# ENTAR v.4.0
Ensemble of Neural Tools for Animations Restoration
![ENTAR](entar.png)
**Check how it works on Google Colab:**
- Russian Language [![Colab](https://camo.githubusercontent.com/52feade06f2fecbf006889a904d221e6a730c194/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667)](https://colab.research.google.com/github/tg-bomze/ENTAR/blob/master/ENTAR_Rus.ipynb)
- Russian Language (Fixed by Антон Паймышев from [@chistogipoteticheski](https://t.me/chistogipoteticheski)) [![Colab](https://camo.githubusercontent.com/52feade06f2fecbf006889a904d221e6a730c194/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667)](https://colab.research.google.com/github/apaimyshev/restoration_colabs/blob/main/chistogipoteticheski_video.ipynb)
- Bad English Translation [![Colab](https://camo.githubusercontent.com/52feade06f2fecbf006889a904d221e6a730c194/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667)](https://colab.research.google.com/github/tg-bomze/ENTAR/blob/master/ENTAR_Eng.ipynb)
**This ensemble includes:**
1. [DeOldify](https://github.com/jantic/DeOldify)
2. [EDVR](https://github.com/xinntao/EDVR)
3. [VFIASC](https://github.com/sniklaus/sepconv-slomo)
4. [ESRGAN](https://github.com/xinntao/ESRGAN)
**In addition, there are:**
- [DeepRemaster](https://github.com/satoshiiizuka/siggraphasia2019_remastering)
- [Fast-SRGAN](https://github.com/HasnainRaz/Fast-SRGAN)
- [VFI-CFT](https://github.com/MortenHannemose/pytorch-vfi-cft)
- [DeOldify Stable](https://github.com/jantic/DeOldify) (new)
- [3D Ken Burns](https://github.com/sniklaus/3d-ken-burns)
- [DDSP](https://github.com/magenta/ddsp) (new)
**Updates:**
[*2020-05-08*] **v.4.0** Added audio synthesizer (*DDSP*) and stable photo colorizer (*DeOldify Stable*), EDVR bug fixed (thanks [bluzir](https://github.com/bluzir)), added manual cropping of input video (thanks tg:[@black_kodzu](https://t.me/black_kodzu)). <br/>
[*2020-04-23*] **v.3.0** Added frame enhancer (*EDVR*), bugs fixed, optimized file management. <br/>
[*2020-03-02*] **v.2.0** Added resolution upscaler (*ESRGAN*), bugs fixed. <br/>
[*2020-01-31*] **v.1.0** Release Colabs.
**Result Example:**
[![YouTube](youtube.png)](https://www.youtube.com/watch?v=TBOtb34I3NA)