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# YOLOv5 🚀 by Ultralytics, GPL-3.0 license | ||
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# Parameters | ||
nc: 80 # number of classes | ||
depth_multiple: 0.33 # model depth multiple | ||
width_multiple: 0.50 # layer channel multiple | ||
anchors: | ||
- [10,13, 16,30, 33,23] # P3/8 | ||
- [30,61, 62,45, 59,119] # P4/16 | ||
- [116,90, 156,198, 373,326] # P5/32 | ||
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# YOLOv5 v6.0 backbone | ||
backbone: | ||
# [from, number, module, args] | ||
[[-1, 1, Conv, [64, 6, 2, 2]], # 0-P1/2 | ||
[-1, 1, Conv, [128, 3, 2]], # 1-P2/4 | ||
[-1, 3, C3, [128]], | ||
[-1, 1, Conv, [256, 3, 2]], # 3-P3/8 | ||
[-1, 6, C3, [256]], | ||
[-1, 1, Conv, [512, 3, 2]], # 5-P4/16 | ||
[-1, 9, C3, [512]], | ||
[-1, 1, Conv, [1024, 3, 2]], # 7-P5/32 | ||
[-1, 3, C3, [1024]], | ||
#[-1, 1, SPPF, [1024, 5]], # 9 | ||
[-1, 1, SPPFCSPC, [1024]], # 9 | ||
] | ||
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# YOLOv5 v6.0 head | ||
head: | ||
[[-1, 1, Conv, [512, 1, 1]], | ||
[-1, 1, nn.Upsample, [None, 2, 'nearest']], | ||
[[-1, 6], 1, Concat, [1]], # cat backbone P4 | ||
[-1, 3, C3, [512, False]], # 13 | ||
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[-1, 1, Conv, [256, 1, 1]], | ||
[-1, 1, nn.Upsample, [None, 2, 'nearest']], | ||
[[-1, 4], 1, Concat, [1]], # cat backbone P3 | ||
[-1, 3, C3, [256, False]], # 17 (P3/8-small) | ||
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[-1, 1, Conv, [256, 3, 2]], | ||
[[-1, 14], 1, Concat, [1]], # cat head P4 | ||
[-1, 3, C3, [512, False]], # 20 (P4/16-medium) | ||
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[-1, 1, Conv, [512, 3, 2]], | ||
[[-1, 10], 1, Concat, [1]], # cat head P5 | ||
[-1, 3, C3, [1024, False]], # 23 (P5/32-large) | ||
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[[17, 20, 23], 1, Detect, [nc, anchors]], # Detect(P3, P4, P5) | ||
] |
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configs/yolov7-Improved/SPP-hub/yolov7-C3C2-SPPFCSPC.yaml
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# YOLOv5 🚀 by YOLOAir, GPL-3.0 license | ||
# parameters | ||
nc: 80 # number of classes | ||
depth_multiple: 1.0 # model depth multiple | ||
width_multiple: 1.0 # layer channel multiple | ||
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# anchors | ||
anchors: | ||
- [12,16, 19,36, 40,28] # P3/8 | ||
- [36,75, 76,55, 72,146] # P4/16 | ||
- [142,110, 192,243, 459,401] # P5/32 | ||
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# yolov7 backbone | ||
backbone: | ||
# [from, number, module, args] | ||
[[-1, 1, Conv, [32, 3, 1]], # 0 | ||
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[-1, 1, Conv, [64, 3, 2]], # 1-P1/2 | ||
[-1, 1, Conv, [64, 3, 1]], | ||
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[-1, 1, Conv, [128, 3, 2]], # 3-P2/4 | ||
[-1, 1, Conv, [64, 1, 1]], | ||
[-2, 1, Conv, [64, 1, 1]], | ||
[-1, 1, Conv, [64, 3, 1]], | ||
[-1, 1, Conv, [64, 3, 1]], | ||
[-1, 1, Conv, [64, 3, 1]], | ||
[-1, 1, Conv, [64, 3, 1]], | ||
[[-1, -3, -5, -6], 1, Concat, [1]], | ||
[-1, 1, Conv, [256, 1, 1]], # 11 | ||
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[-1, 1, MP, []], | ||
[-1, 1, Conv, [128, 1, 1]], | ||
[-3, 1, Conv, [128, 1, 1]], | ||
[-1, 1, Conv, [128, 3, 2]], | ||
[[-1, -3], 1, Concat, [1]], # 16-P3/8 | ||
[-1, 1, Conv, [128, 1, 1]], | ||
[-2, 1, Conv, [128, 1, 1]], | ||
[-1, 1, Conv, [128, 3, 1]], | ||
[-1, 1, Conv, [128, 3, 1]], | ||
[-1, 1, Conv, [128, 3, 1]], | ||
[-1, 1, Conv, [128, 3, 1]], | ||
[[-1, -3, -5, -6], 1, Concat, [1]], | ||
[-1, 1, Conv, [512, 1, 1]], # 24 | ||
