| { | |
| "model_name": "YOLOv8 Construction Safety Detector", | |
| "task": "object-detection", | |
| "framework": "PyTorch", | |
| "input_size": 640, | |
| "classes": { | |
| "0": "construction-safety", | |
| "1": "helmet", | |
| "2": "no-helmet", | |
| "3": "no-vest", | |
| "4": "person", | |
| "5": "vest" | |
| }, | |
| "num_classes": 6, | |
| "metrics": { | |
| "mAP50": 0.823, | |
| "mAP50-95": 0.427, | |
| "precision": 0.768, | |
| "recall": 0.806 | |
| }, | |
| "class_metrics": { | |
| "helmet": { | |
| "precision": 0.835, | |
| "recall": 0.906, | |
| "mAP50": 0.919 | |
| }, | |
| "no-helmet": { | |
| "precision": 0.714, | |
| "recall": 0.625, | |
| "mAP50": 0.725 | |
| }, | |
| "no-vest": { | |
| "precision": 0.639, | |
| "recall": 0.755, | |
| "mAP50": 0.678 | |
| }, | |
| "person": { | |
| "precision": 0.81, | |
| "recall": 0.921, | |
| "mAP50": 0.898 | |
| }, | |
| "vest": { | |
| "precision": 0.841, | |
| "recall": 0.822, | |
| "mAP50": 0.892 | |
| } | |
| }, | |
| "dataset": "Francesco/construction-safety-gsnvb", | |
| "epochs": 50, | |
| "batch_size": 8, | |
| "image_size": 640 | |
| } |