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new file mode 100644
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--- /dev/null
+++ b/cP-donut/validation/008.jpg
@@ -0,0 +1,3 @@
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new file mode 100644
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new file mode 100644
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--- /dev/null
+++ b/cP-donut/validation/011.jpg
@@ -0,0 +1,3 @@
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new file mode 100644
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--- /dev/null
+++ b/cP-donut/validation/012.jpg
@@ -0,0 +1,3 @@
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new file mode 100644
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--- /dev/null
+++ b/cP-donut/validation/013.jpg
@@ -0,0 +1,3 @@
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new file mode 100644
index 0000000000000000000000000000000000000000..fb8804badfd21ef6d189cd22086f215be9233a9c
--- /dev/null
+++ b/cP-donut/validation/014.jpg
@@ -0,0 +1,3 @@
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diff --git a/cP-donut/validation/metadata.jsonl b/cP-donut/validation/metadata.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..99bf61da0be335d4354f4819342f4f7faf443179
--- /dev/null
+++ b/cP-donut/validation/metadata.jsonl
@@ -0,0 +1,15 @@
+{"file_name": "000.jpg", "ground_truth": "{\"gt_parse\": {\"professionalId\": \"0496176\", \"name\": \"\", \"firstSurname\": \"\", \"secondSurname\": \"\", \"professionName\": \"\", \"curp\": \"\", \"mrz\": \"IDMEX0104961768<<CACS941020MTS 9410202M<<<<<<<<<<<<1143897<<6 CAVAZOS<CERECEDO<<SUGUEIRI<AGUA\", \"type\": \"SEP\"}}"}
+{"file_name": "001.jpg", "ground_truth": "{\"gt_parse\": {\"professionalId\": \"9664469\", \"name\": \"\", \"firstSurname\": \"\", \"secondSurname\": \"\", \"professionName\": \"\", \"curp\": \"\", \"mrz\": \"IDMEX0096644698<<CAGD840308HDF 8403087H<<<<<<<<<<<<0281913<<9 CARRILLO<GOMEZ<<DIEGO<ARTURO<<\", \"type\": \"SEP\"}}"}
+{"file_name": "002.jpg", "ground_truth": "{\"gt_parse\": {\"professionalId\": \"98590999\", \"name\": \"\", \"firstSurname\": \"\", \"secondSurname\": \"\", \"professionName\": \"\", \"curp\": \"\", \"mrz\": \"IDMEX0098590995<<HIEB920119HDF 9201198H<<<<<<<<<<<<0598026<<7 HINOJOSA<ESTRADA<<BRUNO<<<<<<<\", \"type\": \"SEP\"}}"}
+{"file_name": "003.jpg", "ground_truth": "{\"gt_parse\": {\"professionalId\": \"0831542\", \"name\": \"\", \"firstSurname\": \"\", \"secondSurname\": \"\", \"professionName\": \"\", \"curp\": \"\", \"mrz\": \"IDMEX0108315428<<RXBE910930HTS 9109308H<<<<<<<<<<<<1561702<<5 ROJAS<BRUNO<<EDGAR<ALEJANDRO<<\", \"type\": \"SEP\"}}"}
+{"file_name": "004.jpg", "ground_truth": "{\"gt_parse\": {\"professionalId\": \"10900935\", \"name\": \"\", \"firstSurname\": \"\", \"secondSurname\": \"\", \"professionName\": \"\", \"curp\": \"\", \"mrz\": \"IDMEX0109009353<<AURF920515HDF 9205152H<<<<<<<<<<<<1594859<<4 AGUILAR<REYNOSO<<FRANCISCO<JAV\", \"type\": \"SEP\"}}"}
+{"file_name": "005.jpg", "ground_truth": "{\"gt_parse\": {\"professionalId\": \"10054925\", \"name\": \"\", \"firstSurname\": \"\", \"secondSurname\": \"\", \"professionName\": \"\", \"curp\": \"\", \"mrz\": \"IDMEX0100549256<<ROSM890629MTS 8906290M<<<<<<<<<<<<0761390<<6 RODRIGUEZ<SAENZ<<MIRIAM<LETICI\", \"type\": \"SEP\"}}"}
+{"file_name": "006.jpg", "ground_truth": "{\"gt_parse\": {\"professionalId\": \"10578852\", \"name\": \"\", \"firstSurname\": \"\", \"secondSurname\": \"\", \"professionName\": \"\", \"curp\": \"\", \"mrz\": \"IDMEX0105788520<<LACV930129HTC 9301294H<<<<<<<<<<<<1167705<<9 LARA<CACERES<<VICTOR<JACINTO<<\", \"type\": \"SEP\"}}"}
+{"file_name": "007.jpg", "ground_truth": "{\"gt_parse\": {\"professionalId\": \"9650366\", \"name\": \"\", \"firstSurname\": \"\", \"secondSurname\": \"\", \"professionName\": \"\", \"curp\": \"\", \"mrz\": \"IDMEX0096503661<<MOGD890626HDF 8906267H<<<<<<<<<<<<0268319<<6 MONDRAGON<GOMEZ<<DAVID<RAFAEL<\", \"type\": \"SEP\"}}"}
+{"file_name": "008.jpg", "ground_truth": "{\"gt_parse\": {\"professionalId\": \"9478379\", \"name\": \"\", \"firstSurname\": \"\", \"secondSurname\": \"\", \"professionName\": \"\", \"curp\": \"\", \"mrz\": \"IDMEX0094783797<<VIDJ930118MHG 9301180M<<<<<<<<<<<<02452432<<VILLEGAS<DIAZ<<JUDITH<<<<<<<<<\", \"type\": \"SEP\"}}"}
+{"file_name": "009.jpg", "ground_truth": "{\"gt_parse\": {\"professionalId\": \"12408052\", \"name\": \"\", \"firstSurname\": \"\", \"secondSurname\": \"\", \"professionName\": \"\", \"curp\": \"\", \"mrz\": \"IDMEX00278241201503324HDFBRDA7 0708247H1808133MEX<<<BMVB08052 BARROSO<MARTINEZ<VANIA<VBMMB\", \"type\": \"SEP\"}}"}
+{"file_name": "010.jpg", "ground_truth": "{\"gt_parse\": {\"professionalId\": \"1388507\", \"name\": \"\", \"firstSurname\": \"\", \"secondSurname\": \"\", \"professionName\": \"\", \"curp\": \"\", \"mrz\": \"IDMEX00278241201503324HDFBRDA 9605108H081014MEX<<<RASB960510 RAMOS<SANCHEZ<BLANCA<ESMERALDA\", \"type\": \"SEP\"}}"}
+{"file_name": "011.jpg", "ground_truth": "{\"gt_parse\": {\"professionalId\": \"\", \"name\": \"\", \"firstSurname\": \"\", \"secondSurname\": \"\", \"professionName\": \"\", \"curp\": \"\", \"mrz\": \"IDMEX0103381846<<MAEJ920902HMS 9209024H<<<<<<<<<<<<1024534<<7 MARTINEZ<ESPIN<<JUAN<<<<<<<<<<\", \"type\": \"SEP\"}}"}
+{"file_name": "012.jpg", "ground_truth": "{\"gt_parse\": {\"professionalId\": \"\", \"name\": \"\", \"firstSurname\": \"\", \"secondSurname\": \"\", \"professionName\": \"\", \"curp\": \"\", \"mrz\": \"IDMEX00278241201503324HDFBRDA7 0708247H1808133MEX<<<ROGE07083 < << <\", \"type\": \"SEP\"}}"}
+{"file_name": "013.jpg", "ground_truth": "{\"gt_parse\": {\"professionalId\": \"9435555\", \"name\": \"\", \"firstSurname\": \"\", \"secondSurname\": \"\", \"professionName\": \"\", \"curp\": \"\", \"mrz\": \"IDMEX0094355556<<JABS960515MMS 9605154M<<<<<<<<<<<<01751460<< JASSO<BLANCAS<<SHELSEA<XIMENA<\", \"type\": \"SEP\"}}"}
+{"file_name": "014.jpg", "ground_truth": "{\"gt_parse\": {\"professionalId\": \"8494408\", \"name\": \"ROSA ADRIANA\", \"firstSurname\": \"MUÑOZ\", \"secondSurname\": \"PEREZ\", \"professionName\": \"LICENCIATURA EN CIENCIAS DE LA COMUNICACION\", \"curp\": \"MUPR900530MBCXRS06\", \"mrz\": \"\", \"type\": \"CEDULA\"}}"}
\ No newline at end of file
diff --git a/cedulaP-donut/train/metadata.jsonl b/cedulaP-donut/train/metadata.jsonl
deleted file mode 100644
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..0000000000000000000000000000000000000000
diff --git a/cedulaP-donut/train/metadata.jsonll b/cedulaP-donut/train/metadata.jsonll
deleted file mode 100644
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..0000000000000000000000000000000000000000
diff --git a/cedulaP-donut/validation/metadata.jsonl b/cedulaP-donut/validation/metadata.jsonl
deleted file mode 100644
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..0000000000000000000000000000000000000000
diff --git a/crear.py b/crear.py
index ac16256c001a9bdf729623b08869d1698ea4ba8d..1d7ac83ef8a03bbb85f3436e4e455b437b9a2e52 100644
--- a/crear.py
+++ b/crear.py
@@ -8,9 +8,14 @@ folder_path = "./data/key"
 if not os.path.exists(folder_path):
     os.makedirs(folder_path)
 
-for i in range(0, 10):
+for i in range(15, 22):
     data = {
         "professionalId":"",
+        "name": "",
+        "firstSurname": "",
+        "secondSurname": "",
+        "professionName": "",
+        "curp": "",
         "mrz": "",
         "type": "SEP",
     }
diff --git a/data/img/009.jpg b/data/img/009.jpg
new file mode 100644
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--- /dev/null
+++ b/data/img/009.jpg
@@ -0,0 +1,3 @@
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+oid sha256:3a33dedc550ca67c168c295a71e2f884d909f26bfa43c1bb4359eddf77949189
+size 684824
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new file mode 100644
index 0000000000000000000000000000000000000000..729fc33227c9876f5452a4347dd48406695a695f
--- /dev/null
+++ b/data/img/010.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8834d41e1780ad7a1171cbd6e78c6b1e12eb48c6a71238162c18ffa5ceb22389
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--- /dev/null
+++ b/data/img/011.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:82cb6083755614d41ee5cd2aaa1c18880cf56028018a6aa9dce4a04bdd36f1bb
+size 288755
diff --git a/data/img/012.jpg b/data/img/012.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..61d4110578945e7c6952c52bdf41ba870bc18361
--- /dev/null
+++ b/data/img/012.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:37f798942def8bb1b76e92d000a2120de1cad071f6c88da21a2e6c6680378dbb
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diff --git a/data/img/013.jpg b/data/img/013.jpg
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--- /dev/null
+++ b/data/img/013.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8c91125ee15e175852dcbed302102cd84f3d31af5ece0d6fb862c3ddea596976
+size 473218
diff --git a/data/img/014.jpg b/data/img/014.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..fb8804badfd21ef6d189cd22086f215be9233a9c
--- /dev/null
+++ b/data/img/014.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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+size 489498
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new file mode 100644
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--- /dev/null
+++ b/data/img/015.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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+size 383070
diff --git a/data/img/016.jpg b/data/img/016.jpg
new file mode 100644
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--- /dev/null
+++ b/data/img/016.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:684af51516576f871ea6d836f8a9835da049d0eaa12b318f08a92ece6415bb7d
+size 453116
diff --git a/data/img/017.jpg b/data/img/017.jpg
new file mode 100644
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--- /dev/null
+++ b/data/img/017.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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+size 427120
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new file mode 100644
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--- /dev/null
+++ b/data/img/018.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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+size 559971
diff --git a/data/img/019.jpg b/data/img/019.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..567591b00fb4c077a65fc6fa02544a45dd449351
--- /dev/null
+++ b/data/img/019.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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+size 368454
diff --git a/data/img/020.jpg b/data/img/020.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..72b032020b8d4f4d66998120e77f3c00484a2284
--- /dev/null
+++ b/data/img/020.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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+size 330803
diff --git a/data/img/021.jpg b/data/img/021.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5a5090382c319ab88f2cdea37b33f863fa39f710
--- /dev/null
+++ b/data/img/021.jpg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5abd3170ed5b8e37ccdb7f1a3d5db841d61f09ea080d5141818159326dc1f4c0
+size 181282
diff --git a/data/key/000.json b/data/key/000.json
index 3108bd68efd26485b01056d9ddaa318e7d7a153f..b5973d4f2fca979f057dbb6e8a5546af5fbee537 100644
--- a/data/key/000.json
+++ b/data/key/000.json
@@ -1,5 +1,10 @@
 {
     "professionalId": "0496176",
+    "name": "",
+    "firstSurname": "",
+    "secondSurname": "",
+    "professionName": "",
+    "curp": "",
     "mrz": "IDMEX0104961768<<CACS941020MTS 9410202M<<<<<<<<<<<<1143897<<6 CAVAZOS<CERECEDO<<SUGUEIRI<AGUA",
     "type": "SEP"
 }
\ No newline at end of file
diff --git a/data/key/001.json b/data/key/001.json
index 0c21429faf2f2e061a359b99ec979a1c11fdd59a..8880f99077c621991b409348e9861e97dc3547ad 100644
--- a/data/key/001.json
+++ b/data/key/001.json
@@ -1,5 +1,10 @@
 {
     "professionalId": "9664469",
+    "name": "",
+    "firstSurname": "",
+    "secondSurname": "",
+    "professionName": "",
+    "curp": "",
     "mrz": "IDMEX0096644698<<CAGD840308HDF 8403087H<<<<<<<<<<<<0281913<<9 CARRILLO<GOMEZ<<DIEGO<ARTURO<<",
     "type": "SEP"
 }
\ No newline at end of file
diff --git a/data/key/002.json b/data/key/002.json
index 6e6992a635c2d03db5461efd9412a91837b1feec..78ee93a981f0eee656daa69598d5911d7a927174 100644
--- a/data/key/002.json
+++ b/data/key/002.json
@@ -1,5 +1,10 @@
 {
     "professionalId": "98590999",
+    "name": "",
+    "firstSurname": "",
+    "secondSurname": "",
+    "professionName": "",
+    "curp": "",
     "mrz": "IDMEX0098590995<<HIEB920119HDF 9201198H<<<<<<<<<<<<0598026<<7 HINOJOSA<ESTRADA<<BRUNO<<<<<<<",
     "type": "SEP"
 }
\ No newline at end of file
diff --git a/data/key/003.json b/data/key/003.json
index aedb70a53d150aad161f543159001c885d5375b9..f01c30d6005ff6d9e6061ea67f6e9f0ad421a65d 100644
--- a/data/key/003.json
+++ b/data/key/003.json
@@ -1,5 +1,10 @@
 {
     "professionalId": "0831542",
+    "name": "",
+    "firstSurname": "",
+    "secondSurname": "",
+    "professionName": "",
+    "curp": "",
     "mrz": "IDMEX0108315428<<RXBE910930HTS 9109308H<<<<<<<<<<<<1561702<<5 ROJAS<BRUNO<<EDGAR<ALEJANDRO<<",
     "type": "SEP"
 }
\ No newline at end of file
diff --git a/data/key/004.json b/data/key/004.json
index e5359ee39aa5d26df2c80ac897fb3e385a6f0192..f8a00eb872b97f8cb6df67934999bc1363b39299 100644
--- a/data/key/004.json
+++ b/data/key/004.json
@@ -1,5 +1,10 @@
 {
     "professionalId": "10900935",
+    "name": "",
+    "firstSurname": "",
+    "secondSurname": "",
+    "professionName": "",
+    "curp": "",
     "mrz": "IDMEX0109009353<<AURF920515HDF 9205152H<<<<<<<<<<<<1594859<<4 AGUILAR<REYNOSO<<FRANCISCO<JAV",
     "type": "SEP"
 }
\ No newline at end of file
diff --git a/data/key/005.json b/data/key/005.json
index 39d989bcb2f306ca7d60f92d1406f8dfe38f54b3..1367f3727185b0b82fe93f81fdddefb87a2a23cc 100644
--- a/data/key/005.json
+++ b/data/key/005.json
@@ -1,5 +1,10 @@
 {
     "professionalId": "10054925",
+    "name": "",
+    "firstSurname": "",
+    "secondSurname": "",
+    "professionName": "",
+    "curp": "",
     "mrz": "IDMEX0100549256<<ROSM890629MTS 8906290M<<<<<<<<<<<<0761390<<6 RODRIGUEZ<SAENZ<<MIRIAM<LETICI",
     "type": "SEP"
 }
\ No newline at end of file
diff --git a/data/key/006.json b/data/key/006.json
index ad365fd00881a38f0d9ea2db591c090b3a28992e..8d5fa632eb7b2294cc9a9538e4ec1e1efe678271 100644
--- a/data/key/006.json
+++ b/data/key/006.json
@@ -1,5 +1,10 @@
 {
     "professionalId": "10578852",
+    "name": "",
+    "firstSurname": "",
+    "secondSurname": "",
+    "professionName": "",
+    "curp": "",
     "mrz": "IDMEX0105788520<<LACV930129HTC 9301294H<<<<<<<<<<<<1167705<<9 LARA<CACERES<<VICTOR<JACINTO<<",
     "type": "SEP"
 }
\ No newline at end of file
diff --git a/data/key/007.json b/data/key/007.json
index 5f144063fe4bf4d3695209abdbcc283a3af14537..13578b7009ed40881ee454c1d442f20a66645053 100644
--- a/data/key/007.json
+++ b/data/key/007.json
@@ -1,5 +1,10 @@
 {
     "professionalId": "9650366",
+    "name": "",
+    "firstSurname": "",
+    "secondSurname": "",
+    "professionName": "",
+    "curp": "",
     "mrz": "IDMEX0096503661<<MOGD890626HDF 8906267H<<<<<<<<<<<<0268319<<6 MONDRAGON<GOMEZ<<DAVID<RAFAEL<",
     "type": "SEP"
 }
\ No newline at end of file
diff --git a/data/key/008.json b/data/key/008.json
index 089b49645a417b108511f66f37e6b92fa058b0a1..dfa0218cc02ad00a99b5f812bb9177fbf973bdb0 100644
--- a/data/key/008.json
+++ b/data/key/008.json
@@ -1,5 +1,10 @@
 {
     "professionalId": "9478379",
+    "name": "",
+    "firstSurname": "",
+    "secondSurname": "",
+    "professionName": "",
+    "curp": "",
     "mrz": "IDMEX0094783797<<VIDJ930118MHG 9301180M<<<<<<<<<<<<02452432<<VILLEGAS<DIAZ<<JUDITH<<<<<<<<<",
     "type": "SEP"
 }
\ No newline at end of file
diff --git a/data/key/009.json b/data/key/009.json
index 7c795cb822585882833d7624795f11103ddfe332..8aba264a6275d61bd4f0eebcebf591ef3d8952c7 100644
--- a/data/key/009.json
+++ b/data/key/009.json
@@ -1,5 +1,10 @@
 {
-    "professionalId": "",
-    "mrz": "",
+    "professionalId": "12408052",
+    "name": "",
+    "firstSurname": "",
+    "secondSurname": "",
+    "professionName": "",
+    "curp": "",
+    "mrz": "IDMEX00278241201503324HDFBRDA7 0708247H1808133MEX<<<BMVB08052 BARROSO<MARTINEZ<VANIA<VBMMB",
     "type": "SEP"
 }
\ No newline at end of file
diff --git a/data/key/010.json b/data/key/010.json
new file mode 100644
index 0000000000000000000000000000000000000000..742ceffaf1e13eb58ab49e62d33cf638462b641e
--- /dev/null
+++ b/data/key/010.json
@@ -0,0 +1,10 @@
