yolov7 / config.json
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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, "Conv", [32, 3, 1]],
[-1, 1, "Conv", [64, 3, 2]],
[-1, 1, "Conv", [64, 3, 1]],
[-1, 1, "Conv", [128, 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, -3, -5, -6], 1, "Concat", [1]],
[-1, 1, "Conv", [256, 1, 1]],
[-1, 1, "MP", []],
[-1, 1, "Conv", [128, 1, 1]],
[-3, 1, "Conv", [128, 1, 1]],
[-1, 1, "Conv", [128, 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, -3, -5, -6], 1, "Concat", [1]],
[-1, 1, "Conv", [512, 1, 1]],
[-1, 1, "MP", []],
[-1, 1, "Conv", [256, 1, 1]],
[-3, 1, "Conv", [256, 1, 1]],
[-1, 1, "Conv", [256, 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, -3, -5, -6], 1, "Concat", [1]],
[-1, 1, "Conv", [1024, 1, 1]],
[-1, 1, "MP", []],
[-1, 1, "Conv", [512, 1, 1]],
[-3, 1, "Conv", [512, 1, 1]],
[-1, 1, "Conv", [512, 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, -3, -5, -6], 1, "Concat", [1]],
[-1, 1, "Conv", [512, 1, 1]],
[75, 1, "RepConv", [256, 3, 1]],
[88, 1, "RepConv", [512, 3, 1]],
[101, 1, "RepConv", [1024, 3, 1]],
[[102, 103, 104], 1, "Detect", [80, [12, 16, 19, 36, 40, 28, 36, 75, 76, 55, 72, 146, 142, 110, 192, 243, 459, 401]]]
],
"model_type": "yolov7"
}