diff --git a/crear.py b/crear.py
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--- a/crear.py
+++ b/crear.py
@@ -8,12 +8,12 @@ folder_path = "./data/key"
 if not os.path.exists(folder_path):
     os.makedirs(folder_path)
 
-for i in range(0, 50):
+for i in range(51, 100):
     data = {
         "CIC": "",
         "OCR": "",
         "MRZ" : "IDMEX",
-        "modelType": ""
+        "modelType": "DEF"
     }
 
     file_name = f"{i}.json"
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+}
\ No newline at end of file
diff --git a/data/key/055.json b/data/key/055.json
new file mode 100644
index 0000000000000000000000000000000000000000..6a2e5a7e5f9d7061694ede037120dcc7b8f84ed4
--- /dev/null
+++ b/data/key/055.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "1961721188",
+    "OCR": "2529065465883",
+    "MRZ": "IDMEX1961721188<<2529065465883 8505224H2912316MEX<05<<52142<2 ORTIZ<HUERTA<<ISRAEL<<<<<<<<<<",
+    "modelType": "DEF"
+}
\ No newline at end of file
diff --git a/data/key/056.json b/data/key/056.json
new file mode 100644
index 0000000000000000000000000000000000000000..ab573ba276a18fea912f945ab119100f4493e95c
--- /dev/null
+++ b/data/key/056.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "1247359391",
+    "OCR": "2661010352239",
+    "MRZ": "IDMEX1247359391<<2661010352239 8403157H2412311MEX<02<<18953<0 GUZMAN<OSUNA<<MARCO<ANTONIO<<<",
+    "modelType": "DEF"
+}
\ No newline at end of file
diff --git a/data/key/057.json b/data/key/057.json
new file mode 100644
index 0000000000000000000000000000000000000000..58becf9c7d467becb3e63a462b33f1de5f26dfc0
--- /dev/null
+++ b/data/key/057.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "",
+    "OCR": "3810135665588",
+    "MRZ": "",
+    "modelType": "C"
+}
\ No newline at end of file
diff --git a/data/key/058.json b/data/key/058.json
new file mode 100644
index 0000000000000000000000000000000000000000..f5a9ef8c5d0ddda58f939fe5ad06f527a6cf03ec
--- /dev/null
+++ b/data/key/058.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "1483549907",
+    "OCR": "3174106270941",
+    "MRZ": "IDMEX1483549907<<3174106270941 9806180M2612317MEX<00<<2211<5<6 MAGANA<MAYA<<LUCERO<<<<<<<<<<<",
+    "modelType": "DEF"
+}
\ No newline at end of file
diff --git a/data/key/059.json b/data/key/059.json
new file mode 100644
index 0000000000000000000000000000000000000000..74de3c2955050094c97bfe775cb0b1c84ab100d3
--- /dev/null
+++ b/data/key/059.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "1627173133",
+    "OCR": "4159079605854",
+    "MRZ": "IDMEX1627173133<<4159079605854 9001044H2712310MEX<01<<22684<4 AVILA<CASTILLO<<ERICK<ALDAIR<<",
+    "modelType": "DEF"
+}
\ No newline at end of file
diff --git a/data/key/060.json b/data/key/060.json
new file mode 100644
index 0000000000000000000000000000000000000000..7a479636c7c251520020bcdc0607de1ee9e7bd7f
--- /dev/null
+++ b/data/key/060.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "2141867834",
+    "OCR": "5189085725903",
+    "MRZ": "IDMEX2141867834<<5189085725903 9203295H2912316MEX<03<<08692<8 MATIAS<RUIZ<<ENRIQUE<<<<<<<<<<",
+    "modelType": "GH"
+}
\ No newline at end of file
diff --git a/data/key/061.json b/data/key/061.json
new file mode 100644
index 0000000000000000000000000000000000000000..a25d8ad4a60025e346df57c055cf79a5bba6780d
--- /dev/null
+++ b/data/key/061.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "2278064823",
+    "OCR": "5136042157367",
+    "MRZ": "IDMEX2278064823<<5136042157367 8001036M3212312MEX<04<<11152<4 TORRES<RAMIREZ<<GENOVEVA<YADIR",
+    "modelType": "GH"
+}
\ No newline at end of file
diff --git a/data/key/062.json b/data/key/062.json
new file mode 100644
index 0000000000000000000000000000000000000000..047ff37c7824d67fc1bfd719f5907b2266a1e620
--- /dev/null
+++ b/data/key/062.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "1465926090",
+    "OCR": "1789001415128",
+    "MRZ": "IDMEX1465926090<<1789001415128 7611223H2612317MEX<05<<16492<0 GARCIA<PASTRANA<<CARLOS<<<<<<<",
+    "modelType": "DEF"
+}
\ No newline at end of file
diff --git a/data/key/063.json b/data/key/063.json
new file mode 100644
index 0000000000000000000000000000000000000000..eeae46399890eeb920371ef23e436b4a6c42edc1
--- /dev/null
+++ b/data/key/063.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "1302004787",
+    "OCR": "3049068863973",
+    "MRZ": "IDMEX1302004787<<3049068863973 8602226M2512314MEX<02<<02376<6 MUNIZ<MORENO<<ERIKA<PAULINA<<<",
+    "modelType": "DEF"
+}
\ No newline at end of file
diff --git a/data/key/064.json b/data/key/064.json
new file mode 100644
index 0000000000000000000000000000000000000000..87f40026e0cb3f4f50ef5d5383eb981e506813c1
--- /dev/null
+++ b/data/key/064.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "1728010177",
+    "OCR": "4231104226202",
+    "MRZ": "IDMEX1728010177<<4231104226202 9707232M2812313MEX<01<<09110<3 MELQUIADES<HERNANDEZ<<BEYDA<<<",
+    "modelType": "DEF"
+}
\ No newline at end of file
diff --git a/data/key/065.json b/data/key/065.json
new file mode 100644
index 0000000000000000000000000000000000000000..202e7351fda0226d168b14a35c3bd54ac90dc992
--- /dev/null
+++ b/data/key/065.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "1483787671",
+    "OCR": "0399074539143",
+    "MRZ": "IDMEX1483787671<<0399074539143 8801074M2612317MEX<01<<08815<6 HUERTA<RUIZ<<NORMA<CAROLINA<<<",
+    "modelType": "DEF"
+}
\ No newline at end of file
diff --git a/data/key/066.json b/data/key/066.json
new file mode 100644
index 0000000000000000000000000000000000000000..094b25a88da174cead5968e35be68332dc3a7ba9
--- /dev/null
+++ b/data/key/066.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "1209415990",
+    "OCR": "1188075955722",
+    "MRZ": "IDMEX1209415990<<1188075955722 8807238M2412311MEX<01<<18686<6 SALDANA<DE<LA<PAZ<<JOHANA<YAHA",
+    "modelType": "DEF"
+}
\ No newline at end of file
diff --git a/data/key/067.json b/data/key/067.json
new file mode 100644
index 0000000000000000000000000000000000000000..7247ab47264a4da1265bdfa1c252422b27f5040e
--- /dev/null
+++ b/data/key/067.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "1241829737",
+    "OCR": "1717099294762",
+    "MRZ": "IDMEX1241829737<<1717099294762 9609152H2412311MEX<00<<20850<3 ESTRELLA<ORTEGA<<EDWIN<<<<<<<<",
+    "modelType": "DEF"
+}
\ No newline at end of file
diff --git a/data/key/068.json b/data/key/068.json
new file mode 100644
index 0000000000000000000000000000000000000000..89a0b5cbf60d32e50f196df2e36762e80c84f5c6
--- /dev/null
+++ b/data/key/068.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "2036646519",
+    "OCR": "3260082003992",
+    "MRZ": "IDMEX2036646519<<3260082003992 9009224H3012316MEX<01<<13132<1 SOTO<BOTELLO<<MANUEL<<<<<<<<<<",
+    "modelType": "GH"
+}
\ No newline at end of file
diff --git a/data/key/069.json b/data/key/069.json
new file mode 100644
index 0000000000000000000000000000000000000000..4728ba007f9822a7c3bd82a885312985ecae4300
--- /dev/null
+++ b/data/key/069.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "1237441673",
+    "OCR": "3165099178385",
+    "MRZ": "IDMEX1237441673<<3165099178385 8205155H2412311MEX<00<<69486<2 CARCAMO<CALDERON<<HUGO<<<<<<<<",
+    "modelType": "DEF"
+}
\ No newline at end of file
diff --git a/data/key/070.json b/data/key/070.json
new file mode 100644
index 0000000000000000000000000000000000000000..ba34e7b19b73458c6865706c3f01e6f3a8b2cb97
--- /dev/null
+++ b/data/key/070.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "1595806426",
+    "OCR": "1310117985193",
+    "MRZ": "IDMEX1595806426<<1310117985193 9801185M2712310MEX<00<<10911<7 CHAIDEZ<CARRILLO<<ALICIA<MANUE",
+    "modelType": "DEF"
+}
\ No newline at end of file
diff --git a/data/key/071.json b/data/key/071.json
new file mode 100644
index 0000000000000000000000000000000000000000..135ee06052041517e455dd166a422b1d0e21d6cb
--- /dev/null
+++ b/data/key/071.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "2172733069",
+    "OCR": "0512122392985",
+    "MRZ": "IDMEX2172733069<<0512122392985 0011031H3112319MEX<01<<10761<1 MIRELES<VALDEZ<<FREDDY<<<<<<<<",
+    "modelType": "GH"
+}
\ No newline at end of file
diff --git a/data/key/072.json b/data/key/072.json
new file mode 100644
index 0000000000000000000000000000000000000000..ab986cb5d02e669f963adbc0c8d1add87e2cf371
--- /dev/null
+++ b/data/key/072.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "1914288645",
+    "OCR": "0700120522396",
+    "MRZ": "IDMEX1914288645<<0700120522396 9908110H2912316MEX<01<<06339<3 VILLEGAS<AGUERO<<JUAN<DE<DIOS<",
+    "modelType": "DEF"
+}
\ No newline at end of file
diff --git a/data/key/073.json b/data/key/073.json
new file mode 100644
index 0000000000000000000000000000000000000000..0d9b14975f71fb8c4049fdc34ccbb69ccb312b4f
--- /dev/null
+++ b/data/key/073.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "1391643061",
+    "OCR": "1751065853836",
+    "MRZ": "IDMEX1391643061<<1751065853836 8508111M2512314MEX<01<<34885<1 DIAZ<GONZALEZ<<SUSANA<<<<<<<<<",
+    "modelType": "DEF"
+}
\ No newline at end of file
diff --git a/data/key/074.json b/data/key/074.json
new file mode 100644
index 0000000000000000000000000000000000000000..9bcd31392723f3228a88e7d28e22f2b8f47d445c
--- /dev/null
+++ b/data/key/074.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "1530069750",
+    "OCR": "0339000103036",
+    "MRZ": "IDMEX1530069750<<0339000103036 7004203H2612317MEX<03<<12190<8 LEYVA<LOPEZ<<ALEJANDRO<DE<JESU",
+    "modelType": "DEF"
+}
\ No newline at end of file
diff --git a/data/key/075.json b/data/key/075.json
new file mode 100644
index 0000000000000000000000000000000000000000..3f54be1869abfeebb5688c839ae7d11b31ef64fa
--- /dev/null
+++ b/data/key/075.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "2219796280",
+    "OCR": "1768130187235",
+    "MRZ": "IDMEX2219796280<<1768130187235 0310099H3112319MEX<00<<41015<5 ANTONIO<CRUZ<<JUAN<FRANCISCO<<",
+    "modelType": "GH"
+}
\ No newline at end of file
diff --git a/data/key/076.json b/data/key/076.json
new file mode 100644
index 0000000000000000000000000000000000000000..26d0fea0434f4cb4331fb76378abf707018d7175
--- /dev/null
+++ b/data/key/076.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "2228931359",
+    "OCR": "6161036064079",
