Upload 5 files

config.json

@@ -15,11 +15,11 @@
   "performance_metrics": {
     "detection_rate": 1.0,
     "text_extraction_rate": 1.0,
-    "average_processing_time_seconds": 0.16051722367604573,
-    "frames_per_second": 6.229861052283026,
-    "min_processing_time": 0.14952826499938965,
-    "max_processing_time": 0.1897871494293213,
-    "std_processing_time": 0.010074973652859889
+    "average_processing_time_seconds": 0.16443004608154296,
+    "frames_per_second": 6.08161357264406,
+    "min_processing_time": 0.15184617042541504,
+    "max_processing_time": 0.19035720825195312,
+    "std_processing_time": 0.011106950504556424
   },
-  "created_date": "2025-08-19T09:38:34.379913"
+  "created_date": "2025-08-20T15:35:35.186430"
 }

ocr_config.json

@@ -25,6 +25,6 @@
     "current_device": "cpu",
     "device_name": "CPU"
   },
-  "configuration_date": "2025-08-19T09:38:05.706598",
+  "configuration_date": "2025-08-20T15:35:07.523959",
   "initialization_successful": true
 }

performance_metrics.json

@@ -1,286 +1,286 @@
 {
   "model_version": "1.0.0",
-  "evaluation_date": "2025-08-19T09:38:24.977368",
+  "evaluation_date": "2025-08-20T15:35:30.059034",
   "dataset_size": 30,
   "metrics": {
     "detection_rate": 1.0,
     "text_extraction_rate": 1.0,
-    "average_processing_time_seconds": 0.16051722367604573,
-    "frames_per_second": 6.229861052283026,
-    "min_processing_time": 0.14952826499938965,
-    "max_processing_time": 0.1897871494293213,
-    "std_processing_time": 0.010074973652859889
+    "average_processing_time_seconds": 0.16443004608154296,
+    "frames_per_second": 6.08161357264406,
+    "min_processing_time": 0.15184617042541504,
+    "max_processing_time": 0.19035720825195312,
+    "std_processing_time": 0.011106950504556424
   },
   "detailed_results": [
     {
       "sample_id": 1,
-      "original_filename": "SMC9348.JPG",
+      "original_filename": "PG589G.JPG",
       "detected": true,
       "text_extracted": true,
-      "extracted_text": "S8988",
-      "text_confidence": 0.40164691344293096,
-      "processing_time": 0.1598968505859375
+      "extracted_text": "6",
+      "text_confidence": 0.7801779410722389,
+      "processing_time": 0.1713271141052246
     },
     {
       "sample_id": 2,
-      "original_filename": "G0CIAPA.png",
+      "original_filename": "B75MCY.png",
       "detected": true,
       "text_extracted": true,
-      "extracted_text": "MCHPH",
-      "text_confidence": 0.47191003012050464,
-      "processing_time": 0.1897871494293213
+      "extracted_text": "DKY",
+      "text_confidence": 0.3681604770314957,
+      "processing_time": 0.15882205963134766
     },
     {
       "sample_id": 3,
-      "original_filename": "BL001AA.png",
+      "original_filename": "8185ZS30.png",
       "detected": true,
       "text_extracted": true,
-      "extracted_text": "BLOHH",
-      "text_confidence": 0.3223725186382102,
-      "processing_time": 0.159132719039917
+      "extracted_text": "8185IRI",
+      "text_confidence": 0.07624776371908076,
+      "processing_time": 0.1866917610168457
     },
     {
       "sample_id": 4,
-      "original_filename": "BMW6220.png",
+      "original_filename": "BE259030.png",
       "detected": true,
       "text_extracted": true,
-      "extracted_text": "RHNHM",
-      "text_confidence": 0.016704808409840687,
-      "processing_time": 0.16061782836914062
+      "extracted_text": "JE2898M",
+      "text_confidence": 0.039788309783120604,
+      "processing_time": 0.16576695442199707
     },
     {
       "sample_id": 5,
-      "original_filename": "P01229.png",
+      "original_filename": "B75MCY_1.png",
       "detected": true,
       "text_extracted": true,
-      "extracted_text": "I",
-      "text_confidence": 0.26962666532250523,
-      "processing_time": 0.176527738571167
+      "extracted_text": "DRY",
+      "text_confidence": 0.23921479554714445,
+      "processing_time": 0.15953493118286133
     },
     {
       "sample_id": 6,
-      "original_filename": "19LPBL1.png",
+      "original_filename": "3307WWA84.png",
       "detected": true,
       "text_extracted": true,
-      "extracted_text": "J9LP8Y",
-      "text_confidence": 0.20229575602057182,
-      "processing_time": 0.15389513969421387
+      "extracted_text": "HHM",
+      "text_confidence": 0.53453479352026,
+      "processing_time": 0.1582660675048828
     },
     {
       "sample_id": 7,
-      "original_filename": "FP190SM.jpg",
+      "original_filename": "AM113DA.png",
       "detected": true,
       "text_extracted": true,
-      "extracted_text": "888Y",
-      "text_confidence": 0.10570625215768814,
-      "processing_time": 0.1846001148223877
+      "extracted_text": "YMD",
+      "text_confidence": 0.07191435249423393,
+      "processing_time": 0.15994906425476074
     },
     {
       "sample_id": 8,
-      "original_filename": "B310VLV.png",
+      "original_filename": "FP773DS.jpg",
       "detected": true,
       "text_extracted": true,
-      "extracted_text": "B360VLV",
-      "text_confidence": 0.22690647349472362,
-      "processing_time": 0.15785598754882812
+      "extracted_text": "FTA",
+      "text_confidence": 0.21492601155493615,
+      "processing_time": 0.1634230613708496
     },
     {
       "sample_id": 9,
-      "original_filename": "BN15858.png",
+      "original_filename": "DD256CG.jpg",
       "detected": true,
       "text_extracted": true,
-      "extracted_text": "888",
-      "text_confidence": 0.12910346748537357,
-      "processing_time": 0.15401291847229004
+      "extracted_text": "8I2E8M",
+      "text_confidence": 0.013852347829306381,
+      "processing_time": 0.15764927864074707
     },
     {
       "sample_id": 10,
-      "original_filename": "FC074ZF.jpg",
+      "original_filename": "G0CIAPA.png",
       "detected": true,
       "text_extracted": true,
-      "extracted_text": "8O7RG",
-      "text_confidence": 0.07320767758240034,
-      "processing_time": 0.15920782089233398
+      "extracted_text": "MCHPH",
+      "text_confidence": 0.47191003012050464,
+      "processing_time": 0.18984007835388184
     },
     {
       "sample_id": 11,
-      "original_filename": "FL900VP.jpg",
+      "original_filename": "GE1176_1.png",
       "detected": true,
       "text_extracted": true,
-      "extracted_text": "FL",
-      "text_confidence": 0.404183636351606,
-      "processing_time": 0.16370701789855957
+      "extracted_text": "N",
+      "text_confidence": 0.3224880720061698,
+      "processing_time": 0.17891407012939453
     },
     {
       "sample_id": 12,
-      "original_filename": "SG49711.png",
+      "original_filename": "84R2712A.png",
       "detected": true,
       "text_extracted": true,
-      "extracted_text": "0",
-      "text_confidence": 0.6998258705209537,
-      "processing_time": 0.16910505294799805
+      "extracted_text": "JNRETHH",
+      "text_confidence": 0.09461551127891091,
+      "processing_time": 0.16177582740783691
     },
     {
       "sample_id": 13,
-      "original_filename": "DP933CD.jpg",
+      "original_filename": "MDPC1249.png",
       "detected": true,
       "text_extracted": true,
-      "extracted_text": "76",
-      "text_confidence": 0.2675643820803057,
-      "processing_time": 0.15747690200805664
+      "extracted_text": "HUHHH",
+      "text_confidence": 0.05834167469960825,
+      "processing_time": 0.1583390235900879
     },
     {
       "sample_id": 14,
-      "original_filename": "CJ447RV.jpg",
+      "original_filename": "B111TXS.png",
       "detected": true,
       "text_extracted": true,
-      "extracted_text": "8M7",
-      "text_confidence": 0.15594769332200467,
-      "processing_time": 0.14952826499938965
