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nc: 1 |
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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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- [6,7, 9,11, 13,16] |
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- [18,23, 26,33, 37,47] |
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- [54,67, 77,104, 112,154] |
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- [174,238, 258,355, 445,568] |
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backbone: |
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|
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[[-1, 1, StemBlock, [32, 3, 2]], |
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[-1, 1, ShuffleV2Block, [128, 2]], |
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[-1, 3, ShuffleV2Block, [128, 1]], |
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[-1, 1, ShuffleV2Block, [256, 2]], |
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[-1, 7, ShuffleV2Block, [256, 1]], |
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[-1, 1, ShuffleV2Block, [384, 2]], |
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[-1, 3, ShuffleV2Block, [384, 1]], |
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[-1, 1, ShuffleV2Block, [512, 2]], |
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[-1, 3, ShuffleV2Block, [512, 1]], |
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] |
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head: |
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[[-1, 1, Conv, [128, 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, 1, C3, [128, False]], |
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|
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[-1, 1, Conv, [128, 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, 1, C3, [128, False]], |
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|
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[-1, 1, Conv, [128, 1, 1]], |
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[-1, 1, nn.Upsample, [None, 2, 'nearest']], |
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[[-1, 2], 1, Concat, [1]], |
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[-1, 1, C3, [128, False]], |
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|
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[-1, 1, Conv, [128, 3, 2]], |
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[[-1, 17], 1, Concat, [1]], |
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[-1, 1, C3, [128, False]], |
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|
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[-1, 1, Conv, [128, 3, 2]], |
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[[-1, 13], 1, Concat, [1]], |
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[-1, 1, C3, [128, False]], |
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|
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[-1, 1, Conv, [128, 3, 2]], |
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[[-1, 9], 1, Concat, [1]], |
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[-1, 1, C3, [128, False]], |
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|
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[[20, 23, 26, 29], 1, Detect, [nc, anchors]], |
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] |
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