Upload 6 files

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+model.torchscript filter=lfs diff=lfs merge=lfs -text

config.json

@@ -0,0 +1,28 @@
+{
+  "model_type": "YOLOv8n",
+  "task": "uk_license_plate_detection",
+  "target_region": "UK",
+  "input_size": [
+    640,
+    640
+  ],
+  "num_classes": 1,
+  "class_names": [
+    "license_plate"
+  ],
+  "framework": "Ultralytics YOLOv8",
+  "export_formats": [],
+  "security_compliant": true,
+  "performance_metrics": {
+    "detection_rate": 1.0,
+    "text_extraction_rate": 1.0,
+    "average_processing_time_seconds": 0.039195823669433597,
+    "frames_per_second": 25.51292220400099,
+    "min_processing_time": 0.027199268341064453,
+    "max_processing_time": 0.1965031623840332,
+    "std_processing_time": 0.029586018422784056
+  },
+  "created_date": "2025-08-17T16:56:33.947546",
+  "dataset_source": "0xnu/uk-licence-plate",
+  "model_version": "1.0.0"
+}

model.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6878bff7c28e789a5890f522e86fae51633179d40b9842aecb42cb4bd1de718b
+size 12251063

model.torchscript

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:34503f6385017ad8fd2e3459c4971cb406302531f3481ee85655357af31d92de
+size 12468510

ocr_config.json

@@ -0,0 +1,23 @@
+{
+  "library": "EasyOCR",
+  "supported_languages": [
+    "en"
+  ],
+  "language_descriptions": {
+    "en": "English"
+  },
+  "gpu_enabled": true,
+  "version": "1.7.2",
+  "device_info": {
+    "cuda_available": true,
+    "gpu_enabled": true,
+    "device_count": 1,
+    "current_device": 0,
+    "device_name": "Tesla P100-PCIE-16GB",
+    "gpu_memory_total": 15.887939453125,
+    "gpu_memory_allocated": 0.16949081420898438,
+    "gpu_memory_reserved": 0.419921875
+  },
+  "configuration_date": "2025-08-17T16:56:14.348470",
+  "initialization_successful": true
+}

