{ "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 }