The pix2pix architecture is similar to GAN, but the purpose is not to generate simulated images, but to use supervised learning to output the image style learned by the original image. For example: conversion of grayscale to color, edge map conversion to photo, map conversion to satellite map and other applications.

Document Download:

https://d.leaderg.com/pdf/Pix2Pix.pdf

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