/pix2pixHD

2048x1024 image synthesis and mainpulation with conditional GANs





pix2pixHD

Pytorch implementation for high-resolution (e.g. 2048x1024) photorealistic image-to-image translation, for example, turning semantic label maps into photo-realistic images, or synthesizing portraits from face label maps.

High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs
Ting-Chun Wang1, Ming-Yu Liu1, Jun-Yan Zhu2, Andrew Tao1, Jan Kautz1, Bryan Catanzaro1
1NVIDIA Corporation, 2UC Berkeley
In arxiv, 2017.

Release notice

The code is ready to publish but still under final approval process. It should be approved in a couple of days.
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Image-to-image translation at 2k/1k resolution

  • Our label-to-streetview results

- Interactive editing results

- Additional streetview results

  • Label-to-face and interactive editing results

  • Our editing interface