50 lines
4.1 KiB
Markdown
50 lines
4.1 KiB
Markdown
# :european_castle: Model Zoo
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- [For General Images](#for-general-images)
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- [For Anime Images](#for-anime-images)
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- [For Anime Videos](#for-anime-videos)
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---
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## For General Images
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| Models | Scale | Description |
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| ------------------------------------------------------------------------------------------------------------------------------- | :---- | :------------------------------------------- |
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| [RealESRGAN_x4plus](https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.0/RealESRGAN_x4plus.pth) | X4 | X4 model for general images |
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| [RealESRGAN_x2plus](https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.1/RealESRGAN_x2plus.pth) | X2 | X2 model for general images |
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| [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) |
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| [official ESRGAN_x4](https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.1/ESRGAN_SRx4_DF2KOST_official-ff704c30.pth) | X4 | official ESRGAN model |
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| [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 |
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The following models are **discriminators**, which are usually used for fine-tuning.
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| Models | Corresponding model |
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| ---------------------------------------------------------------------------------------------------------------------- | :------------------ |
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| [RealESRGAN_x4plus_netD](https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.2.3/RealESRGAN_x4plus_netD.pth) | RealESRGAN_x4plus |
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| [RealESRGAN_x2plus_netD](https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.2.3/RealESRGAN_x2plus_netD.pth) | RealESRGAN_x2plus |
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## For Anime Images / Illustrations
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| Models | Scale | Description |
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| ------------------------------------------------------------------------------------------------------------------------------ | :---- | :---------------------------------------------------------- |
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| [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) |
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The following models are **discriminators**, which are usually used for fine-tuning.
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| Models | Corresponding model |
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| ---------------------------------------------------------------------------------------------------------------------------------------- | :------------------------- |
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| [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 |
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## For Animation Videos
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| Models | Scale | Description |
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| ---------------------------------------------------------------------------------------------------------------------------------- | :---- | :----------------------------- |
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| [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 |
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Note: <br>
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<sup>1</sup> This model can also be used for X1, X2, X3.
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The following models are **discriminators**, which are usually used for fine-tuning.
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TODO
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