Awesome

Low-light-Image-Enhancement

A Python implementation for the following papers:

• Dual Illumination Estimation for Robust Exposure Correction [link]
• LIME: Low-light Image Enhancement via Illumination Map Estimation [link]

Installation

This implementation runs on python >= 3.7, use pip to install dependencies:

pip install -r requirements.txt

You can also use conda to install dependencies:

conda install --file requirements.txt

Usage

Go to enhance.py, adjust your filepath and type the following command to run the operator:

python enhance.py

Result

Here are two examples for LIME:

Low light image	Enhanced image with LIME

Here are few examples for DUAL:

Low light image	Adjusted image with DUAL

Over-exposed image	Adjusted image with DUAL

Thanks

Thanks to the writers of the papers.

Also thanks for the explanations given here:

• Low-light Image Enhancement (Bhavya Vasudeva, Puneesh Deora) [link]