SRResNet.py 文件源码

def upscale(input,filters,kernel_size):#128 64 64
    conv_1=Conv2D(filters,(kernel_size, kernel_size), padding='same',kernel_initializer='glorot_uniform')(x)
    upscale_1=UpSampling2D(size=(2, 2))(conv_1)
    relu_1 = LeakyReLU(alpha=0.25)(upscale_1)
    conv_2=Conv2D(filters,(kernel_size, kernel_size), padding='same',kernel_initializer='glorot_uniform')(relu_1)
    upscale_2=UpSampling2D(size=(2, 2))(conv_2)
    relu_2 = LeakyReLU(alpha=0.25)(upscale_2)
    return relu_2