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- nc: 80
- depth_multiple: 1.0
- width_multiple: 1.0
- anchors:
- - [12,16, 19,36, 40,28]
- - [36,75, 76,55, 72,146]
- - [142,110, 192,243, 459,401]
- backbone:
-
- [[-1, 1, Stem, [128]],
- [-1, 3, ResXCSPC, [128]],
- [-1, 1, Conv, [256, 3, 2]],
- [-1, 4, ResXCSPC, [256]],
- [-1, 1, Conv, [512, 3, 2]],
- [-1, 6, ResXCSPC, [512]],
- [-1, 1, Conv, [1024, 3, 2]],
- [-1, 3, ResXCSPC, [1024]],
- ]
- head:
- [[-1, 1, SPPCSPC, [512]],
- [-1, 1, Conv, [256, 1, 1]],
- [-1, 1, nn.Upsample, [None, 2, 'nearest']],
- [5, 1, Conv, [256, 1, 1]],
- [[-1, -2], 1, Concat, [1]],
- [-1, 2, ResXCSPB, [256]],
- [-1, 1, Conv, [128, 1, 1]],
- [-1, 1, nn.Upsample, [None, 2, 'nearest']],
- [3, 1, Conv, [128, 1, 1]],
- [[-1, -2], 1, Concat, [1]],
- [-1, 2, ResXCSPB, [128]],
- [-1, 1, Conv, [256, 3, 1]],
- [-2, 1, Conv, [256, 3, 2]],
- [[-1, 13], 1, Concat, [1]],
- [-1, 2, ResXCSPB, [256]],
- [-1, 1, Conv, [512, 3, 1]],
- [-2, 1, Conv, [512, 3, 2]],
- [[-1, 8], 1, Concat, [1]],
- [-1, 2, ResXCSPB, [512]],
- [-1, 1, Conv, [1024, 3, 1]],
- [[19,23,27], 1, IDetect, [nc, anchors]],
- ]
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