Ross ROSS = Recommend OSS · open-source software intelligence for agents

W2GenAI-Lab/LucidFlux

LucidFlux: Caption-Free Photo-Realistic Image Restoration via a Large-Scale Diffusion Transformer, ICLR 2026 observed · 2026-08-28

github.com/W2GenAI-Lab/LucidFlux · Python · NOASSERTION (other) observed · 2026-08-28

Health v2 · maintenance only

55/100

  • Activity 84
  • Release rhythm 35
  • Longevity 25

Flags: no_releases no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 363
  • days_rel: n/a
  • days_push: 99
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1293 stars · 111 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

LucidFlux is a caption-free photo-realistic image restoration model built on a large-scale diffusion transformer, released with inference and training code in Python. It supports restoring degraded photos without needing input captions and has been extended to 4K image restoration.

Use cases

  • restore old degraded photos to photo-realistic quality
  • super-resolve low-quality images without writing captions
  • run 4K image restoration with a diffusion transformer
  • train a custom image restoration model
  • integrate image restoration into an API via fal.ai

When to choose

  • you need high-fidelity blind image restoration without caption prompts
  • you want a research-grade diffusion-based restoration model with training code
  • you need 4K-capable photo restoration on GPU hardware

When to avoid

  • you need lightweight restoration on CPU or edge devices
  • you need a simple classical denoising filter rather than generative restoration
  • you require a permissive license for commercial use without review

Facets

library · maturity active

image-processing machine-learning deep-learning stable-diffusion image-processing artificial-intelligence deep-learning python image-restoration diffusion-transformer super-resolution photo-restoration caption-free iclr-2026 gpu linux

1 source

Member repositories

RepositoryRoleHealth v2
W2GenAI-Lab/LucidFluxmain55

For agents

markdown · JSON · MCP: product_card(name="W2GenAI-Lab/LucidFlux")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem