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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: 3 |
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backbone: |
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[[-1, 1, Focus, [64, 3]], |
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[-1, 1, Conv, [128, 3, 2]], |
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[-1, 3, C3, [128]], |
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[-1, 1, Conv, [256, 3, 2]], |
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[-1, 9, C3, [256]], |
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[-1, 1, Conv, [512, 3, 2]], |
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[-1, 9, C3, [512]], |
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[-1, 1, Conv, [768, 3, 2]], |
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[-1, 3, C3, [768]], |
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[-1, 1, Conv, [1024, 3, 2]], |
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[-1, 3, C3, [1024]], |
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[-1, 1, Conv, [1280, 3, 2]], |
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[-1, 1, SPP, [1280, [3, 5]]], |
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[-1, 3, C3, [1280, False]], |
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] |
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head: |
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[[-1, 1, Conv, [1024, 1, 1]], |
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[-1, 1, nn.Upsample, [None, 2, 'nearest']], |
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[[-1, 10], 1, Concat, [1]], |
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[-1, 3, C3, [1024, False]], |
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[-1, 1, Conv, [768, 1, 1]], |
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[-1, 1, nn.Upsample, [None, 2, 'nearest']], |
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[[-1, 8], 1, Concat, [1]], |
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[-1, 3, C3, [768, False]], |
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[-1, 1, Conv, [512, 1, 1]], |
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[-1, 1, nn.Upsample, [None, 2, 'nearest']], |
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[[-1, 6], 1, Concat, [1]], |
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[-1, 3, C3, [512, False]], |
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[-1, 1, Conv, [256, 1, 1]], |
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[-1, 1, nn.Upsample, [None, 2, 'nearest']], |
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[[-1, 4], 1, Concat, [1]], |
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[-1, 3, C3, [256, False]], |
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[-1, 1, Conv, [256, 3, 2]], |
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[[-1, 26], 1, Concat, [1]], |
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[-1, 3, C3, [512, False]], |
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[-1, 1, Conv, [512, 3, 2]], |
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[[-1, 22], 1, Concat, [1]], |
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[-1, 3, C3, [768, False]], |
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[-1, 1, Conv, [768, 3, 2]], |
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[[-1, 18], 1, Concat, [1]], |
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[-1, 3, C3, [1024, False]], |
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[-1, 1, Conv, [1024, 3, 2]], |
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[[-1, 14], 1, Concat, [1]], |
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[-1, 3, C3, [1280, False]], |
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[[29, 32, 35, 38, 41], 1, Detect, [nc, anchors]], |
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] |
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