+    "MRZ": "IDMEX2228931359<<6161036064079 8112118H3112319MEX<02<<18296<3 MARTINEZ<CERVANTES<<LUIS<<<<<<",
+    "modelType": "GH"
+}
\ No newline at end of file
diff --git a/data/key/077.json b/data/key/077.json
new file mode 100644
index 0000000000000000000000000000000000000000..59ecb14ef4088b0644f580163f21133d586d585e
--- /dev/null
+++ b/data/key/077.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "2080752161",
+    "OCR": "0134127171803",
+    "MRZ": "IDMEX2080752161<<0134127171803 0202251H3012316MEX<00<<27062<5 LOPEZ<RANGEL<<MILTON<FABIAN<<<",
+    "modelType": "GH"
+}
\ No newline at end of file
diff --git a/data/key/078.json b/data/key/078.json
new file mode 100644
index 0000000000000000000000000000000000000000..5171f4f30a491c77d05c6ee10c901e3ee5cce653
--- /dev/null
+++ b/data/key/078.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "1155250377",
+    "OCR": "2369106228593",
+    "MRZ": "IDMEX1155250377<<2369106228593 8405209M2412311MEX<02<<06800<2 BRAVO<GONZALEZ<<DIANA<IVETTE<<",
+    "modelType": "DEF"
+}
\ No newline at end of file
diff --git a/data/key/079.json b/data/key/079.json
new file mode 100644
index 0000000000000000000000000000000000000000..61b479951e9c4468381cb755bfe396e67b2f40eb
--- /dev/null
+++ b/data/key/079.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "1761437164",
+    "OCR": "2713104729506",
+    "MRZ": "IDMEX1761437164<<2713104729506 9706062H2812313MEX<01<<14278<2 HERNANDEZ<MARTINEZ<<CRISTIAN<<",
+    "modelType": "DEF"
+}
\ No newline at end of file
diff --git a/data/key/080.json b/data/key/080.json
new file mode 100644
index 0000000000000000000000000000000000000000..b0df5a085da9c91b239ed2819f036465ced53d92
--- /dev/null
+++ b/data/key/080.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "2144541706",
+    "OCR": "2868063817574",
+    "MRZ": "IDMEX2144541706<<2868063817574 7509258H2512314MEX<04<<14497<6 SALDIVAR<VELAZQUEZ<<JOSE<OSCAR",
+    "modelType": "GH"
+}
\ No newline at end of file
diff --git a/data/key/081.json b/data/key/081.json
new file mode 100644
index 0000000000000000000000000000000000000000..26da5cfcbeeb75cce4750dcd6317a2169df1636e
--- /dev/null
+++ b/data/key/081.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "2280539098",
+    "OCR": "0299058300968",
+    "MRZ": "IDMEX2280539098<<0299058300968 8211125M3212312MEX<03<<07332<3 MARTINEZ<CHAVEZ<<ALIN<<<<<<<<<",
+    "modelType": "GH"
+}
\ No newline at end of file
diff --git a/data/key/082.json b/data/key/082.json
new file mode 100644
index 0000000000000000000000000000000000000000..645447f00752bfade0be65eba738cd536f597d8d
--- /dev/null
+++ b/data/key/082.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "1576034530",
+    "OCR": "3030014603471",
+    "MRZ": "IDMEX1576034530<<3030014603471 8502256M2712310MEX<03<<03421<3 DELGADILLO<CISNER<<TAMMY<VERON",
+    "modelType": "DEF"
+}
\ No newline at end of file
diff --git a/data/key/083.json b/data/key/083.json
new file mode 100644
index 0000000000000000000000000000000000000000..6d60032c7206e56f2801d76577499c93d8fc8b6b
--- /dev/null
+++ b/data/key/083.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "1944712460",
+    "OCR": "1306083104506",
+    "MRZ": "IDMEX1944712460<<1306083104506 9104048M2912316MEX<04<<33503<1 ORTEGA<CONTRERAS<<MONSERRAT<<<",
+    "modelType": "DEF"
+}
\ No newline at end of file
diff --git a/data/key/084.json b/data/key/084.json
new file mode 100644
