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+<img src='imgs/teaser_720.gif' align="right" width=360>

+

+<br><br><br><br>

+

+# pix2pixHD

+### [[Project]](https://tcwang0509.github.io/pix2pixHD/) [[Paper]](https://arxiv.org/) <br>

+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. <br><br>

+[High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs](https://tcwang0509.github.io/pix2pixHD/)  

+ Ting-Chun Wang<sup>1</sup>, Ming-Yu Liu<sup>1</sup>, Jun-Yan Zhu<sup>2</sup>, Andrew Tao<sup>1</sup>, Jan Kautz<sup>1</sup>, Bryan Catanzaro<sup>1</sup>  

+ <sup>1</sup>NVIDIA Corporation, <sup>2</sup>UC Berkeley  

+ In arxiv, 2017.  

+

+## Release notice

+Due to some unexpected delay, we have not got the approval from NVIDIA to release the code yet.<br>

+We are working on it and it should be resolved in a couple of days.<br>

+If you want to get notified once the code is released, please subscribe [here](https://tcwang0509.github.io/pix2pixHD/subscribe.html)

+

+## Image-to-image translation at 2k/1k resolution

+- Our label-to-streetview results

+<p align='center'>  

+  <img src='imgs/teaser_label.png' width='440'/>

+  <img src='imgs/teaser_ours.jpg' width='440'/>

+</p>

+- Interactive editing results

+<p align='center'>  

+  <img src='imgs/teaser_style.gif' width='440'/>

+  <img src='imgs/teaser_label.gif' width='440'/>

+</p>

+- Additional streetview results

+<p align='center'>

+  <img src='imgs/cityscapes_1.jpg' width='440'/>

+  <img src='imgs/cityscapes_2.jpg' width='440'/>

+</p>

+<p align='center'>

+  <img src='imgs/cityscapes_3.jpg' width='440'/>

+  <img src='imgs/cityscapes_4.jpg' width='440'/>

+</p>

+

+- Label-to-face and interactive editing results

+<p align='center'>

+  <img src='imgs/face1_1.jpg' width='290'/>

+  <img src='imgs/face1_2.jpg' width='290'/>

+  <img src='imgs/face1_3.jpg' width='290'/>

+</p>

+<p align='center'>

+  <img src='imgs/face2_1.jpg' width='290'/>

+  <img src='imgs/face2_2.jpg' width='290'/>

+  <img src='imgs/face2_3.jpg' width='290'/>

+</p>

+

+- Our editing interface

+<p align='center'>

+  <img src='imgs/city_short.gif' width='380'/>

+  <img src='imgs/face_short.gif' width='490'/>

+</p>

diff --git a/imgs/city_short.gif b/imgs/city_short.gif
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diff --git a/imgs/face2_1.jpg b/imgs/face2_1.jpg
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diff --git a/imgs/teaser_label.gif b/imgs/teaser_label.gif
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diff --git a/imgs/teaser_ours.jpg b/imgs/teaser_ours.jpg
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diff --git a/imgs/teaser_style.gif b/imgs/teaser_style.gif
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