Super Resolution
Image & video super-resolution / upscaling models: GAN, transformer, diffusion, and latent upscalers.
Updated • 269Note Real-ESRGAN x2/x4/x8 weights
qualcomm/Real-ESRGAN-x4plus
Image-to-Image • Updated • 1.13k • 139Note Real-ESRGAN x4plus, on-device optimized
qualcomm/Real-ESRGAN-General-x4v3
Image-to-Image • Updated • 406 • 26Note Lightweight general Real-ESRGAN
lokCX/4x-Ultrasharp
Updated • 210Note Popular ESRGAN community upscaler
fal/AuraSR-v2
Image-to-Image • 0.6B • Updated • 1.42k • 346Note GigaGAN-based 4x upscaler
caidas/swin2SR-classical-sr-x2-64
Image-to-Image • 12.1M • Updated • 26.7k • 50Note Swin2SR classical x2 (transformers)
caidas/swin2SR-realworld-sr-x4-64-bsrgan-psnr
Image-to-Image • Updated • 13.1k • 23Note Swin2SR real-world x4
caidas/swin2SR-lightweight-x2-64
Image-to-Image • 1.01M • Updated • 1.15k • 16Note Swin2SR lightweight x2
aaronespasa/drct-super-resolution
Image-to-Image • Updated • 2Note DRCT (arXiv 2404.00722)
stabilityai/stable-diffusion-x4-upscaler
0.5B • Updated • 6.11k • 731Note SD x4 text-guided upscaler
stabilityai/sd-x2-latent-upscaler
0.4B • Updated • 2k • 189Note SD x2 latent upscaler
jasperai/Flux.1-dev-Controlnet-Upscaler
Image-to-Image • 2B • Updated • 3.22k • 892Note FLUX.1-dev ControlNet upscaler
camenduru/SUPIR
Updated • 181Note SUPIR (SDXL-based restoration + SR)
OAOA/InvSR
Image-to-Image • Updated • 37Note InvSR: diffusion inversion, few-step SR
nvidia/ChronoEdit-14B-Diffusers-Upscaler-Lora
Image-to-Image • Updated • 239 • 95Note ChronoEdit upscaler LoRA
ByteDance-Seed/SeedVR2-3B
Video-to-Video • Updated • 27.7k • 148Note SeedVR2 one-step video restoration, 3B
ByteDance-Seed/SeedVR2-7B
Video-to-Video • Updated • 28.6k • 166Note SeedVR2 one-step video restoration, 7B
JunhaoZhuang/FlashVSR-v1.1
Video-to-Video • Updated • 9.06k • 187Note FlashVSR streaming video SR
Lightricks/LTX-2.5-22b-IC-LoRA-Pixel-Spatial-Upscaler
Video-to-Video • Updated • 13.6k • 152Note LTX-2.5 pixel spatial upscaler
Lightricks/ltxv-spatial-upscaler-0.9.7
Video-to-Video • Updated • 638 • 19Note LTX-Video latent upsampler
LBH-123-AI/Minimax_h3_latent_Upscaler
Updated • 338k • 479Note Minimax H3 latent video upscaler