mask_detection / config.json
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{
"task": "detect",
"mode": "train",
"model": "yolov8n.pt",
"data": "facemask.yaml",
"epochs": 50,
"patience": 50,
"batch": 16,
"imgsz": 640,
"save": true,
"save_period": -1,
"cache": false,
"device": null,
"workers": 8,
"project": null,
"name": null,
"exist_ok": false,
"pretrained": false,
"optimizer": "SGD",
"verbose": true,
"seed": 0,
"deterministic": true,
"single_cls": false,
"image_weights": false,
"rect": false,
"cos_lr": false,
"close_mosaic": 10,
"resume": false,
"min_memory": false,
"overlap_mask": true,
"mask_ratio": 4,
"dropout": false,
"val": true,
"split": "val",
"save_json": false,
"save_hybrid": false,
"conf": 0.001,
"iou": 0.7,
"max_det": 300,
"half": false,
"dnn": false,
"plots": true,
"source": "ultralytics/assets/",
"show": false,
"save_txt": false,
"save_conf": false,
"save_crop": false,
"hide_labels": false,
"hide_conf": false,
"vid_stride": 1,
"line_thickness": 3,
"visualize": false,
"augment": false,
"agnostic_nms": false,
"classes": null,
"retina_masks": false,
"boxes": true,
"format": "torchscript",
"keras": false,
"optimize": false,
"int8": false,
"dynamic": false,
"simplify": false,
"opset": null,
"workspace": 4,
"nms": false,
"lr0": 0.01,
"lrf": 0.01,
"momentum": 0.937,
"weight_decay": 0.001,
"warmup_epochs": 3.0,
"warmup_momentum": 0.8,
"warmup_bias_lr": 0.1,
"box": 7.5,
"cls": 0.5,
"dfl": 1.5,
"fl_gamma": 0.0,
"label_smoothing": 0.0,
"nbs": 64,
"hsv_h": 0.015,
"hsv_s": 0.7,
"hsv_v": 0.4,
"degrees": 0.0,
"translate": 0.1,
"scale": 0.5,
"shear": 0.0,
"perspective": 0.0,
"flipud": 0.0,
"fliplr": 0.5,
"mosaic": 1.0,
"mixup": 0.0,
"copy_paste": 0.0,
"cfg": null,
"v5loader": false,
"tracker": "botsort.yaml",
"save_dir": "runs/detect/train"
}