Collections

Upscale images

These models increase image resolution and quality. Key capabilities:

Models we recommend

nightmareai/real-esrgan

Real-ESRGAN with optional face correction and adjustable upscale

36.3M runs

jingyunliang/swinir

Image Restoration Using Swin Transformer

5.4M runs

mv-lab/swin2sr

3 Million Runs! AI Photorealistic Image Super-Resolution and Restoration

3.4M runs

cjwbw/real-esrgan

Real-ESRGAN: Real-World Blind Super-Resolution

1.3M runs

cjwbw/rudalle-sr

Real-ESRGAN super-resolution model from ruDALL-E

430.8K runs

jingyunliang/hcflow-sr

Image Super-Resolution

214.3K runs

batouresearch/high-resolution-controlnet-tile

Fermat.app open-source implementation of an efficient ControlNet 1.1 tile for high-quality upscales. Increase the creativity to encourage hallucination.

212.2K runs

batouresearch/magic-image-refiner

'''UPDATE: Improved image quality, now using tile + depth ControlNet.''' A better alternative to SDXL refiners, providing a lot of quality and detail. Can also be used for inpainting or upscaling.

177.4K runs

zsxkib/diffbir

✨DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

120.5K runs

nightmareai/latent-sr

Upscale images with the latent diffusion superresolution model

112.1K runs

xinntao/esrgan

Image 4x super-resolution

69.6K runs

fewjative/ultimate-sd-upscale

Ultimate SD Upscale with ControlNet Tile

45.8K runs

lucataco/pasd-magnify

(Academic and Non-commercial use only) Pixel-Aware Stable Diffusion for Realistic Image Super-resolution and Personalized Stylization

17.6K runs

juergengunz/ultimate-portrait-upscale

Upscale Portrait Images with ControlNet Tile

13.6K runs

lucataco/demofusion-enhance

Image to Image enhancer using DemoFusion

7.1K runs

cswry/seesr

SeeSR: Towards Semantics-Aware Real-World Image Super-Resolution

4.7K runs

lucataco/stable-diffusion-x4-upscaler

Stable Diffusion x4 upscaler model

3.8K runs

lucataco/controlnet-tile

Controlnet v1.1 - Tile Version

2.9K runs