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- nc: 80
- depth_multiple: 1.0
- width_multiple: 1.0
- anchors:
- - [10,13, 16,30, 33,23]
- - [30,61, 62,45, 59,119]
- - [116,90, 156,198, 373,326]
- backbone:
-
- [[-1, 1, Conv, [32, 3, 2, None, 1, nn.LeakyReLU(0.1)]],
-
- [-1, 1, Conv, [64, 3, 2, None, 1, nn.LeakyReLU(0.1)]],
-
- [-1, 1, Conv, [32, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
- [-2, 1, Conv, [32, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
- [-1, 1, Conv, [32, 3, 1, None, 1, nn.LeakyReLU(0.1)]],
- [-1, 1, Conv, [32, 3, 1, None, 1, nn.LeakyReLU(0.1)]],
- [[-1, -2, -3, -4], 1, Concat, [1]],
- [-1, 1, Conv, [64, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
-
- [-1, 1, MP, []],
- [-1, 1, Conv, [64, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
- [-2, 1, Conv, [64, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
- [-1, 1, Conv, [64, 3, 1, None, 1, nn.LeakyReLU(0.1)]],
- [-1, 1, Conv, [64, 3, 1, None, 1, nn.LeakyReLU(0.1)]],
- [[-1, -2, -3, -4], 1, Concat, [1]],
- [-1, 1, Conv, [128, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
-
- [-1, 1, MP, []],
- [-1, 1, Conv, [128, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
- [-2, 1, Conv, [128, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
- [-1, 1, Conv, [128, 3, 1, None, 1, nn.LeakyReLU(0.1)]],
- [-1, 1, Conv, [128, 3, 1, None, 1, nn.LeakyReLU(0.1)]],
- [[-1, -2, -3, -4], 1, Concat, [1]],
- [-1, 1, Conv, [256, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
-
- [-1, 1, MP, []],
- [-1, 1, Conv, [256, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
- [-2, 1, Conv, [256, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
- [-1, 1, Conv, [256, 3, 1, None, 1, nn.LeakyReLU(0.1)]],
- [-1, 1, Conv, [256, 3, 1, None, 1, nn.LeakyReLU(0.1)]],
- [[-1, -2, -3, -4], 1, Concat, [1]],
- [-1, 1, Conv, [512, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
- ]
- head:
- [[-1, 1, Conv, [256, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
- [-2, 1, Conv, [256, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
- [-1, 1, SP, [5]],
- [-2, 1, SP, [9]],
- [-3, 1, SP, [13]],
- [[-1, -2, -3, -4], 1, Concat, [1]],
- [-1, 1, Conv, [256, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
- [[-1, -7], 1, Concat, [1]],
- [-1, 1, Conv, [256, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
-
- [-1, 1, Conv, [128, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
- [-1, 1, nn.Upsample, [None, 2, 'nearest']],
- [21, 1, Conv, [128, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
- [[-1, -2], 1, Concat, [1]],
-
- [-1, 1, Conv, [64, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
- [-2, 1, Conv, [64, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
- [-1, 1, Conv, [64, 3, 1, None, 1, nn.LeakyReLU(0.1)]],
- [-1, 1, Conv, [64, 3, 1, None, 1, nn.LeakyReLU(0.1)]],
- [[-1, -2, -3, -4], 1, Concat, [1]],
- [-1, 1, Conv, [128, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
-
- [-1, 1, Conv, [64, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
- [-1, 1, nn.Upsample, [None, 2, 'nearest']],
- [14, 1, Conv, [64, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
- [[-1, -2], 1, Concat, [1]],
-
- [-1, 1, Conv, [32, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
- [-2, 1, Conv, [32, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
- [-1, 1, Conv, [32, 3, 1, None, 1, nn.LeakyReLU(0.1)]],
- [-1, 1, Conv, [32, 3, 1, None, 1, nn.LeakyReLU(0.1)]],
- [[-1, -2, -3, -4], 1, Concat, [1]],
- [-1, 1, Conv, [64, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
-
- [-1, 1, Conv, [128, 3, 2, None, 1, nn.LeakyReLU(0.1)]],
- [[-1, 47], 1, Concat, [1]],
-
- [-1, 1, Conv, [64, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
- [-2, 1, Conv, [64, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
- [-1, 1, Conv, [64, 3, 1, None, 1, nn.LeakyReLU(0.1)]],
- [-1, 1, Conv, [64, 3, 1, None, 1, nn.LeakyReLU(0.1)]],
- [[-1, -2, -3, -4], 1, Concat, [1]],
- [-1, 1, Conv, [128, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
-
- [-1, 1, Conv, [256, 3, 2, None, 1, nn.LeakyReLU(0.1)]],
- [[-1, 37], 1, Concat, [1]],
-
- [-1, 1, Conv, [128, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
- [-2, 1, Conv, [128, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
- [-1, 1, Conv, [128, 3, 1, None, 1, nn.LeakyReLU(0.1)]],
- [-1, 1, Conv, [128, 3, 1, None, 1, nn.LeakyReLU(0.1)]],
- [[-1, -2, -3, -4], 1, Concat, [1]],
- [-1, 1, Conv, [256, 1, 1, None, 1, nn.LeakyReLU(0.1)]],
-
- [57, 1, Conv, [128, 3, 1, None, 1, nn.LeakyReLU(0.1)]],
- [65, 1, Conv, [256, 3, 1, None, 1, nn.LeakyReLU(0.1)]],
- [73, 1, Conv, [512, 3, 1, None, 1, nn.LeakyReLU(0.1)]],
- [[74,75,76], 1, IDetect, [nc, anchors]],
- ]
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