:european_castle: Model Zoo

September 20, 2022 ยท View on GitHub


For General Images

ModelsScaleDescription
RealESRGAN_x4plusX4X4 model for general images
RealESRGAN_x2plusX2X2 model for general images
RealESRNet_x4plusX4X4 model with MSE loss (over-smooth effects)
official ESRGAN_x4X4official ESRGAN model
realesr-general-x4v3X4 (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.

ModelsCorresponding model
RealESRGAN_x4plus_netDRealESRGAN_x4plus
RealESRGAN_x2plus_netDRealESRGAN_x2plus

For Anime Images / Illustrations

ModelsScaleDescription
RealESRGAN_x4plus_anime_6BX4Optimized for anime images; 6 RRDB blocks (smaller network)

The following models are discriminators, which are usually used for fine-tuning.

ModelsCorresponding model
RealESRGAN_x4plus_anime_6B_netDRealESRGAN_x4plus_anime_6B

For Animation Videos

ModelsScaleDescription
realesr-animevideov3X41Anime 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