Spaces:
Runtime error
Runtime error
| # parameters | |
| nc: 1 # number of classes | |
| depth_multiple: 1.0 # model depth multiple | |
| width_multiple: 1.0 # layer channel multiple | |
| # anchors | |
| anchors: | |
| - [5,6, 10,13, 21,26] # P3/8 | |
| - [55,72, 225,304, 438,553] # P4/16 | |
| # YOLOv5 backbone | |
| backbone: | |
| # [from, number, module, args] | |
| [[-1, 1, Conv, [24, 3, 2]], # 0-P1/2 | |
| [-1, 2, BlazeBlock, [24]], # 1 | |
| [-1, 1, BlazeBlock, [48, None, 2]], # 2-P2/4 | |
| [-1, 2, BlazeBlock, [48]], # 3 | |
| [-1, 1, DoubleBlazeBlock, [96, 24, 2]], # 4-P3/8 | |
| [-1, 2, DoubleBlazeBlock, [96, 24]], # 5 | |
| [-1, 1, DoubleBlazeBlock, [96, 24, 2]], # 6-P4/16 | |
| [-1, 2, DoubleBlazeBlock, [96, 24]], # 7 | |
| ] | |
| # YOLOv5 head | |
| head: | |
| [[-1, 1, Conv, [64, 1, 1]], # 8 (P4/32-large) | |
| [-1, 1, nn.Upsample, [None, 2, 'nearest']], | |
| [[-1, 5], 1, Concat, [1]], # cat backbone P3 | |
| [-1, 1, Conv, [64, 1, 1]], # 11 (P3/8-medium) | |
| [[11, 8], 1, Detect, [nc, anchors]], # Detect(P3, P4) | |
| ] | |