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BoxF1_curve.png ADDED
BoxPR_curve.png ADDED
BoxP_curve.png ADDED
BoxR_curve.png ADDED
MaskF1_curve.png ADDED
MaskPR_curve.png ADDED
MaskP_curve.png ADDED
MaskR_curve.png ADDED
confusion_matrix.png ADDED
hyp.yaml ADDED
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+ lr0: 0.01
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+ lrf: 0.01
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+ momentum: 0.937
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+ weight_decay: 0.0005
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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: 0.5
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+ cls_pw: 1.0
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+ obj: 1.0
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+ obj_pw: 1.0
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labels.jpg ADDED
labels_correlogram.jpg ADDED
opt.yaml ADDED
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+ weights: yolov5s-seg.pt
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+ cfg: ''
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+ data: /home/opc/git/yolov5/datasets/coral_segmentation/data.yaml
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+ hyp:
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+ lr0: 0.01
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+ lrf: 0.01
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+ momentum: 0.937
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+ weight_decay: 0.0005
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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: 0.5
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+ cls_pw: 1.0
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+ obj: 1.0
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+ obj_pw: 1.0
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+ iou_t: 0.2
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+ anchor_t: 4.0
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+ fl_gamma: 0.0
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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: 0.0
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+ translate: 0.1
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+ scale: 0.5
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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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+ mosaic: 1.0
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+ mixup: 0.0
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+ copy_paste: 0.0
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+ epochs: 300
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+ batch_size: 32
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+ imgsz: 640
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+ rect: false
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+ resume: false
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+ nosave: false
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+ noval: false
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+ noautoanchor: false
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+ noplots: false
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+ evolve: null
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+ bucket: ''
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+ cache: ram
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+ image_weights: false
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+ device: 0,1
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+ multi_scale: false
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+ single_cls: false
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+ optimizer: SGD
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+ sync_bn: false
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+ workers: 8
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+ project: ../runs/train-seg
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+ name: coral_segmentation
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+ exist_ok: true
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+ quad: false
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+ cos_lr: false
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+ label_smoothing: 0.0
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+ patience: 100
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+ freeze:
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+ - 0
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+ save_period: 100
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+ seed: 0
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+ local_rank: -1
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+ mask_ratio: 4
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+ no_overlap: false
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+ save_dir: ../runs/train-seg/coral_segmentation
results.csv ADDED
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results.png ADDED
train_batch0.jpg ADDED
train_batch1.jpg ADDED
train_batch2.jpg ADDED
val_batch0_labels.jpg ADDED
val_batch0_pred.jpg ADDED
val_batch1_labels.jpg ADDED
val_batch1_pred.jpg ADDED
val_batch2_labels.jpg ADDED
val_batch2_pred.jpg ADDED