A newer version of the Gradio SDK is available:
5.6.0
:european_castle: Model Zoo
For General Images
Models | Scale | Description |
---|---|---|
RealESRGAN_x4plus | X4 | X4 model for general images |
RealESRGAN_x2plus | X2 | X2 model for general images |
RealESRNet_x4plus | X4 | X4 model with MSE loss (over-smooth effects) |
official ESRGAN_x4 | X4 | official ESRGAN model |
realesr-general-x4v3 | 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 | RealESRGAN_x4plus |
RealESRGAN_x2plus_netD | RealESRGAN_x2plus |
For Anime Images / Illustrations
Models | Scale | Description |
---|---|---|
RealESRGAN_x4plus_anime_6B | 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 | RealESRGAN_x4plus_anime_6B |
For Animation Videos
Models | Scale | Description |
---|---|---|
realesr-animevideov3 | X41 | Anime video model with XS size |
Note:
1 This model can also be used for X1, X2, X3.
The following models are discriminators, which are usually used for fine-tuning.
TODO