+      "extracted_text": "BULTXS",
+      "text_confidence": 0.22063267083096483,
+      "processing_time": 0.1551821231842041
     },
     {
       "sample_id": 15,
-      "original_filename": "9551WA64.jpg",
+      "original_filename": "I008646.png",
       "detected": true,
       "text_extracted": true,
-      "extracted_text": "E85HM87",
-      "text_confidence": 0.06209965861810087,
-      "processing_time": 0.1551799774169922
+      "extracted_text": "7008848",
+      "text_confidence": 0.35883170282916604,
+      "processing_time": 0.16095495223999023
     },
     {
       "sample_id": 16,
-      "original_filename": "BRL702.png",
+      "original_filename": "CEH422S.png",
       "detected": true,
       "text_extracted": true,
-      "extracted_text": "8NHH",
-      "text_confidence": 0.05058553069829941,
-      "processing_time": 0.1588270664215088
+      "extracted_text": "N",
+      "text_confidence": 0.2377998552529883,
+      "processing_time": 0.15654873847961426
     },
     {
       "sample_id": 17,
-      "original_filename": "84R2712A.png",
+      "original_filename": "BS45640_1.png",
       "detected": true,
       "text_extracted": true,
-      "extracted_text": "JNRETHH",
-      "text_confidence": 0.09461551127891091,
-      "processing_time": 0.1583089828491211
+      "extracted_text": "HHNHE",
+      "text_confidence": 0.03435997641736503,
+      "processing_time": 0.15720701217651367
     },
     {
       "sample_id": 18,
-      "original_filename": "HROD819.JPG",
+      "original_filename": "THW82986.png",
       "detected": true,
       "text_extracted": true,
-      "extracted_text": "HHFM",
-      "text_confidence": 0.13911454379558563,
-      "processing_time": 0.1499791145324707
+      "extracted_text": "HMM",
+      "text_confidence": 0.11134300522350735,
+      "processing_time": 0.18102216720581055
     },
     {
       "sample_id": 19,
-      "original_filename": "9148SZ66.jpg",
+      "original_filename": "EE972DY.jpg",
       "detected": true,
       "text_extracted": true,
-      "extracted_text": "8IN7D",
-      "text_confidence": 0.03314405684539219,
-      "processing_time": 0.15928220748901367
+      "extracted_text": "E9720Y7",
+      "text_confidence": 0.2707435195283102,
+      "processing_time": 0.15184617042541504
     },
     {
       "sample_id": 20,
-      "original_filename": "CE7373AE.png",
+      "original_filename": "236M125.png",
       "detected": true,
       "text_extracted": true,
-      "extracted_text": "IU",
-      "text_confidence": 0.21011492407055016,
-      "processing_time": 0.16309309005737305
+      "extracted_text": "86H88",
+      "text_confidence": 0.09775960686168118,
+      "processing_time": 0.15961503982543945
     },
     {
       "sample_id": 21,
-      "original_filename": "TR05RGB.jpg",
+      "original_filename": "B69SXV.png",
       "detected": true,
       "text_extracted": true,
-      "extracted_text": "IRURB",
-      "text_confidence": 0.10215663509175023,
-      "processing_time": 0.1520519256591797
+      "extracted_text": "B96SXV",
+      "text_confidence": 0.4146557062095383,
+      "processing_time": 0.15407514572143555
     },
     {
       "sample_id": 22,
-      "original_filename": "MG06438.png",
+      "original_filename": "EJ494BR.png",
       "detected": true,
       "text_extracted": true,
-      "extracted_text": "HRHU",
-      "text_confidence": 0.14198780059814453,
-      "processing_time": 0.15332818031311035
+      "extracted_text": "EVBN",
+      "text_confidence": 0.054683055728673935,
+      "processing_time": 0.15889406204223633
     },
     {
       "sample_id": 23,
-      "original_filename": "AA601DQ.png",
+      "original_filename": "P01229.png",
       "detected": true,
       "text_extracted": true,
-      "extracted_text": "HNI",
-      "text_confidence": 0.3356492488926114,
-      "processing_time": 0.1523761749267578
+      "extracted_text": "I",
+      "text_confidence": 0.26962666532250523,
+      "processing_time": 0.17532730102539062
     },
     {
       "sample_id": 24,
-      "original_filename": "SE8517BW.png",
+      "original_filename": "CM229MN_1.png",
       "detected": true,
       "text_extracted": true,
-      "extracted_text": "IUM",
-      "text_confidence": 0.02178356392386894,
-      "processing_time": 0.170943021774292
+      "extracted_text": "MLAN",
+      "text_confidence": 0.08965349942445755,
+      "processing_time": 0.15795683860778809
     },
     {
       "sample_id": 25,
-      "original_filename": "EH003HT.jpg",
+      "original_filename": "SRG4104.png",
       "detected": true,
       "text_extracted": true,
-      "extracted_text": "EHU9H",
-      "text_confidence": 0.10357610832481899,
-      "processing_time": 0.15121722221374512
+      "extracted_text": "S6U404",
+      "text_confidence": 0.03115010132954249,
+      "processing_time": 0.15743207931518555
     },
     {
       "sample_id": 26,
-      "original_filename": "FM264CL.jpg",
+      "original_filename": "W304JF.jpg",
       "detected": true,
       "text_extracted": true,
-      "extracted_text": "7H28408",
-      "text_confidence": 0.17172585473111365,
-      "processing_time": 0.15132522583007812
+      "extracted_text": "ANF",
+      "text_confidence": 0.08139506354939732,
+      "processing_time": 0.1573958396911621
     },
     {
       "sample_id": 27,
-      "original_filename": "30VBX7.png",
+      "original_filename": "SLF9995.png",
       "detected": true,
       "text_extracted": true,
-      "extracted_text": "HL",
-      "text_confidence": 0.31151301263056885,
-      "processing_time": 0.1552870273590088
+      "extracted_text": "68F9008",
+      "text_confidence": 0.17536384119393258,
+      "processing_time": 0.17792630195617676
     },
     {
       "sample_id": 28,
-      "original_filename": "AA1399B0.png",
+      "original_filename": "TMD038.png",
       "detected": true,
       "text_extracted": true,
-      "extracted_text": "HMM",
-      "text_confidence": 0.09647208899566959,
-      "processing_time": 0.17809820175170898
+      "extracted_text": "M",
+      "text_confidence": 0.240245741566377,
+      "processing_time": 0.19035720825195312
     },
     {
       "sample_id": 29,
-      "original_filename": "ACJ1698.png",
+      "original_filename": "ZZ7099.png",
       "detected": true,
       "text_extracted": true,
-      "extracted_text": "AH",
-      "text_confidence": 0.059341732535385217,
-      "processing_time": 0.1591789722442627
+      "extracted_text": "1794",
+      "text_confidence": 0.09818681329488754,
+      "processing_time": 0.15806317329406738
     },
     {
       "sample_id": 30,
-      "original_filename": "EX707HV.jpg",
+      "original_filename": "MS5683V.png",
       "detected": true,
       "text_extracted": true,
-      "extracted_text": "EXTHH",
-      "text_confidence": 0.1353501063423349,
-      "processing_time": 0.151688814163208
+      "extracted_text": "HR-MW",
+      "text_confidence": 0.11480549441377279,
+      "processing_time": 0.15279793739318848
     }
   ]
 }

training_config.json

@@ -5,7 +5,7 @@
   "batch_size": 4,
   "patience": 10,
   "data_yaml": "yolo_dataset/data.yaml",
-  "training_date": "2025-08-19T07:57:03.272336",
+  "training_date": "2025-08-20T14:17:35.106494",
   "device": "cpu",
   "train_images": 411,
   "val_images": 103,

training_results.json

@@ -0,0 +1,14 @@
+{
+  "final_metrics": {
+    "map50": 0.995,
+    "map50_95": 0.9949999999999999,
+    "precision": 0.9969141895732625,
+    "recall": 1.0
+  },
+  "training_completed": "2025-08-20T15:34:02.272776",
+  "epochs_completed": 100,
+  "device_used": "cpu",
+  "batch_size_used": 4,
+  "workers_used": 4,
+  "training_successful": true
+}