AI Upscalers
This repository collects various AI upscaling models for image enhancement.
Each model inherits its original license, which must be respected. Please review the license details before use, especially for commercial purposes.
Both .pth and .safetensors formats are provided for most models (converted from the original .pth weights where applicable).
Models
| Model | Type | License | Commercial Use | Features | Recommended |
|---|---|---|---|---|---|
| RealESRGAN_x4plus | ESRGAN | BSD 3-Clause | β | Balanced | β |
| RealESRGAN_x4plus_anime_6B | ESRGAN | BSD 3-Clause | β | Anime Style | β |
| 4x-AnimeSharp | ESRGAN | CC-BY-NC-SA-4.0 | β | Sharp | |
| 4x-UltraSharp | ESRGAN | CC-BY-NC-SA-4.0 | β | Sharp | |
| 4x-UltraSharpV2 | DAT | CC-BY-NC-SA-4.0 | β | Sharp / Versatile | |
| 4x-Fatal-Anime | ESRGAN | CC-BY-NC-SA-4.0 | β | Anime Style | |
| 4x_foolhardy_Remacri_ExtraSmoother | ESRGAN | CC-BY-NC-SA-4.0 | β | Sharp / Smooth | |
| 4x_IllustrationJaNai_V1_ESRGAN_135k | ESRGAN | CC-BY-NC-SA-4.0 | β | Anime Style | β |
| 4x_IllustrationJaNai_V1_DAT2_190k | DAT | CC-BY-NC-SA-4.0 | β | Anime Style | |
| 4x_NMKD-Superscale-SP_178000_G | ESRGAN | WTFPL | β | Balanced | |
| 4x-NMKD-YandereNeo | ESRGAN | WTFPL | β | Balanced | |
| 4x_NMKD-YandereNeoXL_200k | ESRGAN | WTFPL | β | Balanced | β |
| 4x_escale_100000_G | ESRGAN | WTFPL | β | ||
| 4x_RealisticRescaler_100000_G | ESRGAN | WTFPL | β | Natural | β |
| 4xPSNR | ESRGAN | Apache-2.0 | β | ||
| 4xLSDIRplus | ESRGAN | CC-BY-4.0 | β | Natural / Compression | |
| 4xLexicaHAT | HAT | CC-BY-4.0 | β | AI Generated | |
| SwinIR-L_x4_GAN | SwinIR | Apache-2.0 | β | ||
| SwinIR-L_x4_PSNR | SwinIR | Apache-2.0 | β | ||
| 4xNomos2_hq_drct-l | DRCT | CC-BY-4.0 | β | ||
| 4xNomos2_hq_dat2 | DAT | CC-BY-4.0 | β | Natural | |
| 4xNomos8kDAT | DAT | CC-BY-4.0 | β | Natural | |
| 4xNomos8kHAT-L_otf | HAT | CC-BY-4.0 | β | Natural |
OpenModelDB / Source Links
- RealESRGAN_x4plus
- RealESRGAN_x4plus Anime 6B
- 4x-AnimeSharp
- 4x-UltraSharp
- 4x-UltraSharpV2
- 4x-Fatal-Anime
- 4x_foolhardy_Remacri (ExtraSmoother variant)
- 4x_IllustrationJaNai_V1_ESRGAN
- 4x_IllustrationJaNai_V1_DAT2
- 4x_NMKD-Superscale
- 4x-NMKD-YandereNeo
- 4x_NMKD-YandereNeoXL
- 4x_escale
- 4x_RealisticRescaler
- 4xPSNR
- 4xLSDIRplus
- 4xLexicaHAT
- SwinIR-L (GAN / PSNR)
- 4xNomos2_hq_drct-l
- 4xNomos2_hq_dat2
- 4xNomos8kDAT
- 4xNomos8kHAT-L_otf
Comparison for Anime Illustrations (External Site)
Licenses
The following licenses apply to the models in this repository, listed from most restrictive to least restrictive:
| License | Description | Restrictions | Original License Text |
|---|---|---|---|
| CC-BY-NC-SA-4.0 | Non-commercial use only, must share under the same license. | Non-commercial, same license sharing | CC-BY-NC-SA-4.0 Legal Code |
| CC-BY-4.0 | Requires attribution. | Attribution | CC-BY-4.0 Legal Code |
| BSD 3-Clause | Requires copyright notice and disclaimer. | Copyright notice, disclaimer | BSD 3-Clause License |
| Apache-2.0 | Requires copyright notice and change log. | Copyright notice, change log | Apache License 2.0 |
| WTFPL | Do whatever you want. | None | WTFPL License |
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