performance_metrics.json

@@ -0,0 +1,286 @@
+{
+  "model_version": "1.0.0",
+  "evaluation_date": "2025-08-17T16:56:15.588279",
+  "dataset_size": 30,
+  "metrics": {
+    "detection_rate": 1.0,
+    "text_extraction_rate": 1.0,
+    "average_processing_time_seconds": 0.039195823669433597,
+    "frames_per_second": 25.51292220400099,
+    "min_processing_time": 0.027199268341064453,
+    "max_processing_time": 0.1965031623840332,
+    "std_processing_time": 0.029586018422784056
+  },
+  "detailed_results": [
+    {
+      "sample_id": 1,
+      "original_filename": "KN46STM.png",
+      "detected": true,
+      "text_extracted": true,
+      "extracted_text": "JIBSH",
+      "text_confidence": 0.18275756000947646,
+      "processing_time": 0.1965031623840332
+    },
+    {
+      "sample_id": 2,
+      "original_filename": "LK12CMD.png",
+      "detected": true,
+      "text_extracted": true,
+      "extracted_text": "0",
+      "text_confidence": 0.49207448477952553,
+      "processing_time": 0.0433201789855957
+    },
+    {
+      "sample_id": 3,
+      "original_filename": "PS44IPV.png",
+      "detected": true,
+      "text_extracted": true,
+      "extracted_text": "HMHH",
+      "text_confidence": 0.15942597389221191,
+      "processing_time": 0.029234647750854492
+    },
+    {
+      "sample_id": 4,
+      "original_filename": "JK71UAD.png",
+      "detected": true,
+      "text_extracted": true,
+      "extracted_text": "MU",
+      "text_confidence": 0.4889402761448427,
+      "processing_time": 0.029507875442504883
+    },
+    {
+      "sample_id": 5,
+      "original_filename": "FN60DSI.png",
+      "detected": true,
+      "text_extracted": true,
+      "extracted_text": "M",
+      "text_confidence": 0.7755066011761791,
+      "processing_time": 0.02782154083251953
+    },
+    {
+      "sample_id": 6,
+      "original_filename": "ZZ47XHV.png",
+      "detected": true,
+      "text_extracted": true,
+      "extracted_text": "I",
+      "text_confidence": 0.5047952612401652,
+      "processing_time": 0.027199268341064453
+    },
+    {
+      "sample_id": 7,
+      "original_filename": "MT29AYI.png",
+      "detected": true,
+      "text_extracted": true,
+      "extracted_text": "HH",
+      "text_confidence": 0.34750291173281966,
+      "processing_time": 0.027520418167114258
+    },
+    {
+      "sample_id": 8,
+      "original_filename": "ME64PFS.png",
+      "detected": true,
+      "text_extracted": true,
+      "extracted_text": "IH",
+      "text_confidence": 0.9379243824222503,
+      "processing_time": 0.03438973426818848
+    },
+    {
+      "sample_id": 9,
+      "original_filename": "IV99VIP.png",
+      "detected": true,
+      "text_extracted": true,
+      "extracted_text": "IH",
+      "text_confidence": 0.32497087813676845,
+      "processing_time": 0.02816915512084961
+    },
+    {
+      "sample_id": 10,
+      "original_filename": "CA92HXF.png",
+      "detected": true,
+      "text_extracted": true,
+      "extracted_text": "IH",
+      "text_confidence": 0.5820766746154381,
+      "processing_time": 0.03763246536254883
+    },
+    {
+      "sample_id": 11,
+      "original_filename": "WK92NFE.png",
+      "detected": true,
+      "text_extracted": true,
+      "extracted_text": "Q",
+      "text_confidence": 0.15249581999834394,
+      "processing_time": 0.03592634201049805
+    },
+    {
+      "sample_id": 12,
+      "original_filename": "ZI29QPN.png",
+      "detected": true,
+      "text_extracted": true,
+      "extracted_text": "ZH9H",
+      "text_confidence": 0.152138814330101,
+      "processing_time": 0.027978181838989258
+    },
+    {
+      "sample_id": 13,
+      "original_filename": "HY57FTH.png",
+      "detected": true,
+      "text_extracted": true,
+      "extracted_text": "0",
+      "text_confidence": 0.4520835231628304,
+      "processing_time": 0.04047656059265137
+    },
+    {
+      "sample_id": 14,
+      "original_filename": "MD79UUC.png",
+      "detected": true,
+      "text_extracted": true,
+      "extracted_text": "HIL",
+      "text_confidence": 0.12427273105757403,
+      "processing_time": 0.0286862850189209
+    },
+    {
+      "sample_id": 15,
+      "original_filename": "XI11MYS.png",
+      "detected": true,
+      "text_extracted": true,
+      "extracted_text": "CB",
+      "text_confidence": 0.9857818770873635,
+      "processing_time": 0.034311771392822266
