zhihongz/awesome-low-light-image-enhancement resource

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1846 stars · 241 forks observed · 2026-08-28

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

A curated awesome-list of resources for low-light image enhancement, covering datasets, papers, open-source code, and evaluation metrics. It spans classical methods like histogram equalization and Retinex as well as deep learning approaches.

Use cases

• find datasets for low-light image enhancement research
• discover papers with code on low-light enhancement
• compare Retinex-based and histogram equalization methods
• find benchmarks and metrics for image enhancement
• research night-time image processing for surveillance or autonomous driving

When to choose

• you are starting research on low-light image enhancement and need an overview
• you need a catalog of datasets like SID, LOL, or ExDARK
• you want to survey learning-based and classical enhancement methods

When to avoid

• you need a ready-to-use image enhancement tool or library
• you want production image processing code rather than a reference list

Facets

learning-resource · maturity active

image-processing computer-vision machine-learning computer-vision image-processing deep-learning awesome-lists cross-platform awesome-list low-light image-enhancement retinex datasets research-papers

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markdown · JSON · MCP: product_card(name="zhihongz/awesome-low-light-image-enhancement")