| { |
| "task": "license_plate_detection", |
| "class": "license_plate", |
| "winner": "Stage1", |
| "winner_imgsz": 768, |
| "pt": "/kaggle/working/FINAL_sentinel_license_plate_detector.pt", |
| "onnx": "/kaggle/working/FINAL_sentinel_license_plate_detector.onnx", |
| "sources": { |
| "datacluster_india": "/kaggle/input/datasets/dataclusterlabs/indian-number-plates-dataset", |
| "kedar_india": "/kaggle/input/datasets/kedarsai/indian-license-plates-with-labels", |
| "sai_india": "/kaggle/input/datasets/saisirishan/indian-vehicle-dataset", |
| "gaurav_india": "/kaggle/input/datasets/gauravsanwal/indian-licence-plate", |
| "ccpd": "/kaggle/input/datasets/binh234/ccpd2019" |
| }, |
| "stage1": { |
| "train_refs": 16144, |
| "cycles": 8, |
| "epochs": 24, |
| "best": "/kaggle/working/sentinel_plate_training/stage1/plate_general_768/weights/last.pt" |
| }, |
| "stage2": { |
| "train_context_images": 18942, |
| "cycles": 3, |
| "epochs": 12, |
| "best": "/kaggle/working/sentinel_plate_training/stage2/plate_context_1024/weights/epoch4.pt" |
| }, |
| "results": { |
| "Stage1": { |
| "full": { |
| "mAP50-95": 0.8229159705516678, |
| "mAP50": 0.9928085854205039, |
| "mAP75": 0.9693023516994728, |
| "precision": 0.9600325170428351, |
| "recall": 0.9759450171821306 |
| }, |
| "small": { |
| "mAP50-95": 0.6170677989260704, |
| "mAP50": 0.8916101724362593, |
| "precision": 0.8726448388326103, |
| "recall": 0.8333333333333334 |
| } |
| }, |
| "Stage2": { |
| "full": { |
| "mAP50-95": 0.7678840283948306, |
| "mAP50": 0.9629866628357246, |
| "mAP75": 0.90857907815558, |
| "precision": 0.9859175518608587, |
| "recall": 0.9415807560137457 |
| }, |
| "small": { |
| "mAP50-95": 0.2355714285714286, |
| "mAP50": 0.44107142857142856, |
| "precision": 0.9608907872271868, |
| "recall": 0.3888888888888889 |
| } |
| } |
| } |
| } |