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[-1, 1, MP, []], | ||
[-1, 1, Conv, [256, 1, 1]], | ||
[-3, 1, Conv, [256, 1, 1]], | ||
[-1, 1, Conv, [256, 3, 2]], | ||
[[-1, -3], 1, Concat, [1]], # 29-P4/16 | ||
[-1, 1, Conv, [256, 1, 1]], | ||
[-2, 1, Conv, [256, 1, 1]], | ||
[-1, 1, Conv, [256, 3, 1]], | ||
[-1, 1, Conv, [256, 3, 1]], | ||
[-1, 1, Conv, [256, 3, 1]], | ||
[-1, 1, Conv, [256, 3, 1]], | ||
[[-1, -3, -5, -6], 1, Concat, [1]], | ||
[-1, 1, Conv, [1024, 1, 1]], # 37 | ||
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[-1, 1, MP, []], | ||
[-1, 1, Conv, [512, 1, 1]], | ||
[-3, 1, Conv, [512, 1, 1]], | ||
[-1, 1, Conv, [512, 3, 2]], | ||
[[-1, -3], 1, Concat, [1]], # 42-P5/32 | ||
[-1, 1, Conv, [256, 1, 1]], | ||
[-2, 1, Conv, [256, 1, 1]], | ||
[-1, 1, Conv, [256, 3, 1]], | ||
[-1, 1, Conv, [256, 3, 1]], | ||
[-1, 1, Conv, [256, 3, 1]], | ||
[-1, 1, Conv, [256, 3, 1]], | ||
[[-1, -3, -5, -6], 1, Concat, [1]], | ||
[-1, 1, Conv, [1024, 1, 1]], # 50 | ||
] | ||
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# yolov7 head | ||
head: | ||
[[-1, 1, SPPFCSPC, [512]], # 51 | ||
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[-1, 1, Conv, [256, 1, 1]], | ||
[-1, 1, nn.Upsample, [None, 2, 'nearest']], | ||
[37, 1, Conv, [256, 1, 1]], # route backbone P4 | ||
[[-1, -2], 1, Concat, [1]], | ||
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[-1, 1, Conv, [256, 1, 1]], | ||
[-2, 1, Conv, [256, 1, 1]], | ||
[-1, 1, Conv, [128, 3, 1]], | ||
[-1, 1, Conv, [128, 3, 1]], | ||
[-1, 1, Conv, [128, 3, 1]], | ||
[-1, 1, Conv, [128, 3, 1]], | ||
[[-1, -2, -3, -4, -5, -6], 1, Concat, [1]], | ||
[-1, 1, Conv, [256, 1, 1]], # 63 | ||
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[-1, 1, Conv, [128, 1, 1]], | ||
[-1, 1, nn.Upsample, [None, 2, 'nearest']], | ||
[24, 1, Conv, [128, 1, 1]], # route backbone P3 | ||
[[-1, -2], 1, Concat, [1]], | ||
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[-1, 1, Conv, [128, 1, 1]], | ||
[-2, 1, Conv, [128, 1, 1]], | ||
[-1, 1, Conv, [64, 3, 1]], | ||
[-1, 1, Conv, [64, 3, 1]], | ||
[-1, 1, Conv, [64, 3, 1]], | ||
[-1, 1, Conv, [64, 3, 1]], | ||
[[-1, -2, -3, -4, -5, -6], 1, Concat, [1]], | ||
[-1, 1, Conv, [128, 1, 1]], # 75 | ||
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[-1, 1, MP, []], | ||
[-1, 1, Conv, [128, 1, 1]], | ||
[-3, 1, Conv, [128, 1, 1]], | ||
[-1, 1, Conv, [128, 3, 2]], | ||
[[-1, -3, 63], 1, Concat, [1]], | ||
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[-1, 1, Conv, [256, 1, 1]], | ||
[-2, 1, Conv, [256, 1, 1]], | ||
[-1, 1, Conv, [128, 3, 1]], | ||
[-1, 1, Conv, [128, 3, 1]], | ||
[-1, 1, Conv, [128, 3, 1]], | ||
[-1, 1, Conv, [128, 3, 1]], | ||
[[-1, -2, -3, -4, -5, -6], 1, Concat, [1]], | ||
[-1, 1, Conv, [256, 1, 1]], # 88 | ||
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[-1, 1, MP, []], | ||
[-1, 1, Conv, [256, 1, 1]], | ||
[-3, 1, Conv, [256, 1, 1]], | ||
[-1, 1, Conv, [256, 3, 2]], | ||
[[-1, -3, 51], 1, Concat, [1]], | ||
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[-1, 1, Conv, [512, 1, 1]], | ||
[-2, 1, Conv, [512, 1, 1]], | ||
[-1, 1, Conv, [256, 3, 1]], | ||
[-1, 1, Conv, [256, 3, 1]], | ||
[-1, 1, Conv, [256, 3, 1]], | ||
[-1, 1, Conv, [256, 3, 1]], | ||
[[-1, -2, -3, -4, -5, -6], 1, Concat, [1]], | ||
[-1, 1, Conv, [512, 1, 1]], # 101 | ||
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[75, 1, RepConv, [256, 3, 1]], | ||
[88, 1, RepConv, [512, 3, 1]], | ||
[101, 1, RepConv, [1024, 3, 1]], | ||
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[[102,103,104], 1, IDetect, [nc, anchors]], # Detect(P3, P4, P5) | ||
] |
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