index 0000000000000000000000000000000000000000..c47f00082730af7b8502dbe8f16a20cdcce183bf
--- /dev/null
+++ b/data/key/084.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "1242670280",
+    "OCR": "2529099300764",
+    "MRZ": "IDMEX1242670280<<2529099300764 9612213h2412311mex<00<<49795<6 GONZALEZ<DIAZ<<JONATHAN<DANIEL",
+    "modelType": "DEF"
+}
\ No newline at end of file
diff --git a/data/key/085.json b/data/key/085.json
new file mode 100644
index 0000000000000000000000000000000000000000..2b69c650032f3186fb9a1abd19fdb2b9db3abb26
--- /dev/null
+++ b/data/key/085.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "1376522936",
+    "OCR": "0754023324768",
+    "MRZ": "IDMEX1376522936<<0754023324768 8006075M2512314MEX<04<<28239<7 CARLOS<RIVERA<<MARIA<DE<LOS<AN",
+    "modelType": "DEF"
+}
\ No newline at end of file
diff --git a/data/key/086.json b/data/key/086.json
new file mode 100644
index 0000000000000000000000000000000000000000..6ff1f9a6b2f86901c42c9fd993cdbfb92c6324f2
--- /dev/null
+++ b/data/key/086.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "1491943580",
+    "OCR": "2119059071574",
+    "MRZ": "IDMEX1491943580<<2119059071574 7910188m2612317mex<03<<21895<1 PEREZ<MARTINEZ<<EVELIA<<<<<<<<",
+    "modelType": "DEF"
+}
\ No newline at end of file
diff --git a/data/key/087.json b/data/key/087.json
new file mode 100644
index 0000000000000000000000000000000000000000..bdc648a101aa022eccd4d67a705be777c706bcc4
--- /dev/null
+++ b/data/key/087.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "2286765910",
+    "OCR": "2911071396394",
+    "MRZ": "IDMEX2286765910<<2911071396394 8702126M3212312MEX<02<<07828<0 ANGULO<MORAN<<CINDY<YESSENIA<<",
+    "modelType": "GH"
+}
\ No newline at end of file
diff --git a/data/key/088.json b/data/key/088.json
new file mode 100644
index 0000000000000000000000000000000000000000..c7159ba70df69513fb317948b85e6aec89265857
--- /dev/null
+++ b/data/key/088.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "1151993401",
+    "OCR": "2260005039963",
+    "MRZ": "IDMEX1151993401<<2260005039963 7007204H2412311MEX<05<<16064<7 CARRILLO<LOPEZ<<MIGUEL<<<<<<<<",
+    "modelType": "DEF"
+}
\ No newline at end of file
diff --git a/data/key/089.json b/data/key/089.json
new file mode 100644
index 0000000000000000000000000000000000000000..73c4c9dcb41f5e460145bcff03678bc67b8af481
--- /dev/null
+++ b/data/key/089.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "1370031003",
+    "OCR": "1052104354174",
+    "MRZ": "IDMEX1370031003<<1052104354174 9710094H2512314MEX<00<<10280<2 ROJAS<CAUDILLO<<JUAN<<JOSE<<<<<",
+    "modelType": "DEF"
+}
\ No newline at end of file
diff --git a/data/key/090.json b/data/key/090.json
new file mode 100644
index 0000000000000000000000000000000000000000..025672852bf4282ba873597f82258b6b13895735
--- /dev/null
+++ b/data/key/090.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "1871927335",
+    "OCR": "1482077631447",
+    "MRZ": "IDMEX1871927335<<1482077631447 8710271H2912316MEX<01<<12158<2 LOPEZ<LOPEZ<<RAMON<GERARDO<<<<",
+    "modelType": "DEF"
+}
\ No newline at end of file
diff --git a/data/key/091.json b/data/key/091.json
new file mode 100644
index 0000000000000000000000000000000000000000..35f182fc724ab5f6ca56c3069e824de7dc12e6cc
--- /dev/null
+++ b/data/key/091.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "2176926753",
+    "OCR": "0475071976282",
