JIA-Lab-research/SNR-Aware-Low-Light-Enhance
This is the official implementation for the paper "SNR-aware low-light image enhancement" in CVPR2022 observed · 2026-08-28
Health v2 · maintenance only
32/100
- Activity 0
- Release rhythm 35
- Longevity 100
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: 1628
- days_rel: n/a
- days_push: 1381
- n_releases_24m: 0
Adoption not part of the score
1037 stars · 108 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
Official PyTorch implementation of the CVPR 2022 paper 'SNR-aware Low-Light Image Enhancement'. It combines SNR-aware transformers and convolutional models to enhance low-light images with spatial-varying operations guided by a signal-to-noise-ratio prior.
Use cases
- enhance dark low-light photos
- brighten images taken in low light
- denoise and enhance low-SNR image regions
- train a low-light enhancement model on the LOL dataset
- reproduce CVPR 2022 low-light enhancement results
- evaluate low-light enhancement on SID, SMID, and SDSD datasets
When to choose
- you need state-of-the-art low-light image enhancement with SNR-aware modeling
- you want a research-grade PyTorch codebase for the CVPR 2022 paper
- you are benchmarking on LOL, SID, SMID, or SDSD low-light datasets
When to avoid
- you need a production-ready image enhancement service with support and license guarantees
- you want a simple one-line API without GPU or dataset setup
- you need enhancement of non-photographic or synthetic graphics
Facets
library · maturity maintenance
image-processing deep-learning machine-learning computer-vision image-processing deep-learning artificial-intelligence python windows low-light-enhancement snr-aware cvpr2022 pytorch image-restoration research-code transformers linux macos gpu
1 source
- readme: https://github.com/JIA-Lab-research/SNR-Aware-Low-Light-Enhance · fetched 2026-08-28 · bb553b68ec68
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| JIA-Lab-research/SNR-Aware-Low-Light-Enhance | main | 32 |
For agents
markdown · JSON · MCP: product_card(name="JIA-Lab-research/SNR-Aware-Low-Light-Enhance")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem