Real-ESRGAN-Demo / docs /model_zoo.md
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: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