YOLOv7的Darknet53的代码是什么
时间: 2024-05-11 18:19:14 浏览: 100
yolov7 darknet 80分类原始权重的C#调用,使用opencvsharp载入weight和cfg文件。
以下是YOLOv7的Darknet53的代码:
```
# Darknet53 backbone
def darknet53(input_data):
input_data = convolutional(input_data, (3, 3, 3, 32))
input_data = convolutional(input_data, (3, 3, 32, 64), downsample=True)
for i in range(1):
input_data = residual_block(input_data, 64, 32, 64)
input_data = convolutional(input_data, (3, 3, 64, 128), downsample=True)
for i in range(2):
input_data = residual_block(input_data, 128, 64, 128)
input_data = convolutional(input_data, (3, 3, 128, 256), downsample=True)
for i in range(8):
input_data = residual_block(input_data, 256, 128, 256)
route_1 = input_data
input_data = convolutional(input_data, (3, 3, 256, 512), downsample=True)
for i in range(8):
input_data = residual_block(input_data, 512, 256, 512)
route_2 = input_data
input_data = convolutional(input_data, (3, 3, 512, 1024), downsample=True)
for i in range(4):
input_data = residual_block(input_data, 1024, 512, 1024)
return route_1, route_2, input_data
```
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