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29 lines
1.3 KiB
29 lines
1.3 KiB
lr0: 0.001 # initial learning rate (SGD=1E-2, Adam=1E-3) |
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lrf: 0.01 # final OneCycleLR learning rate (lr0 * lrf) |
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momentum: 0.937 # SGD momentum/Adam beta1 |
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weight_decay: 0.0005 # optimizer weight decay 5e-4 |
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warmup_epochs: 3.0 # warmup epochs (fractions ok) |
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warmup_momentum: 0.8 # warmup initial momentum |
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warmup_bias_lr: 0.1 # warmup initial bias lr |
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box: 0.05 # box loss gain |
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cls: 0.5 # cls loss gain |
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cls_pw: 1.0 # cls BCELoss positive_weight |
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obj: 1.0 # obj loss gain (scale with pixels) |
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obj_pw: 1.0 # obj BCELoss positive_weight |
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iou_t: 0.20 # IoU training threshold |
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anchor_t: 4.0 # anchor-multiple threshold |
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# anchors: 3 # anchors per output layer (0 to ignore) |
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fl_gamma: 0.0 # focal loss gamma (efficientDet default gamma=1.5) |
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hsv_h: 0.015 # image HSV-Hue augmentation (fraction) |
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hsv_s: 0.7 # image HSV-Saturation augmentation (fraction) |
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hsv_v: 0.4 # image HSV-Value augmentation (fraction) |
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degrees: 0.0 # image rotation (+/- deg) |
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translate: 0.1 # image translation (+/- fraction) |
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scale: 0.5 # image scale (+/- gain) |
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shear: 0.0 # image shear (+/- deg) |
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perspective: 0.0 # image perspective (+/- fraction), range 0-0.001 |
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flipud: 0.0 # image flip up-down (probability) |
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fliplr: 0.5 # image flip left-right (probability) |
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mosaic: 1.0 # image mosaic (probability) |
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mixup: 0.0 # image mixup (probability) |
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copy_paste: 0.5 # segment copy-paste (probability)
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