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1.WHAT IS DL?
DL is a branch of ML that uses deep neural networks. When it comes to computer vision, DL is the most powerful tool for image generation and editing today.
2.HOW DL IS WORKING?
Today’s DL models can create realistic photos from scratch in a particular artist’s style, make images look older or younger than they actually are, and use text descriptions with generation-leading text attention mechanisms.
3.WHICH WAY IT IS WORKING?
Image editing models have traditionally been aimed at a single editing task, typically style transfer. Other methods encode the image into vectors in the latent space and manipulate these latent vectors to apply transformations.