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 This is our ongoing PyTorch implementation for both unpaired and paired image-to-image translation. Check out the original [CycleGAN Torch](https://github.com/junyanz/CycleGAN) and [pix2pix Torch](https://github.com/phillipi/pix2pix)  if you would like to reproduce the exact results in the paper. The code was written by [Jun-Yan Zhu](https://github.com/junyanz) and [Taesung Park](https://github.com/taesung89).  
 
 
-### CycleGAN: [[Project]](https://junyanz.github.io/CycleGAN/) [[Paper]](https://arxiv.org/pdf/1703.10593.pdf) [[Torch]](https://github.com/junyanz/CycleGAN)
+#### CycleGAN: [[Project]](https://junyanz.github.io/CycleGAN/) [[Paper]](https://arxiv.org/pdf/1703.10593.pdf) [[Torch]](https://github.com/junyanz/CycleGAN)
 <img src="https://junyanz.github.io/CycleGAN/images/teaser_high_res.jpg" width="800"/>
 
-### Pix2pix:  [[Project]](https://phillipi.github.io/pix2pix/) [[Paper]](https://arxiv.org/pdf/1611.07004v1.pdf) [[Torch]](https://github.com/phillipi/pix2pix)
+#### Pix2pix:  [[Project]](https://phillipi.github.io/pix2pix/) [[Paper]](https://arxiv.org/pdf/1611.07004v1.pdf) [[Torch]](https://github.com/phillipi/pix2pix)
 
 <img src="https://phillipi.github.io/pix2pix/images/teaser_v3.png" width="1000px"/>
 
-### EdgesCats: [[Demo]](https://affinelayer.com/pixsrv/) [[Twitter]](https://twitter.com/search?vertical=default&q=pix2pix&src=typd) [[pix2pix-tensorflow]](https://github.com/affinelayer/pix2pix-tensorflow)
+#### [[EdgesCats Demo]](https://affinelayer.com/pixsrv/)  [[pix2pix-tensorflow]](https://github.com/affinelayer/pix2pix-tensorflow)   
+Written by [Christopher Hesse](https://twitter.com/christophrhesse)  
+
 <img src='imgs/edges2cats.jpg' width="600px"/>
 
 If you use this code for your research, please cite: