(shape, name)

(x, W)

(shape, name)

(net)

(net, num_filters, filter_size, strides, batch_nn=True)

(x, alpha = 0.2)

(phone, dped_dir, TRAIN_SIZE, IMAGE_SIZE)

(img1, img2, max_val=255, filter_size=11, filter_sigma=1.5, k1=0.01, k2=0.03, weights=None)

(size, sigma)

(img1, img2, max_val=255, filter_size=11, filter_sigma=1.5, k1=0.01, k2=0.03)

(net, out_channels, filter_size, transpose=False)

(input, weights, bias)

(input)

(kernlen=21, nsig=3, channels=1)

(phone, dped_dir, IMAGE_SIZE)

(input_image)

(tensor)

(image_)

(x)

(image, resolution, phone, res_sizes)

()

(res_sizes, phone, resolution)

(x)

(path_to_vgg_net, input_image)

(image)

(arguments)

(arguments)