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XPixelGroup/DiffBIR

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[ECCV 2024] codes of DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior observed · 2026-10-04

github.com/XPixelGroup/DiffBIR · Python · Apache-2.0 (permissive) observed · 2026-10-04

Health v2 · maintenance only

31/100

  • Activity 26
  • Release rhythm 8
  • Longevity 82
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-22. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 1150
  • days_rel: 693
  • days_push: 449
  • n_releases_24m: 1

Full methodology

Adoption not part of the score

4125 stars · 365 forks observed · 2026-10-04

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

DiffBIR is a blind image restoration framework that uses generative diffusion priors to restore degraded real-world images. It provides pretrained models and a unified pipeline for tasks like super-resolution, deblurring, and face restoration.

Use cases

  • restore old blurry photos
  • upscale low-resolution images
  • fix degraded real-world images
  • enhance faces in low-quality photos
  • remove compression artifacts from images
  • research on diffusion-based image restoration

When to choose

  • you need state-of-the-art blind image restoration with generative detail
  • you want pretrained models for super-resolution or deblurring
  • you are researching diffusion priors for restoration

When to avoid

  • you need fast inference, since diffusion sampling is slow (consider HYPIR)
  • you only need simple classical denoising without generative detail
  • you cannot run GPU inference

Facets

library · maturity maintenance

image-processing machine-learning deep-learning image-processing computer-vision artificial-intelligence python cross-platform image-restoration image-enhancement diffusion-models blind-restoration super-resolution eccv-2024 gpu

1 source

Member repositories

RepositoryRoleHealth v2
XPixelGroup/DiffBIRmain31

For agents

markdown · JSON · MCP: product_card(name="XPixelGroup/DiffBIR")

Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem