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nc: 80 |
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depth_multiple: 1.0 |
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width_multiple: 1.0 |
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anchors: |
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- [12,16, 19,36, 40,28] |
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- [36,75, 76,55, 72,146] |
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- [142,110, 192,243, 459,401] |
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backbone: |
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[[-1, 1, Conv, [40, 3, 1]], |
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[-1, 1, Conv, [80, 3, 2]], |
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[-1, 1, Conv, [80, 3, 1]], |
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|
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[-1, 1, Conv, [160, 3, 2]], |
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[-1, 1, Conv, [64, 1, 1]], |
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[-2, 1, Conv, [64, 1, 1]], |
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[-1, 1, Conv, [64, 3, 1]], |
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[-1, 1, Conv, [64, 3, 1]], |
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[-1, 1, Conv, [64, 3, 1]], |
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[-1, 1, Conv, [64, 3, 1]], |
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[-1, 1, Conv, [64, 3, 1]], |
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[-1, 1, Conv, [64, 3, 1]], |
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[[-1, -3, -5, -7, -8], 1, Concat, [1]], |
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[-1, 1, Conv, [320, 1, 1]], |
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|
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[-1, 1, MP, []], |
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[-1, 1, Conv, [160, 1, 1]], |
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[-3, 1, Conv, [160, 1, 1]], |
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[-1, 1, Conv, [160, 3, 2]], |
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[[-1, -3], 1, Concat, [1]], |
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[-1, 1, Conv, [128, 1, 1]], |
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[-2, 1, Conv, [128, 1, 1]], |
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[-1, 1, Conv, [128, 3, 1]], |
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[-1, 1, Conv, [128, 3, 1]], |
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[-1, 1, Conv, [128, 3, 1]], |
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[-1, 1, Conv, [128, 3, 1]], |
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[-1, 1, Conv, [128, 3, 1]], |
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[-1, 1, Conv, [128, 3, 1]], |
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[[-1, -3, -5, -7, -8], 1, Concat, [1]], |
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[-1, 1, Conv, [640, 1, 1]], |
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|
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[-1, 1, MP, []], |
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[-1, 1, Conv, [320, 1, 1]], |
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[-3, 1, Conv, [320, 1, 1]], |
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[-1, 1, Conv, [320, 3, 2]], |
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[[-1, -3], 1, Concat, [1]], |
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[-1, 1, Conv, [256, 1, 1]], |
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[-2, 1, Conv, [256, 1, 1]], |
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[-1, 1, Conv, [256, 3, 1]], |
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[-1, 1, Conv, [256, 3, 1]], |
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[-1, 1, Conv, [256, 3, 1]], |
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[-1, 1, Conv, [256, 3, 1]], |
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[-1, 1, Conv, [256, 3, 1]], |
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[-1, 1, Conv, [256, 3, 1]], |
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[[-1, -3, -5, -7, -8], 1, Concat, [1]], |
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[-1, 1, Conv, [1280, 1, 1]], |
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[-1, 1, MP, []], |
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[-1, 1, Conv, [640, 1, 1]], |
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[-3, 1, Conv, [640, 1, 1]], |
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[-1, 1, Conv, [640, 3, 2]], |
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[[-1, -3], 1, Concat, [1]], |
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[-1, 1, Conv, [256, 1, 1]], |
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[-2, 1, Conv, [256, 1, 1]], |
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[-1, 1, Conv, [256, 3, 1]], |
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[-1, 1, Conv, [256, 3, 1]], |
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[-1, 1, Conv, [256, 3, 1]], |
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[-1, 1, Conv, [256, 3, 1]], |
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[-1, 1, Conv, [256, 3, 1]], |
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[-1, 1, Conv, [256, 3, 1]], |
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[[-1, -3, -5, -7, -8], 1, Concat, [1]], |
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[-1, 1, Conv, [1280, 1, 1]], |
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] |
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head: |
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[[-1, 1, SPPCSPC, [640]], |
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[-1, 1, Conv, [320, 1, 1]], |
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[-1, 1, nn.Upsample, [None, 2, 'nearest']], |
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[43, 1, Conv, [320, 1, 1]], |
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[[-1, -2], 1, Concat, [1]], |
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[-1, 1, Conv, [256, 1, 1]], |
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[-2, 1, Conv, [256, 1, 1]], |
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[-1, 1, Conv, [256, 3, 1]], |
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[-1, 1, Conv, [256, 3, 1]], |
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[-1, 1, Conv, [256, 3, 1]], |
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[-1, 1, Conv, [256, 3, 1]], |
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[-1, 1, Conv, [256, 3, 1]], |
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[-1, 1, Conv, [256, 3, 1]], |
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[[-1, -3, -5, -7, -8], 1, Concat, [1]], |
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[-1, 1, Conv, [320, 1, 1]], |
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[-1, 1, Conv, [160, 1, 1]], |
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[-1, 1, nn.Upsample, [None, 2, 'nearest']], |
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[28, 1, Conv, [160, 1, 1]], |
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[[-1, -2], 1, Concat, [1]], |
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[-1, 1, Conv, [128, 1, 1]], |
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[-2, 1, Conv, [128, 1, 1]], |
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[-1, 1, Conv, [128, 3, 1]], |
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[-1, 1, Conv, [128, 3, 1]], |
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[-1, 1, Conv, [128, 3, 1]], |
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[-1, 1, Conv, [128, 3, 1]], |
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[-1, 1, Conv, [128, 3, 1]], |
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[-1, 1, Conv, [128, 3, 1]], |
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[[-1, -3, -5, -7, -8], 1, Concat, [1]], |
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[-1, 1, Conv, [160, 1, 1]], |
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|
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[-1, 1, MP, []], |
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[-1, 1, Conv, [160, 1, 1]], |
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[-3, 1, Conv, [160, 1, 1]], |
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[-1, 1, Conv, [160, 3, 2]], |
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[[-1, -3, 73], 1, Concat, [1]], |
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[-1, 1, Conv, [256, 1, 1]], |
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[-2, 1, Conv, [256, 1, 1]], |
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[-1, 1, Conv, [256, 3, 1]], |
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[-1, 1, Conv, [256, 3, 1]], |
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[-1, 1, Conv, [256, 3, 1]], |
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[-1, 1, Conv, [256, 3, 1]], |
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[-1, 1, Conv, [256, 3, 1]], |
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[-1, 1, Conv, [256, 3, 1]], |
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[[-1, -3, -5, -7, -8], 1, Concat, [1]], |
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[-1, 1, Conv, [320, 1, 1]], |
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|
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[-1, 1, MP, []], |
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[-1, 1, Conv, [320, 1, 1]], |
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[-3, 1, Conv, [320, 1, 1]], |
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[-1, 1, Conv, [320, 3, 2]], |
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[[-1, -3, 59], 1, Concat, [1]], |
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[-1, 1, Conv, [512, 1, 1]], |
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[-2, 1, Conv, [512, 1, 1]], |
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[-1, 1, Conv, [512, 3, 1]], |
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[-1, 1, Conv, [512, 3, 1]], |
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[-1, 1, Conv, [512, 3, 1]], |
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[-1, 1, Conv, [512, 3, 1]], |
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[-1, 1, Conv, [512, 3, 1]], |
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[-1, 1, Conv, [512, 3, 1]], |
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[[-1, -3, -5, -7, -8], 1, Concat, [1]], |
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[-1, 1, Conv, [640, 1, 1]], |
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[87, 1, Conv, [320, 3, 1]], |
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[102, 1, Conv, [640, 3, 1]], |
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[117, 1, Conv, [1280, 3, 1]], |
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[[118,119,120], 1, IDetect, [nc, anchors]], |
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] |
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