Deep Learning, Image Processing, Convolutional Network, Machine Learning, Artificial Intelligence.
trained with L2 as a loss. Image from DIV2K dataset When optimising for the L2 loss (i.e., mean squared difference between the generated image and the ground truth), resultant images are often blurry and hence not very visually pleasing. Instead, we want a perceptual loss function, optimizing for