+    },
+    {
+      "sample_id": 16,
+      "original_filename": "BN81PAS.png",
+      "detected": true,
+      "text_extracted": true,
+      "extracted_text": "0",
+      "text_confidence": 0.4685512371740721,
+      "processing_time": 0.03579068183898926
+    },
+    {
+      "sample_id": 17,
+      "original_filename": "YY68YSE.png",
+      "detected": true,
+      "text_extracted": true,
+      "extracted_text": "7",
+      "text_confidence": 0.3497478587550553,
+      "processing_time": 0.03400063514709473
+    },
+    {
+      "sample_id": 18,
+      "original_filename": "YR28WIH.png",
+      "detected": true,
+      "text_extracted": true,
+      "extracted_text": "CB",
+      "text_confidence": 0.24155979517543394,
+      "processing_time": 0.03670763969421387
+    },
+    {
+      "sample_id": 19,
+      "original_filename": "JE12NWQ.png",
+      "detected": true,
+      "text_extracted": true,
+      "extracted_text": "CB",
+      "text_confidence": 0.2509831979534126,
+      "processing_time": 0.04293227195739746
+    },
+    {
+      "sample_id": 20,
+      "original_filename": "XH32ZAJ.png",
+      "detected": true,
+      "text_extracted": true,
+      "extracted_text": "HI",
+      "text_confidence": 0.38787320073777676,
+      "processing_time": 0.036353111267089844
+    },
+    {
+      "sample_id": 21,
+      "original_filename": "VF87LNR.png",
+      "detected": true,
+      "text_extracted": true,
+      "extracted_text": "CB",
+      "text_confidence": 0.34954945801854453,
+      "processing_time": 0.03569316864013672
+    },
+    {
+      "sample_id": 22,
+      "original_filename": "ZE85LUT.png",
+      "detected": true,
+      "text_extracted": true,
+      "extracted_text": "HH",
+      "text_confidence": 0.7112848103522466,
+      "processing_time": 0.03401923179626465
+    },
+    {
+      "sample_id": 23,
+      "original_filename": "AN33VHM.png",
+      "detected": true,
+      "text_extracted": true,
+      "extracted_text": "0",
+      "text_confidence": 0.47605089209356777,
+      "processing_time": 0.034589290618896484
+    },
+    {
+      "sample_id": 24,
+      "original_filename": "IQ60QOS.png",
+      "detected": true,
+      "text_extracted": true,
+      "extracted_text": "I",
+      "text_confidence": 0.8894484693325957,
+      "processing_time": 0.034365177154541016
+    },
+    {
+      "sample_id": 25,
+      "original_filename": "WS93XOD.png",
+      "detected": true,
+      "text_extracted": true,
+      "extracted_text": "MSYH",
+      "text_confidence": 0.07690119743347168,
+      "processing_time": 0.0352938175201416
+    },
+    {
+      "sample_id": 26,
+      "original_filename": "AX57ADZ.png",
+      "detected": true,
+      "text_extracted": true,
+      "extracted_text": "0",
+      "text_confidence": 0.47605089209356777,
+      "processing_time": 0.03461408615112305
+    },
+    {
+      "sample_id": 27,
+      "original_filename": "YR59ZKT.png",
+      "detected": true,
+      "text_extracted": true,
+      "extracted_text": "0",
+      "text_confidence": 0.6901110803915458,
+      "processing_time": 0.03464388847351074
+    },
+    {
+      "sample_id": 28,
+      "original_filename": "WW10QDQ.png",
+      "detected": true,
+      "text_extracted": true,
+      "extracted_text": "H",
+      "text_confidence": 0.37352810570213535,
+      "processing_time": 0.02766275405883789
+    },
+    {
+      "sample_id": 29,
+      "original_filename": "GJ07DQX.png",
+      "detected": true,
+      "text_extracted": true,
+      "extracted_text": "0",
+      "text_confidence": 0.45765195774226086,
+      "processing_time": 0.04246973991394043
+    },
+    {
+      "sample_id": 30,
+      "original_filename": "PE59GLV.png",
+      "detected": true,
+      "text_extracted": true,
+      "extracted_text": "HH",
+      "text_confidence": 0.5044505826964508,
+      "processing_time": 0.028061628341674805
+    }
+  ]
+}

training_config.json

@@ -0,0 +1,17 @@
+{
+  "model_type": "YOLOv8n",
+  "epochs": 10,
+  "image_size": 640,
+  "batch_size": 32,
+  "patience": 10,
+  "data_yaml": "yolo_dataset/data.yaml",
+  "training_date": "2025-08-17T16:06:58.022798",
+  "device": "cuda",
+  "train_images": 26878,
+  "val_images": 6720,
+  "gpu_info": {
+    "cuda_available": true,
+    "device_name": "Tesla P100-PCIE-16GB",
+    "memory_gb": 15.887939453125
+  }
+}