- There are times that you want to travel to some specific scenic spots but is drawn back by the long distance and high expense.
- You may also want to know what your self image looks like in anime style.
- Then this Space Travel program can help realize your dream! All you need to do is updating a selfie and choosing the specific place you want to go.
This repo contains three deep models, which do the human face transfer, background transfer and image matting respectively.
Please run the app.py in the web_server folder to start the program, and try the demo by visiting: http://localhost:8181
All dependency is contained in the requirements.yml file. Just enjoy it !!!
Here are some demo images and demo videos.
- Background Style Transfer (Artist Style and Anime Style is shown below.)
- Human Matting and Face Style Translation
- Foreground and Background Fusion and Final Result.
- Html5 Demo & Real Time Human Matting and Background Style Transfer in Video Data.
(Click the pictures below to view the demo video)
| Html5 Demo | Real Time Matting and Background Transfer |
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[1] Kim J, Kim M, Kang H, et al. U-GAT-IT
[2] Li Y, Fang C, Yang J, et al. Universal style transfer via feature transforms
[3] Zhu, Bingke et al. “Fast Deep Matting for Portrait Animation on Mobile Phone.”
[4] https://github.com/taki0112/UGATIT