"mrz\": \"I<MEX13172878<3<<<<<<<<<<<<<<< 8205306M<<<<<<0ISR<<<<<<<<<<<6MYARA<<EREZ<<<<<<<<<<<<<<<<<<<\"}}"}
+{"file_name": "076.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"CIUDAD DE MEXICO, 31/05/2023\", \"no\": \"13282580\", \"mrz\": \"I<MEX13282580<1<<<<<<<<<<<<<<< 0504209M<<<<<<0VEN<<<<<<<<<<<4 PEROZO<CAMARGO<<JOSE<DAVID<<<<\"}}"}
+{"file_name": "077.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"Ciudad d México, 07/02/2023\", \"no\": \"13136304\", \"mrz\": \"I<MEX13136304<1<<<<<<<<<<<<<<< 7703252M<<<<<<0COL<<<<<<<<<<<8 RENDON<HERNAN<<MARLON<BERNARDO\"}}"}
+{"file_name": "078.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"30/05/2023\", \"no\": \"13280322\", \"mrz\": \"I<MEX13280322<7<<<<<<<<<<<<<<< 8910071M2505299COL<<<<<<<<<<<0 MUNOZ<RIVILLAS<<JUAN<DAVID<<<<\"}}"}
+{"file_name": "079.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"Ciudad de México, 27/03/2023\", \"no\": \"13199827\", \"mrz\": \"I<MEX13199827<0<<<<<<<<<<<<<<< 8404110M2312167ESP<<<<<<<<<<<8 ACORDAGOITIA<SANCHEZ<<ALBERTO\"}}"}
+{"file_name": "080.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"Jalisco, 08/02/2023\", \"no\": \"13138937\", \"mrz\": \"I<MEX13138937<3<<<<<<<<<<<<<<< 8405047M2602132ECU<<<<<<<<<<<0 BARTOLOME<MENDE<<ALEX<MAURICIO\"}}"}
+{"file_name": "081.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"CIUDAD HIDALGO, 17/05/2023\", \"no\": \"13266185\", \"mrz\": \"I<MEX13266185<0<<<<<<<<<<<<<<< 9609059F2305178HND<<<<<<<<<<<6 PAZ<FUNEZ<<IBETH<<<<<<<<<<<<<<\"}}"}
+{"file_name": "082.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"CIUDAD DE MEXICO, 28/06/2023\", \"no\": \"13316811\", \"mrz\": \"I<MEX13316811<2<<<<<<<<<<<<<<< 9507258M2406101COL<<<<<<<<<<<4 ARTEAGA<BOLIVA<<JUAN<SEBASTIAN\"}}"}
+{"file_name": "083.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"Hidalgo, 27/03/2023\", \"no\": \"13199614\", \"mrz\": \"I<MEX13199614<2<<<<<<<<<<<<<<< 8201319M2503309COL<<<<<<<<<<<2 ROMERO<DUCUARA<<JULIO<CESAR<<<\"}}"}
+{"file_name": "084.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"Jalisco, 06/01/2023\", \"no\": \"13093312\", \"mrz\": \"I<MEX13093312<4<<<<<<<<<<<<<<< 8809014M2311296IND<<<<<<<<<<<4 DAVID<JAYAPAUL<<CHARLES<MATHEW\"}}"}
+{"file_name": "085.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"Ciudad de México, 25/11/2022\", \"no\": \"13045145\", \"mrz\": \"I<MEX13045145<3<<<<<<<<<<<<<<< 8501101M<<<<<<0COL<<<<<<<<<<<0 OSORIO<MARTINEZ<<ALVARO<HERNAN \"}}"}
+{"file_name": "086.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"Ciudad de México, 25/11/2022\", \"no\": \"13045145\", \"mrz\": \"I<MEX13045145<3<<<<<<<<<<<<<<< 8501101M<<<<<<0COL<<<<<<<<<<<0 OSORIO<MARTINEZ<<ALVARO<HERNAN\"}}"}
+{"file_name": "087.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"\", \"no\": \"13239848\", \"mrz\": \"I<MEX13239848<6<<<<<<<<<<<<<<< 9810271M2304274HND<<<<<<<<<<<0 PEREZ<AVILEZ<<JOSE<EVELIO<<<<<\"}}"}
+{"file_name": "088.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"Morelos, 12/12/2022\", \"no\": \"13069006\", \"mrz\": \"I<MEX13069006<3<<<<<<<<<<<<<<< 9308282M2312112COL<<<<<<<<<<<2 MARTINEZ<TELL<<JORGE<ALEXANDER\"}}"}
+{"file_name": "089.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"Estado de México, 01/12/2022\", \"no\": \"13053294\", \"mrz\": \"I<MEX13053294<7<<<<<<<<<<<<<<< 9701160M2411277COL<<<<<<<<<<<2 RODRIGUEZ<RODRI<<VICTOR<FABIAN\"}}"}
diff --git a/fm-donut/train/metadata.jsonll b/fm-donut/train/metadata.jsonll
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/fm-donut/validation/000.jpg b/fm-donut/validation/000.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a6dbcf3e0fa030a4baf71dd81b699378e59b105c
--- /dev/null
+++ b/fm-donut/validation/000.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0bf781d53215198a28cece840484719a4b489ac0699d1dcf9ca0f882360f7779
+size 121280
