| { |
| "model": { |
| "architecture": "YOLOv8n", |
| "parameters": 3013188, |
| "gflops": 8.2, |
| "file_size_mb": 24.5, |
| "task": "object-detection", |
| "input_size": [640, 640], |
| "framework": "Ultralytics 8.x", |
| "num_classes": 12 |
| }, |
| "classes": { |
| "0": "camouflage_soldier", |
| "1": "weapon", |
| "2": "military_tank", |
| "3": "military_truck", |
| "4": "military_vehicle", |
| "5": "civilian", |
| "6": "soldier", |
| "7": "civilian_vehicle", |
| "8": "military_artillery", |
| "9": "trench", |
| "10": "military_aircraft", |
| "11": "military_warship" |
| }, |
| "training": { |
| "base_model": "yolov8n.pt", |
| "epochs": 100, |
| "image_size": 640, |
| "batch_size": 16, |
| "optimizer": "AdamW", |
| "conf_threshold": 0.40, |
| "iou_threshold": 0.50 |
| }, |
| "validation_metrics": { |
| "mAP50": 0.72, |
| "mAP50_95": 0.48, |
| "precision": 0.74, |
| "recall": 0.68, |
| "inference_speed_cpu_ms": 120 |
| }, |
| "repository": "https://huggingface.co/datasidahmed/YOLOV8", |
| "author": "Sidahmed Melainin" |
| } |
|
|
