123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156 |
- nc: 3
- 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, Conv, [40, 3, 1]],
-
- [-1, 1, Conv, [80, 3, 2]],
- [-1, 1, Conv, [80, 3, 1]],
-
- [-1, 1, Conv, [160, 3, 2]],
- [-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, [320, 1, 1]],
-
- [-1, 1, MP, []],
- [-1, 1, Conv, [160, 1, 1]],
- [-3, 1, Conv, [160, 1, 1]],
- [-1, 1, Conv, [160, 3, 2]],
- [[-1, -3], 1, Concat, [1]],
- [-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, [640, 1, 1]],
-
- [-1, 1, MP, []],
- [-1, 1, Conv, [320, 1, 1]],
- [-3, 1, Conv, [320, 1, 1]],
- [-1, 1, Conv, [320, 3, 2]],
- [[-1, -3], 1, Concat, [1]],
- [-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, [1280, 1, 1]],
-
- [-1, 1, MP, []],
- [-1, 1, Conv, [640, 1, 1]],
- [-3, 1, Conv, [640, 1, 1]],
- [-1, 1, Conv, [640, 3, 2]],
- [[-1, -3], 1, Concat, [1]],
- [-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, [1280, 1, 1]],
- ]
- head:
- [[-1, 1, SPPCSPC, [640]],
-
- [-1, 1, Conv, [320, 1, 1]],
- [-1, 1, nn.Upsample, [None, 2, 'nearest']],
- [43, 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, [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, [320, 1, 1]],
-
- [-1, 1, Conv, [160, 1, 1]],
- [-1, 1, nn.Upsample, [None, 2, 'nearest']],
- [28, 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, [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, [160, 1, 1]],
-
- [-1, 1, MP, []],
- [-1, 1, Conv, [160, 1, 1]],
- [-3, 1, Conv, [160, 1, 1]],
- [-1, 1, Conv, [160, 3, 2]],
- [[-1, -3, 73], 1, Concat, [1]],
-
- [-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, [320, 1, 1]],
-
- [-1, 1, MP, []],
- [-1, 1, Conv, [320, 1, 1]],
- [-3, 1, Conv, [320, 1, 1]],
- [-1, 1, Conv, [320, 3, 2]],
- [[-1, -3, 59], 1, Concat, [1]],
-
- [-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, [640, 1, 1]],
-
- [87, 1, Conv, [320, 3, 1]],
- [102, 1, Conv, [640, 3, 1]],
- [117, 1, Conv, [1280, 3, 1]],
- [[118,119,120], 1, Detect, [nc, anchors]],
- ]
|