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act: nn.ReLU() |
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nc: 80 |
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scales: |
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n: [0.33, 0.25, 1024] |
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s: [0.33, 0.50, 1024] |
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m: [0.67, 0.75, 768] |
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l: [1.00, 1.00, 512] |
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x: [1.00, 1.25, 512] |
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backbone: |
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- [-1, 1, Conv, [64, 3, 2]] |
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- [-1, 1, Conv, [128, 3, 2]] |
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- [-1, 6, Conv, [128, 3, 1]] |
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- [-1, 1, Conv, [256, 3, 2]] |
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- [-1, 12, Conv, [256, 3, 1]] |
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- [-1, 1, Conv, [512, 3, 2]] |
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- [-1, 18, Conv, [512, 3, 1]] |
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- [-1, 1, Conv, [1024, 3, 2]] |
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- [-1, 6, Conv, [1024, 3, 1]] |
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- [-1, 1, SPPF, [1024, 5]] |
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head: |
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- [-1, 1, Conv, [256, 1, 1]] |
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- [-1, 1, nn.ConvTranspose2d, [256, 2, 2, 0]] |
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- [[-1, 6], 1, Concat, [1]] |
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- [-1, 1, Conv, [256, 3, 1]] |
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- [-1, 9, Conv, [256, 3, 1]] |
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- [-1, 1, Conv, [128, 1, 1]] |
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- [-1, 1, nn.ConvTranspose2d, [128, 2, 2, 0]] |
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- [[-1, 4], 1, Concat, [1]] |
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- [-1, 1, Conv, [128, 3, 1]] |
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- [-1, 9, Conv, [128, 3, 1]] |
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- [-1, 1, Conv, [128, 3, 2]] |
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- [[-1, 15], 1, Concat, [1]] |
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- [-1, 1, Conv, [256, 3, 1]] |
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- [-1, 9, Conv, [256, 3, 1]] |
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- [-1, 1, Conv, [256, 3, 2]] |
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- [[-1, 10], 1, Concat, [1]] |
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- [-1, 1, Conv, [512, 3, 1]] |
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- [-1, 9, Conv, [512, 3, 1]] |
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- [[19, 23, 27], 1, Detect, [nc]] |
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