| { | |
| "task": "object-detetion", | |
| "model": "best.pt", | |
| "model_type": "yolo", | |
| "ultralytics_version": "8.2.8", | |
| "data": "config.yaml", | |
| "epochs": 200, | |
| "batch": 16, | |
| "imgsz": 896, | |
| "save": true, | |
| "device": 0, | |
| "project": "runs/train", | |
| "name": "size10243", | |
| "optimizer": "auto", | |
| "verbose": true, | |
| "seed": 1, | |
| "deterministic": true, | |
| "single_cls": false, | |
| "rect": false, | |
| "cos_lr": true, | |
| "close_mosaic": 10, | |
| "resume": false, | |
| "amp": true, | |
| "fraction": 1, | |
| "profile": false, | |
| "freeze": null, | |
| "multi_scale": false, | |
| "overlap_mask": true, | |
| "mask_ratio": 4, | |
| "dropout": 0, | |
| "val": true, | |
| "split": "val", | |
| "save_json": false, | |
| "save_hybrid": false, | |
| "conf": null, | |
| "iou": 0.7, | |
| "max_det": 300, | |
| "half": false, | |
| "dnn": false, | |
| "plots": true, | |
| "source": null, | |
| "vid_stride": 1, | |
| "stream_buffer": false, | |
| "visualize": false, | |
| "augment": true, | |
| "agnostic_nms": false, | |
| "retina_masks": false, | |
| "embed": null, | |
| "show": false, | |
| "save_frames": false, | |
| "save_txt": false, | |
| "save_conf": false, | |
| "save_crop": false, | |
| "show_labels": true, | |
| "show_conf": true, | |
| "show_boxes": true, | |
| "line_width": null, | |
| "format": "torchscript", | |
| "keras": false, | |
| "optimize": false, | |
| "int8": false, | |
| "dynamic": false, | |
| "simplify": false, | |
| "opset": null, | |
| "workspace": 4, | |
| "nms": false, | |
| "lr0": 0.0005, | |
| "lrf": 0.001, | |
| "momentum": 0.937, | |
| "weight_decay": 0.0005, | |
| "warmup_epochs": 3, | |
| "warmup_momentum": 0.8, | |
| "warmup_bias_lr": 0.1, | |
| "box": 7.5, | |
| "cls": 1.15, | |
| "dfl": 2.2, | |
| "pose": 12, | |
| "kobj": 1, | |
| "label_smoothing": 0, | |
| "nbs": 64, | |
| "hsv_h": 0.015, | |
| "hsv_s": 0.7, | |
| "hsv_v": 0.4, | |
| "degrees": 45, | |
| "translate": 0.1, | |
| "scale": 0.65, | |
| "shear": 15, | |
| "perspective": 0, | |
| "flipud": 0, | |
| "fliplr": 0.5, | |
| "bgr": 0, | |
| "mosaic": 0.5, | |
| "mixup": 0.6, | |
| "copy_paste": 0.65, | |
| "auto_augment": "randaugment", | |
| "erasing": 0.4, | |
| "crop_fraction": 1, | |
| "cfg": null, | |
| "tracker": "botsort.yaml", | |
| "save_dir": "runs/train/size10243", | |
| "id2label": { | |
| "0": "RBC", | |
| "1": "PLT", | |
| "2": "NEUT", | |
| "3": "LYMPH", | |
| "4": "MONO", | |
| "5": "EOS", | |
| "6": "BASO" | |
| }, | |
| "label2id": { | |
| "RBC": 0, | |
| "PLT": 1, | |
| "NEUT": 2, | |
| "LYMPH": 3, | |
| "MONO": 4, | |
| "EOS": 5, | |
| "BASO": 6 | |
| } | |
| } | |