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- nc: 80
- depth_multiple: 1.0
- width_multiple: 1.0
- anchors:
- - [ 19,27, 44,40, 38,94 ]
- - [ 96,68, 86,152, 180,137 ]
- - [ 140,301, 303,264, 238,542 ]
- - [ 436,615, 739,380, 925,792 ]
- backbone:
-
- [[-1, 1, ReOrg, []],
- [-1, 1, Conv, [80, 3, 1]],
-
- [-1, 1, DownC, [160]],
- [-1, 1, Conv, [64, 1, 1]],
- [-2, 1, Conv, [64, 1, 1]],
- [-1, 1, Conv, [64, 3, 1]],
- [-1, 1, Conv, [64, 3, 1]],
- [-1, 1, Conv, [64, 3, 1]],
- [-1, 1, Conv, [64, 3, 1]],
- [-1, 1, Conv, [64, 3, 1]],
- [-1, 1, Conv, [64, 3, 1]],
- [[-1, -3, -5, -7, -8], 1, Concat, [1]],
- [-1, 1, Conv, [160, 1, 1]],
-
- [-1, 1, DownC, [320]],
- [-1, 1, Conv, [128, 1, 1]],
- [-2, 1, Conv, [128, 1, 1]],
- [-1, 1, Conv, [128, 3, 1]],
- [-1, 1, Conv, [128, 3, 1]],
- [-1, 1, Conv, [128, 3, 1]],
- [-1, 1, Conv, [128, 3, 1]],
- [-1, 1, Conv, [128, 3, 1]],
- [-1, 1, Conv, [128, 3, 1]],
- [[-1, -3, -5, -7, -8], 1, Concat, [1]],
- [-1, 1, Conv, [320, 1, 1]],
-
- [-1, 1, DownC, [640]],
- [-1, 1, Conv, [256, 1, 1]],
- [-2, 1, Conv, [256, 1, 1]],
- [-1, 1, Conv, [256, 3, 1]],
- [-1, 1, Conv, [256, 3, 1]],
- [-1, 1, Conv, [256, 3, 1]],
- [-1, 1, Conv, [256, 3, 1]],
- [-1, 1, Conv, [256, 3, 1]],
- [-1, 1, Conv, [256, 3, 1]],
- [[-1, -3, -5, -7, -8], 1, Concat, [1]],
- [-1, 1, Conv, [640, 1, 1]],
-
- [-1, 1, DownC, [960]],
- [-1, 1, Conv, [384, 1, 1]],
- [-2, 1, Conv, [384, 1, 1]],
- [-1, 1, Conv, [384, 3, 1]],
- [-1, 1, Conv, [384, 3, 1]],
- [-1, 1, Conv, [384, 3, 1]],
- [-1, 1, Conv, [384, 3, 1]],
- [-1, 1, Conv, [384, 3, 1]],
- [-1, 1, Conv, [384, 3, 1]],
- [[-1, -3, -5, -7, -8], 1, Concat, [1]],
- [-1, 1, Conv, [960, 1, 1]],
-
- [-1, 1, DownC, [1280]],
- [-1, 1, Conv, [512, 1, 1]],
- [-2, 1, Conv, [512, 1, 1]],
- [-1, 1, Conv, [512, 3, 1]],
- [-1, 1, Conv, [512, 3, 1]],
- [-1, 1, Conv, [512, 3, 1]],
- [-1, 1, Conv, [512, 3, 1]],
- [-1, 1, Conv, [512, 3, 1]],
- [-1, 1, Conv, [512, 3, 1]],
- [[-1, -3, -5, -7, -8], 1, Concat, [1]],
- [-1, 1, Conv, [1280, 1, 1]],
- ]
- head:
- [[-1, 1, SPPCSPC, [640]],
-
- [-1, 1, Conv, [480, 1, 1]],
- [-1, 1, nn.Upsample, [None, 2, 'nearest']],
- [45, 1, Conv, [480, 1, 1]],
- [[-1, -2], 1, Concat, [1]],
-
- [-1, 1, Conv, [384, 1, 1]],
- [-2, 1, Conv, [384, 1, 1]],
- [-1, 1, Conv, [192, 3, 1]],
- [-1, 1, Conv, [192, 3, 1]],
- [-1, 1, Conv, [192, 3, 1]],
- [-1, 1, Conv, [192, 3, 1]],
- [-1, 1, Conv, [192, 3, 1]],