diff --git a/fm-donut/validation/001.jpg b/fm-donut/validation/001.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..cb4b2d25ab6c31fe7d96fab4837d7633c1aa4a02
--- /dev/null
+++ b/fm-donut/validation/001.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e9190b2f6cbb2ce25e71a72366ba6c93cc07ab89f8efe919460eda0a97a3f249
+size 126242
diff --git a/fm-donut/validation/002.jpg b/fm-donut/validation/002.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..eee18d0b8995b86647cbbcde192cbafd218705f2
--- /dev/null
+++ b/fm-donut/validation/002.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cf4d9083cda4490a9e450d017ea2cc2fbd48951da563e8f8c25b768996ccffcf
+size 101640
diff --git a/fm-donut/validation/003.jpg b/fm-donut/validation/003.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..28b96144d263ebbaebeaec3b5ab901edfd23dec3
--- /dev/null
+++ b/fm-donut/validation/003.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:44e41a644d0bcf0b5d351b505b9357461bf259b3b97839720e5d57cc8265a908
+size 247831
diff --git a/fm-donut/validation/004.jpg b/fm-donut/validation/004.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..79c649acb43edf31115476dfc4adf41d8a7b089e
--- /dev/null
+++ b/fm-donut/validation/004.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:60a36dd44b066f1f3fb9c00ce67f3a00efcf53b34e39547509b539232733064a
+size 344550
diff --git a/fm-donut/validation/005.jpg b/fm-donut/validation/005.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1191a0a01268998eef92ecd60bcf9868e7899cf7
--- /dev/null
+++ b/fm-donut/validation/005.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:822742d907c972e4ef364159b95f445ec61d921d54ac71ff55e350f1ebb3ed8e
+size 42599
diff --git a/fm-donut/validation/006.jpg b/fm-donut/validation/006.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4f47f440dac1dbd3072f6d953f2176a295e07575
--- /dev/null
+++ b/fm-donut/validation/006.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:76254c0fad31588a2d27f847dd691135a2dcdad7bf9f9ec5f18aca50654e8454
+size 37974
diff --git a/fm-donut/validation/007.jpg b/fm-donut/validation/007.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1337b781153e037669a1d09a88e34f8ae980c08d
--- /dev/null
+++ b/fm-donut/validation/007.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e11f070541965fcdf571b432429163407e2f6690c4bdc37c9e835c36f08472c
+size 35271
diff --git a/fm-donut/validation/008.jpg b/fm-donut/validation/008.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..60d7914e9333d217aea85029b417464dd9b637f7
--- /dev/null
+++ b/fm-donut/validation/008.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b3a0066055ea8473e712232963022bc7ebc17ae8f9d1c41de38a4fb1bcdb39b0
+size 47525
diff --git a/fm-donut/validation/009.jpg b/fm-donut/validation/009.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..fc4a66c9b9e85ea9e0c8e3c18defa80f71ba88b0
--- /dev/null
+++ b/fm-donut/validation/009.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4d04ffde9c5baa84f559775aa139f71fd5fdde61333fb3d33834293d80c84a0
+size 60822
diff --git a/fm-donut/validation/metadata.jsonl b/fm-donut/validation/metadata.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4f47d8729531765d8e3fdb70788ffc2e6a4f934e
--- /dev/null
+++ b/fm-donut/validation/metadata.jsonl
@@ -0,0 +1,10 @@
+{"file_name": "000.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"CIUDAD DE MEXICO, 03/05/2023\", \"no\": \"13242591\", \"mrz\": \"I<MEX13242591<4<<<<<<<<<<<<<<< 6408125F2604273COL<<<<<<<<<<<4 PINEROS<CALDERON<<GLADYS<<<<<<\"}}"}
+{"file_name": "001.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"OR PUEBLA, 07/08/2023\", \"no\": \"13369142\", \"mrz\": \"I<MEX13369142<3<<<<<<<<<<<<<<< 9706062M<<<<<<0COL<<<<<<<<<<<4 RAMIREZ<OME<<JUAN<CAMILO<<<<<<\"}}"}
+{"file_name": "002.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"Yucatán, 29/11/2022\", \"no\": \"13048907\", \"mrz\": \"I<MEX13048907<8<<<<<<<<<<<<<<< 9012271F2311089COL<<<<<<<<<<<8 HURTADO<TORRES<<MARIA<CAMILA<<\"}}"}