+{
+    "professionalId": "1388507",
+    "name": "",
+    "firstSurname": "",
+    "secondSurname": "",
+    "professionName": "",
+    "curp": "",
+    "mrz": "IDMEX00278241201503324HDFBRDA 9605108H081014MEX<<<RASB960510 RAMOS<SANCHEZ<BLANCA<ESMERALDA",
+    "type": "SEP"
+}
\ No newline at end of file
diff --git a/data/key/011.json b/data/key/011.json
new file mode 100644
index 0000000000000000000000000000000000000000..7805b48f250fe32db521c3d566f579a9b5c12666
--- /dev/null
+++ b/data/key/011.json
@@ -0,0 +1,10 @@
+{
+    "professionalId": "",
+    "name": "",
+    "firstSurname": "",
+    "secondSurname": "",
+    "professionName": "",
+    "curp": "",
+    "mrz": "IDMEX0103381846<<MAEJ920902HMS 9209024H<<<<<<<<<<<<1024534<<7 MARTINEZ<ESPIN<<JUAN<<<<<<<<<<",
+    "type": "SEP"
+}
\ No newline at end of file
diff --git a/data/key/012.json b/data/key/012.json
new file mode 100644
index 0000000000000000000000000000000000000000..4b5265b6a26ef05291522ef05453869bb2f5f34c
--- /dev/null
+++ b/data/key/012.json
@@ -0,0 +1,10 @@
+{
+    "professionalId": "",
+    "name": "",
+    "firstSurname": "",
+    "secondSurname": "",
+    "professionName": "",
+    "curp": "",
+    "mrz": "IDMEX00278241201503324HDFBRDA7 0708247H1808133MEX<<<ROGE07083 < << <",
+    "type": "SEP"
+}
\ No newline at end of file
diff --git a/data/key/013.json b/data/key/013.json
new file mode 100644
index 0000000000000000000000000000000000000000..55fe116ff30eabc0e232cecd62d4ae0ab99b0ea6
--- /dev/null
+++ b/data/key/013.json
@@ -0,0 +1,10 @@
+{
+    "professionalId": "9435555",
+    "name": "",
+    "firstSurname": "",
+    "secondSurname": "",
+    "professionName": "",
+    "curp": "",
+    "mrz": "IDMEX0094355556<<JABS960515MMS 9605154M<<<<<<<<<<<<01751460<< JASSO<BLANCAS<<SHELSEA<XIMENA<",
+    "type": "SEP"
+}
\ No newline at end of file
diff --git a/data/key/014.json b/data/key/014.json
new file mode 100644
index 0000000000000000000000000000000000000000..19528af40417915beecc1bd24e29d2f99934ac77
--- /dev/null
+++ b/data/key/014.json
@@ -0,0 +1,10 @@
+{
+    "professionalId": "8494408",
+    "name": "ROSA ADRIANA",
+    "firstSurname": "MUÑOZ",
+    "secondSurname": "PEREZ",
+    "professionName": "LICENCIATURA EN CIENCIAS DE LA COMUNICACION",
+    "curp": "MUPR900530MBCXRS06",
+    "mrz": "",
+    "type": "CEDULA"
+}
\ No newline at end of file
diff --git a/data/key/015.json b/data/key/015.json
new file mode 100644
index 0000000000000000000000000000000000000000..55bf3a5821a8ea7cfaa0dc20cf51c4b674f8bca2
--- /dev/null
+++ b/data/key/015.json
@@ -0,0 +1,10 @@
+{
+    "professionalId": "3203502",
+    "name": "JESUS ALBERTO",
+    "firstSurname": "AGUILAR",
+    "secondSurname": "DOMINGUEZ",
+    "professionName": "LICENCIATURA EN INGENIERIA CIVIL",
+    "curp": "AUDJ750704HDFGMS02",
+    "mrz": "",
+    "type": "CEDULA"
+}
\ No newline at end of file
diff --git a/data/key/016.json b/data/key/016.json
new file mode 100644
index 0000000000000000000000000000000000000000..7de050ab379c7d7df89d1b2f60a830d9b5c47de9
--- /dev/null
+++ b/data/key/016.json
@@ -0,0 +1,10 @@
+{
+    "professionalId": "7346147",
+    "name": "JONATHAN",
+    "firstSurname": "MONTOYA",
+    "secondSurname": "ORTIZ",
+    "professionName": "LICENCIATURA EN DERECHO",
+    "curp": "MOOJ790608HHGNRN04",
+    "mrz": "",
+    "type": "CEDULA"
