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F1_curve.png ADDED
PR_curve.png ADDED
P_curve.png ADDED
R_curve.png ADDED
args.yaml ADDED
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+ task: detect
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+ mode: train
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+ model: E:\YOLO8_train\runs\detect\train\weights\last.pt
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+ data: E:/YOLO8_train/data.yaml
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+ epochs: 300
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+ time: null
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+ patience: 100
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+ batch: 24
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+ imgsz: 1024
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+ save: true
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+ save_period: 50
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+ cache: false
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+ device: 0
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+ workers: 8
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+ project: null
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+ name: train
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+ exist_ok: true
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+ pretrained: true
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+ optimizer: AdamW
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+ verbose: true
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+ seed: 0
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+ deterministic: true
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+ single_cls: false
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+ rect: false
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+ cos_lr: false
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+ close_mosaic: 10
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+ resume: E:\YOLO8_train\runs\detect\train\weights\last.pt
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+ amp: true
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+ fraction: 1.0
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+ profile: false
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+ freeze: null
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+ multi_scale: false
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+ overlap_mask: true
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+ mask_ratio: 4
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+ dropout: 0.0
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+ val: true
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+ split: val
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+ save_json: false
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+ save_hybrid: false
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+ conf: 0.4
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+ iou: 0.5
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+ max_det: 300
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+ half: false
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+ dnn: false
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+ plots: true
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+ source: null
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+ vid_stride: 1
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+ stream_buffer: false
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+ visualize: false
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+ augment: true
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+ agnostic_nms: false
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+ classes: null
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+ retina_masks: false
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+ embed: null
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+ show: false
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+ save_frames: false
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+ save_txt: false
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+ save_conf: false
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+ save_crop: false
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+ show_labels: true
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+ show_conf: true
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+ show_boxes: true
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+ line_width: null
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+ format: torchscript
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+ keras: false
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+ optimize: false
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+ int8: false
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+ dynamic: false
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+ simplify: true
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+ opset: null
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+ workspace: 4
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+ nms: false
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+ lr0: 0.002
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+ lrf: 0.01
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+ momentum: 0.937
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+ weight_decay: 0.01
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+ warmup_epochs: 3.0
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+ warmup_momentum: 0.8
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+ warmup_bias_lr: 0.1
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+ box: 0.05
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+ cls: 0.7
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+ dfl: 1.5
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+ pose: 12.0
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+ kobj: 1.0
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+ label_smoothing: 0.0
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+ nbs: 64
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+ hsv_h: 0.015
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+ hsv_s: 0.7
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+ hsv_v: 0.4
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+ degrees: 10
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+ translate: 0.1
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+ scale: 0.3
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+ shear: 0.0
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+ perspective: 0.0
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+ flipud: 0.0
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+ fliplr: 0.5
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+ bgr: 0.0
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+ mosaic: 0.7
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+ mixup: 0.2
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+ copy_paste: 0.0
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+ copy_paste_mode: flip
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+ auto_augment: randaugment
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+ erasing: 0.4
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+ crop_fraction: 1.0
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+ cfg: null
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+ tracker: botsort.yaml
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+ save_dir: runs\detect\train
confusion_matrix.png ADDED
confusion_matrix_normalized.png ADDED
labels.jpg ADDED
labels_correlogram.jpg ADDED
results.csv ADDED
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