Cataract-Scanner-Py

A Python-powered tool to accurately identify and annotate the pupil in eye images and detect signs of early cataract.

Overview

This script utilizes OpenCV's computer vision algorithms to detect and annotate the pupil in ocular images, facilitating the assessment of cataract symptoms.

Research Publication

For a detailed technical analysis and the methodologies behind this script, refer to our IEEE publication:

Automated detection of eye diseases

Sample Images

Below are some sample outputs of our cataract detection:

Usage

To use the script, run the following command:

python detect_cataract.py path_to_image.jpg

Dependencies

The script depends on the following libraries:

• OpenCV
• NumPy

Ensure you have these libraries installed or check the requirements.txt for more information.