+    "MRZ": "IDMEX2176926753<<0475071976282 8509277H3112319MEX<07<<18226<6 PEGUEROS<RODRIGUEZ<<RICARDO<<<",
+    "modelType": "GH"
+}
\ No newline at end of file
diff --git a/data/key/092.json b/data/key/092.json
new file mode 100644
index 0000000000000000000000000000000000000000..6fb68bb339188c4a77a5464917b51082a9e912c4
--- /dev/null
+++ b/data/key/092.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "2359427484",
+    "OCR": "1427106758748",
+    "MRZ": "IDMEX2359427484<<1427106758748 9806250H3212312MEX<01<<38913<7 BRISENO<AVILES<<CESAR<EDUARDO<",
+    "modelType": "GH"
+}
\ No newline at end of file
diff --git a/data/key/093.json b/data/key/093.json
new file mode 100644
index 0000000000000000000000000000000000000000..22458c1779197a27e4a027ee32d269eb1584ba43
--- /dev/null
+++ b/data/key/093.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "2269235357",
+    "OCR": "2557079778897",
+    "MRZ": "IDMEX2269235357<<2557079778897 9001055M3212312MEX<02<<05693<8 PEREZ<MUNOZ<<MONICA<GORETY<<<<",
+    "modelType": "GH"
+}
\ No newline at end of file
diff --git a/data/key/094.json b/data/key/094.json
new file mode 100644
index 0000000000000000000000000000000000000000..d28edddf1fa50d52aee9e9b71491957635340be0
--- /dev/null
+++ b/data/key/094.json
@@ -0,0 +1,6 @@
+{
+    "CIC": "2282642961",
+    "OCR": "3130100304272",
+    "MRZ": "IDMEX2282642961<<3130100304272 9703164H3212312MEX<01<<12481<1 MUNIZ<CABRERA<<DAVID<MIGUEL<AN",
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+}
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+++ b/ine-donut/validation/003.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:585138490b96105e95190e77bd984f0fe78f0a06edd8f77f6750e923094c154d
+size 284711
diff --git a/ine-donut/validation/004.jpg b/ine-donut/validation/004.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..13f2e2c4216fbdacf9eda3f6118479aafe236891
--- /dev/null
+++ b/ine-donut/validation/004.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:34874c55e99edd6676719743ffdb528107b963dd560decba4dc0c2d8969fd5b4
+size 113555
diff --git a/ine-donut/validation/005.jpg b/ine-donut/validation/005.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..eb3da389b438eca8b971db33d370da1fa6fba8c5
--- /dev/null
+++ b/ine-donut/validation/005.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0651fe78632ee0630745e756f7ef861dfd341c6b636efaf39c6192923b128369
+size 187772
diff --git a/ine-donut/validation/006.jpg b/ine-donut/validation/006.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9b8e7bfb380a02e3ae7a89af2ea637a0f3676dff
--- /dev/null
+++ b/ine-donut/validation/006.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5ac6d1f7c5e449fb44c6fc26ae9a692339527ef1f9269bcc34e7becae92876c
+size 96885
diff --git a/ine-donut/validation/007.jpg b/ine-donut/validation/007.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4d596c9073c1ea96396813a2d71911ed031ecc5f
--- /dev/null
+++ b/ine-donut/validation/007.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1187a14608c75fdc38464b401c1030f985c7e479de89322add5d5fed498f22dd
+size 188854
diff --git a/ine-donut/validation/008.jpg b/ine-donut/validation/008.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4bfe01d7f5acd0bfe5f0296d049af98874ccdc34
--- /dev/null
+++ b/ine-donut/validation/008.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e99eced855695a6cbd595a11505c8376a073c06e28a79817bfb437dd060b493b
+size 287536