- [-1, 1, Conv, [192, 3, 1]],
- [[-1, -2, -3, -4, -5, -6, -7, -8], 1, Concat, [1]],
- [-1, 1, Conv, [480, 1, 1]],
-
- [-1, 1, Conv, [320, 1, 1]],
- [-1, 1, nn.Upsample, [None, 2, 'nearest']],
- [34, 1, Conv, [320, 1, 1]],
- [[-1, -2], 1, Concat, [1]],
-
- [-1, 1, Conv, [256, 1, 1]],
- [-2, 1, Conv, [256, 1, 1]],
- [-1, 1, Conv, [128, 3, 1]],
- [-1, 1, Conv, [128, 3, 1]],
- [-1, 1, Conv, [128, 3, 1]],
- [-1, 1, Conv, [128, 3, 1]],
- [-1, 1, Conv, [128, 3, 1]],
- [-1, 1, Conv, [128, 3, 1]],
- [[-1, -2, -3, -4, -5, -6, -7, -8], 1, Concat, [1]],
- [-1, 1, Conv, [320, 1, 1]],
-
- [-1, 1, Conv, [160, 1, 1]],
- [-1, 1, nn.Upsample, [None, 2, 'nearest']],
- [23, 1, Conv, [160, 1, 1]],
- [[-1, -2], 1, Concat, [1]],
-
- [-1, 1, Conv, [128, 1, 1]],
- [-2, 1, Conv, [128, 1, 1]],
- [-1, 1, Conv, [64, 3, 1]],
- [-1, 1, Conv, [64, 3, 1]],
- [-1, 1, Conv, [64, 3, 1]],
- [-1, 1, Conv, [64, 3, 1]],
- [-1, 1, Conv, [64, 3, 1]],
- [-1, 1, Conv, [64, 3, 1]],
- [[-1, -2, -3, -4, -5, -6, -7, -8], 1, Concat, [1]],
- [-1, 1, Conv, [160, 1, 1]],
-
- [-1, 1, DownC, [320]],
- [[-1, 85], 1, Concat, [1]],
-
- [-1, 1, Conv, [256, 1, 1]],
- [-2, 1, Conv, [256, 1, 1]],
- [-1, 1, Conv, [128, 3, 1]],
- [-1, 1, Conv, [128, 3, 1]],
- [-1, 1, Conv, [128, 3, 1]],
- [-1, 1, Conv, [128, 3, 1]],
- [-1, 1, Conv, [128, 3, 1]],
- [-1, 1, Conv, [128, 3, 1]],
- [[-1, -2, -3, -4, -5, -6, -7, -8], 1, Concat, [1]],
- [-1, 1, Conv, [320, 1, 1]],
-
- [-1, 1, DownC, [480]],
- [[-1, 71], 1, Concat, [1]],
-
- [-1, 1, Conv, [384, 1, 1]],
- [-2, 1, Conv, [384, 1, 1]],
- [-1, 1, Conv, [192, 3, 1]],
- [-1, 1, Conv, [192, 3, 1]],
- [-1, 1, Conv, [192, 3, 1]],
- [-1, 1, Conv, [192, 3, 1]],
- [-1, 1, Conv, [192, 3, 1]],
- [-1, 1, Conv, [192, 3, 1]],
- [[-1, -2, -3, -4, -5, -6, -7, -8], 1, Concat, [1]],
- [-1, 1, Conv, [480, 1, 1]],
-
- [-1, 1, DownC, [640]],
- [[-1, 57], 1, Concat, [1]],
-
- [-1, 1, Conv, [512, 1, 1]],
- [-2, 1, Conv, [512, 1, 1]],
- [-1, 1, Conv, [256, 3, 1]],
- [-1, 1, Conv, [256, 3, 1]],
- [-1, 1, Conv, [256, 3, 1]],
- [-1, 1, Conv, [256, 3, 1]],
- [-1, 1, Conv, [256, 3, 1]],
- [-1, 1, Conv, [256, 3, 1]],
- [[-1, -2, -3, -4, -5, -6, -7, -8], 1, Concat, [1]],
- [-1, 1, Conv, [640, 1, 1]],
-
- [99, 1, Conv, [320, 3, 1]],
- [111, 1, Conv, [640, 3, 1]],
- [123, 1, Conv, [960, 3, 1]],
- [135, 1, Conv, [1280, 3, 1]],
- [[136,137,138,139], 1, Detect, [nc, anchors]],
- ]
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