Deep Learning, Machine Learning, Neural Networks, Computer Vision, Artificial Intelligence.
cases, although the images are very similar, pixel-wise loss functions will output a large error value. The perceptual loss function, on the other hand, compare high-level perceptual and semantic differences between images. Consider an image classification network such as the VGG, having been