基本信息
源码名称:图像处理去除噪声
源码大小:2.37KB
文件格式:.py
开发语言:Python
更新时间:2021-12-26
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   源码介绍

图像处理去除噪声

图像去除噪声,根据深度神经网络来处理噪声,有解码和编码的操作


input_img = Input(shape=(28, 28, 1,))   # N*28*28*1


x = Conv2D(32, (3, 3), padding='same', activation='relu')(input_img)
x = MaxPool2D((2, 2), padding='same')(x)
x = Conv2D(32, (3, 3), padding='same', activation='relu')(x)
encoded = MaxPool2D((2, 2), padding='same')(x)

# 7*7*32
x = Conv2D(32, (3, 3), padding='same', activation='relu')(encoded)
x = UpSampling2D((2, 2))(x)
x = Conv2D(32, (3, 3), padding='same', activation='relu')(x)
x = UpSampling2D((2, 2))(x)
decoded = Conv2D(1, (3, 3), padding='same', activation='sigmoid')(x)