diff --git a/ine-donut/validation/009.jpg b/ine-donut/validation/009.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..22c8e3c27ea11c43eb4652d7f5af64bd52b69267
--- /dev/null
+++ b/ine-donut/validation/009.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ff6338fe25924bc3805b8e68da6f8deb561e19f7d7dd6897b400318371bf3a2
+size 119751
diff --git a/ine-donut/validation/metadata.jsonl b/ine-donut/validation/metadata.jsonl
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..df214991f624d96aa0c8fa44bdec9996dc26f4bd 100644
--- a/ine-donut/validation/metadata.jsonl
+++ b/ine-donut/validation/metadata.jsonl
@@ -0,0 +1,10 @@
+{"file_name": "000.jpg", "ground_truth": "{\"gt_parse\": {\"CIC\": \"1791999988\", \"OCR\": \"5346012761337\", \"MRZ\": \"IDMEX1791999988<<5346012761337 7608036H281231MEX<03<<23046<6 ZARATE<AVILA<<EDUARDO<<<<<<<<<\", \"modelType\": \"DEF\"}}"}
+{"file_name": "001.jpg", "ground_truth": "{\"gt_parse\": {\"CIC\": \"2148826393\", \"OCR\": \"5289127845846\", \"MRZ\": \"IDMEX2148826393<<5289127845846 02102263H3112319MEX<00<<13774<7 FERRARA<ANGELES<<PABLO<ANTONIO\", \"modelType\": \"GH\"}}"}
+{"file_name": "002.jpg", "ground_truth": "{\"gt_parse\": {\"CIC\": \"1769695881\", \"OCR\": \"5245091943692\", \"MRZ\": \"IDMEX1769695881<<5245091943692 9310232H2812313MEX<02<<25228<6 VIEYRA<SANDOVAL<<AMADOR<<<<<<<\", \"modelType\": \"DEF\"}}"}
+{"file_name": "003.jpg", "ground_truth": "{\"gt_parse\": {\"CIC\": \"\", \"OCR\": \"0731132225517\", \"MRZ\": \"\", \"modelType\": \"C\"}}"}
+{"file_name": "004.jpg", "ground_truth": "{\"gt_parse\": {\"CIC\": \"1808262025\", \"OCR\": \"2476122414284\", \"MRZ\": \"IDMEX1808262025<<2476122414284 0011020H2812313MEX<00<<23754<8 MATA<RODRIGUEZ<<JUAN<ALDAIR<<<\", \"modelType\": \"DEF\"}}"}
+{"file_name": "005.jpg", "ground_truth": "{\"gt_parse\": {\"CIC\": \"2242933157\", \"OCR\": \"1024007995375\", \"MRZ\": \"IDMEX2242933157<<1024007995375 7405040H3112319MEX<04<<34126<2 MONSIVAIS<ARRATIA<<GONZALO<<<<\", \"modelType\": \"GH\"}}"}
+{"file_name": "006.jpg", "ground_truth": "{\"gt_parse\": {\"CIC\": \"1482561076\", \"OCR\": \"2041074796539\", \"MRZ\": \"IDMEX1482561076<<2041074796539 8806264M2612317MEX<02<<02<<17634<8 VENTURA<VALENCIAN<<PAOLA<JAZMI\", \"modelType\": \"DEF\"}}"}
+{"file_name": "007.jpg", "ground_truth": "{\"gt_parse\": {\"CIC\": \"1363011355\", \"OCR\": \"0469041427840\", \"MRZ\": \"IDMEX1363011355<<0469041427840 8202132H2512314MEX<01<<15958<8 RIVERA<GUTIERREZ<<JESUS<RICARD\", \"modelType\": \"DEF\"}}"}
+{"file_name": "008.jpg", "ground_truth": "{\"gt_parse\": {\"CIC\": \"1887923640\", \"OCR\": \"1154052306427\", \"MRZ\": \"IDMEX1887923640<<1154052306427 7809257M2912316MEX<05<<09295<8 DIAZ<OROZCO<<ELBA<ROCIO<<<<<<<\", \"modelType\": \"DEF\"}}"}
+{"file_name": "009.jpg", "ground_truth": "{\"gt_parse\": {\"CIC\": \"2028982816\", \"OCR\": \"0781036377304\", \"MRZ\": \"IDMEX2028982816<<0781036377304 8209094M3012316MEX<04<<02377<0 CARRIZALES<FONSECA<<MARCELA<<<\", \"modelType\": \"GH\"}}"}
\ No newline at end of file
diff --git a/tranform.py b/tranform.py
index b0ba69e16c9dec3a35d9803ebab64074827651d3..6644b93dcb3880a10b2eb6a6b99f3ff6a5f52465 100644
--- a/tranform.py
+++ b/tranform.py
@@ -5,7 +5,7 @@ from tqdm.notebook import tqdm
 lines = []
 images = []
 i = 1
-for ann in tqdm(os.listdir("./data/key")[0:31]):
+for ann in tqdm(os.listdir("./data/key")[0:100]):
     i += 1
     if ann != ".ipynb_checkpoints":
         with open("./data/key/" + ann) as f: