环境：Pytorch1.9.1
DnCNN文件为DnCNN模型
The final assignment文件DUDnCNN模型(网络中的注释打开为其添加注意力机制)
BSDS300和BSDS500数据集需要人工添加噪声，polyU数据集为自然噪声
数据文件夹中包含去噪的结果
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