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| # :european_castle: Model Zoo | |
| - [For General Images](#for-general-images) | |
| - [For Anime Images](#for-anime-images) | |
| - [For Anime Videos](#for-anime-videos) | |
| --- | |
| ## For General Images | |
| | Models | Scale | Description | | |
| | ------------------------------------------------------------------------------------------------------------------------------- | :---- | :------------------------------------------- | | |
| | [RealESRGAN_x4plus](https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.0/RealESRGAN_x4plus.pth) | X4 | X4 model for general images | | |
| | [RealESRGAN_x2plus](https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.1/RealESRGAN_x2plus.pth) | X2 | X2 model for general images | | |
| | [RealESRNet_x4plus](https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.1/RealESRNet_x4plus.pth) | X4 | X4 model with MSE loss (over-smooth effects) | | |
| | [official ESRGAN_x4](https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.1/ESRGAN_SRx4_DF2KOST_official-ff704c30.pth) | X4 | official ESRGAN model | | |
| | [realesr-general-x4v3](https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.5.0/realesr-general-x4v3.pth) | X4 (can also be used for X1, X2, X3) | A tiny small model (consume much fewer GPU memory and time); not too strong deblur and denoise capacity | | |
| The following models are **discriminators**, which are usually used for fine-tuning. | |
| | Models | Corresponding model | | |
| | ---------------------------------------------------------------------------------------------------------------------- | :------------------ | | |
| | [RealESRGAN_x4plus_netD](https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.2.3/RealESRGAN_x4plus_netD.pth) | RealESRGAN_x4plus | | |
| | [RealESRGAN_x2plus_netD](https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.2.3/RealESRGAN_x2plus_netD.pth) | RealESRGAN_x2plus | | |
| ## For Anime Images / Illustrations | |
| | Models | Scale | Description | | |
| | ------------------------------------------------------------------------------------------------------------------------------ | :---- | :---------------------------------------------------------- | | |
| | [RealESRGAN_x4plus_anime_6B](https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.2.4/RealESRGAN_x4plus_anime_6B.pth) | X4 | Optimized for anime images; 6 RRDB blocks (smaller network) | | |
| The following models are **discriminators**, which are usually used for fine-tuning. | |
| | Models | Corresponding model | | |
| | ---------------------------------------------------------------------------------------------------------------------------------------- | :------------------------- | | |
| | [RealESRGAN_x4plus_anime_6B_netD](https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.2.4/RealESRGAN_x4plus_anime_6B_netD.pth) | RealESRGAN_x4plus_anime_6B | | |
| ## For Animation Videos | |
| | Models | Scale | Description | | |
| | ---------------------------------------------------------------------------------------------------------------------------------- | :---- | :----------------------------- | | |
| | [realesr-animevideov3](https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.5.0/realesr-animevideov3.pth) | X4<sup>1</sup> | Anime video model with XS size | | |
| Note: <br> | |
| <sup>1</sup> This model can also be used for X1, X2, X3. | |
| The following models are **discriminators**, which are usually used for fine-tuning. | |
| TODO | |