phillipi/pix2pix

Image-to-image translation with conditional adversarial nets

LuaPythonMATLABTeXShellcomputer-visiondeep-learningcomputer-graphicsgenerative-adversarial-networkgandcganimage-manipulationimage-generationpix2piximage-to-image-translation
This is stars and forks stats for /phillipi/pix2pix repository. As of 29 Apr, 2024 this repository has 9676 stars and 1696 forks.

pix2pix Project | Arxiv | PyTorch Torch implementation for learning a mapping from input images to output images, for example: Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, Alexei A. Efros CVPR, 2017. On some tasks, decent results can be obtained fairly quickly and on small datasets. For example, to learn to generate facades (example shown above), we trained on just 400 images for about 2 hours (on a single Pascal Titan X GPU). However,...
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