1.SOCA moudle结构图

2，YOLOv5,YOLOv7改进之结合​SOCA

1.配置common.py文件

#SOCA moudle 单幅图像超分辨率
class Covpool(Function):
     @staticmethod
     def forward(ctx, input):
         x = input
         batchSize = x.data.shape[0]
         dim = x.data.shape[1]
         h = x.data.shape[2]
         w = x.data.shape[3]
         M = h*w
         x = x.reshape(batchSize,dim,M)
         I_hat = (-1./M/M)*torch.ones(M,M,device = x.devi