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code:《基于深度卷积神经网络的图像去噪研究》

Home Page: http://kns.cnki.net/kcms/detail/detail.aspx?filename=JSJC201703042&dbcode=CJFD&dbname=CJFD2017&v=

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cnn_image_denoising's Introduction

CNN_Image_Denoising

code:《基于深度卷积神经网络的图像去噪研究》

制作训练集

  • generateData.py 用于制作训练数据集，使用voc作为图片来源，可添加高斯、椒盐等不同程度噪声

训练去噪网络

  • cnn_denoising_train.py 训练网络，需要使用上面生成的h5数据集
  • cnn_denoising_test.py 测试
  • test_muli_image.py 测试标准图

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