+}
\ No newline at end of file
diff --git a/data/key/017.json b/data/key/017.json
new file mode 100644
index 0000000000000000000000000000000000000000..227d5f1a30f578b11c0005a0628f367e687a4322
--- /dev/null
+++ b/data/key/017.json
@@ -0,0 +1,10 @@
+{
+    "professionalId": "09064254",
+    "name": "MAURICIO",
+    "firstSurname": "GODINEZ",
+    "secondSurname": "ARELLANO",
+    "professionName": "LICENCIATURA COMO CIRUJANO DENTISTA",
+    "curp": "GOAM870718HMNDRR06",
+    "mrz": "",
+    "type": "CEDULA"
+}
\ No newline at end of file
diff --git a/data/key/018.json b/data/key/018.json
new file mode 100644
index 0000000000000000000000000000000000000000..d72a048ca2151891d0c19f0469a10d897eeb11a4
--- /dev/null
+++ b/data/key/018.json
@@ -0,0 +1,10 @@
+{
+    "professionalId": "3545274",
+    "name": "PATRICIA",
+    "firstSurname": "RAMIREZ",
+    "secondSurname": "RAMIREZ",
+    "professionName": "LICENCIATURA EN PSICOLOGIA",
+    "curp": "RARP770129MGTMMT01",
+    "mrz": "",
+    "type": "CEDULA"
+}
\ No newline at end of file
diff --git a/data/key/019.json b/data/key/019.json
new file mode 100644
index 0000000000000000000000000000000000000000..03ab2bcf980053db97f4711ed41870accd182381
--- /dev/null
+++ b/data/key/019.json
@@ -0,0 +1,10 @@
+{
+    "professionalId": "3101459",
+    "name": "MOISES",
+    "firstSurname": "AGUILAR",
+    "secondSurname": "LEYVA",
+    "professionName": "LICENCIATURA EN CONTADURIA PUBLICA",
+    "curp": "AULM661019HMCGYS03",
+    "mrz": "",
+    "type": "CEDULA"
+}
\ No newline at end of file
diff --git a/data/key/020.json b/data/key/020.json
new file mode 100644
index 0000000000000000000000000000000000000000..823a04d8a8edff6300324ba2ca1d7d1b4fc25bf6
--- /dev/null
+++ b/data/key/020.json
@@ -0,0 +1,10 @@
+{
+    "professionalId": "7727501",
+    "name": "JESUS MANUEL",
+    "firstSurname": "BARRUETA",
+    "secondSurname": "RODRIGUEZ",
+    "professionName": "LICENCIATURA EN QUIMICO FARMACEUTICO BIOLOGICO",
+    "curp": "BARJ890929HTCROS03",
+    "mrz": "",
+    "type": "CEDULA"
+}
\ No newline at end of file
diff --git a/data/key/021.json b/data/key/021.json
new file mode 100644
index 0000000000000000000000000000000000000000..6655f405a9175a98ec32d3fd28aecdfcdee5bbcb
--- /dev/null
+++ b/data/key/021.json
@@ -0,0 +1,10 @@
+{
+    "professionalId": "8835363",
+    "name": "FREDY",
+    "firstSurname": "GUTIERREZ",
+    "secondSurname": "ALMEDA",
+    "professionName": "",
+    "curp": "GUAF89053THMCTLR07",
+    "mrz": "",
+    "type": "CEDULA"
+}
\ No newline at end of file
diff --git a/tranform.py b/tranform.py
index a81ac143d28109c1bcbbd2bccc3fa59a6747567a..01966783ba7286043c00ef8db92de8546ea76840 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")[150:185]):
+for ann in tqdm(os.listdir("./data/key")[0:22]):
     i += 1
     if ann != ".ipynb_checkpoints":
         with open("./data/key/" + ann) as f:
@@ -13,8 +13,8 @@ for ann in tqdm(os.listdir("./data/key")[150:185]):
         images.append(ann[:-4] + "jpg")
         line = {"gt_parse": data}
         lines.append(line)
-        with open("cedulaP-donut/train/metadata.jsonll", 'w') as f:
+        with open("cP-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], "./cedulaP-donut/train/" + images[i])
+        shutil.copyfile("./data/img/" + images[i], "./cP-donut/train/" + images[i])