mirror of
https://github.com/we0091234/yolov7_plate.git
synced 2025-12-24 12:57:59 +08:00
47 lines
1.5 KiB
YAML
47 lines
1.5 KiB
YAML
# parameters
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nc: 2 # number of classes
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nkpt: 4 # number of keypoints
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depth_multiple: 1.0 # model depth multiple
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width_multiple: 1.0 # layer channel multiple
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dw_conv_kpt: True
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anchors:
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- [4,5, 6,8, 10,12] # P3/8
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- [15,19, 23,30, 39,52] # P4/16
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- [72,97, 123,164, 209,297] # P5/32
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# custom backbone
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backbone:
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# [from, number, module, args]
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[ [ -1, 1, conv_bn_relu_maxpool, [ 32 ] ], # 0-P2/4
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[ -1, 1, Shuffle_Block, [ 116, 2 ] ], # 1-P3/8
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[ -1, 3, Shuffle_Block, [ 116, 1 ] ], # 2
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[ -1, 1, Shuffle_Block, [ 232, 2 ] ], # 3-P4/16
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[ -1, 7, Shuffle_Block, [ 232, 1 ] ], # 4
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[ -1, 1, Shuffle_Block, [ 464, 2 ] ], # 5-P5/32
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[ -1, 1, Shuffle_Block, [ 464, 1 ] ], # 6
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]
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# v5lite-e head
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head:
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[ [ -1, 1, Conv, [ 96, 1, 1 ] ],
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[ -1, 1, nn.Upsample, [ None, 2, 'nearest' ] ],
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[ [ -1, 4 ], 1, Concat, [ 1 ] ], # cat backbone P4
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[ -1, 1, DWConvblock, [96, 3, 1] ], # 10
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[ -1, 1, Conv, [ 96, 1, 1 ] ],
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[ -1, 1, nn.Upsample, [ None, 2, 'nearest' ] ],
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[ [ -1, 2 ], 1, Concat, [ 1 ] ], # cat backbone P3
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[ -1, 1, DWConvblock, [96, 3, 1] ], # 14 (P3/8-small)
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[-1, 1, DWConvblock, [96, 3, 2]],
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[ [ -1, 11 ], 1, ADD, [ 1 ] ], # cat head P4
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[ -1, 1, DWConvblock, [96, 3, 1] ], # 17 (P4/16-medium)
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[ -1, 1, DWConvblock, [ 96, 3, 2 ] ],
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[ [ -1, 7 ], 1, ADD, [ 1 ] ], # cat head P5
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[ -1, 1, DWConvblock, [96, 3, 1] ], # 20 (P5/32-large)
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[ [ 14, 17, 20 ], 1, IKeypoint, [nc, anchors, nkpt]], # Detect(P3, P4, P5)
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]
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