+{"file_name": "003.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"Estado de México, 01/12/2022\", \"no\": \"13053294\", \"mrz\": \"I<MEX13053294<7<<<<<<<<<<<<<<< 9701160M2411277COL<<<<<<<<<<<2 RODRIGUEZ<RODRI<<VICTOR<FABIAN\"}}"}
+{"file_name": "004.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"Ciudad de México, 05/12/2022\", \"no\": \"13056825\", \"mrz\": \"I<MEX13056825<6<<<<<<<<<<<<<<< 8410308M<<<<<<0ARG<<<<<<<<<<<0 PIEMONTE<<CARLOS<GABRIEL<<<<<<\"}}"}
+{"file_name": "005.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"CIUDAD DE MEXICO, 11/07/2023\", \"no\": \"13333043\", \"mrz\": \"I<MEX13333043<6<<<<<<<<<<<<<<< 8103022M2507053COL<<<<<<<<<<<4 GARCIA<LOAIZA<<EDWIN<JHOAN<<<<\"}}"}
+{"file_name": "006.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"Jalisco, 26/10/2022\", \"no\": \"13005712\", \"mrz\": \"I<MEX13005712<1<<<<<<<<<<<<<<< 9008308M2610254COL<<<<<<<<<<<<6 SANCHEZ<GARZON<<DANNY<JULIAN<<\"}}"}
+{"file_name": "007.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"JALISCO, 03/08/2023\", \"no\": \"13365026\", \"mrz\": \"I<MEX13365026<8<<<<<<<<<<<<<< 9312133M2607218COL <<<<<<<<<<<4 ACOSTA<VELEZ<<SERGIO<ANDRES<<<\"}}"}
+{"file_name": "008.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"Ciudad de México, 05/12/2022\", \"no\": \"13056825\", \"mrz\": \"I<MEX13056825<6<<<<<<<<<<<<<<< 8410308M<<<<<<0ARG<<<<<<<<<<<0 PIEMONTE<<CARLOS<GABRIEL<<<<<<\"}}"}
+{"file_name": "009.jpg", "ground_truth": "{\"gt_parse\": {\"dateOfprinted\": \"Estado de México, 01/12/2022\", \"no\": \"13053294\", \"mrz\": \"I<MEX13053294<7<<<<<<<<<<<<<<< 9701160M2411277COL<<<<<<<<<<<2 RODRIGUEZ<RODRI<<VICTOR<FABIAN\"}}"}
\ No newline at end of file
diff --git a/redimensionar.py b/redimensionar.py
new file mode 100644
index 0000000000000000000000000000000000000000..3d73515bbae4216abc6249f7dec5328a284a2481
--- /dev/null
+++ b/redimensionar.py
@@ -0,0 +1,31 @@
+from PIL import Image
+import os
+
+def redimensionar_imagenes(carpeta, nuevo_tamano):
+    # Obtener la lista de archivos en la carpeta
+    archivos = os.listdir(carpeta)
+
+    for archivo in archivos:
+        # Comprobar si el archivo es una imagen
+        if archivo.endswith(('.jpg', '.jpeg', '.png', '.gif')):
+            ruta = os.path.join(carpeta, archivo)
+
+            # Abrir la imagen utilizando PIL
+            imagen = Image.open(ruta)
+
+            # Redimensionar la imagen
+            imagen_redimensionada = imagen.resize(nuevo_tamano)
+
+            # Guardar la imagen redimensionada (sobreescribe la original)
+            imagen_redimensionada.save(ruta)
+
+            print(f"La imagen {archivo} ha sido redimensionada.")
+
+# Ruta de la carpeta de imágenes
+ruta_carpeta = "./data/img"
+
+# Nuevo tamaño deseado para las imágenes (ancho, alto)
+nuevo_tamano = (960, 1280)
+
+# Llamar a la función para redimensionar las imágenes
+redimensionar_imagenes(ruta_carpeta, nuevo_tamano)
\ No newline at end of file
diff --git a/tranform.py b/tranform.py
new file mode 100644
index 0000000000000000000000000000000000000000..a6ef5cdc5e735516dee6dbdec18e94defe758c28
--- /dev/null
+++ b/tranform.py
@@ -0,0 +1,20 @@
+import os
+import json
+import shutil
+from tqdm.notebook import tqdm
+lines = []
+images = []
+i = 1
+for ann in tqdm(os.listdir("./data/key")[0:91]):
+    i += 1
+    if ann != ".ipynb_checkpoints":
+        with open("./data/key/" + ann) as f:
+            data = json.load(f)
+        images.append(ann[:-4] + "jpg")
+        line = {"gt_parse": data}
+        lines.append(line)
+        with open("fm-donut/train/metadata.jsonll", 'w') as f:
+            for i, gt_parse in enumerate(lines):
+                line = {"file_name": images[i], "ground_truth": json.dumps(gt_parse)}
+                f.write(json.dumps(line) + "\n")
+        shutil.copyfile("./data/img/" + images[i], "./fm-donut/train/" + images[i])