https://github.com/alevalv/retipy-python

Retinal image processing with python and opencv
https://github.com/alevalv/retipy-python

image-processing python retinal-images

Last synced: over 1 year ago
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Retinal image processing with python and opencv

• Host: GitHub
• URL: https://github.com/alevalv/retipy-python
• Owner: alevalv
• License: gpl-3.0
• Created: 2017-10-30T03:07:22.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2019-05-18T04:12:14.000Z (about 7 years ago)
• Last Synced: 2025-03-17T04:35:46.261Z (over 1 year ago)
• Topics: image-processing, python, retinal-images
• Language: Python
• Size: 8.35 MB
• Stars: 15
• Watchers: 1
• Forks: 5
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.md

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README

          
retipy-python

======

[![Build Status](https://travis-ci.org/alevalv/retipy-python.svg?branch=master)](https://travis-ci.org/alevalv/retipy-python)

[![Coverage Status](https://codecov.io/gh/alevalv/retipy-python/branch/master/graph/badge.svg)](https://codecov.io/gh/alevalv/retipy-python)

retipy-python is part of the [retipy](https://github.com/alevalv/retipy) project.

The goal of this project is to create a python library to perform different image processing operations on fundus retinal images. Currently there are vessel segmentation, bifurcation detection and tortuosity measures available as a REST endpoints.

Installation

------------

### Development Environment

This project uses [OpenCV](https://opencv.org/) 4.0.0. Any version older than 4 will not work.

To use this project locally and be able to make changes to the retipy code, you can run the following command in

your console (having python3 and pip installed):

```bash

pip install --user -e .

```

This command should be ran inside the src folder that contains the retipy folder. It will make the retipy

library available to the user that ran it.

### Docker

The library is also available as a docker container at [alevalv/retipy-python](https://hub.docker.com/r/alevalv/retipy-python/):

```bash

docker pull alevalv/retipy-python:latest

```

By default, the docker image will expose a REST endpoint in port 5000.

License

-------

retipy is free software: you can redistribute it and/or modify

it under the terms of the GNU General Public License as published by

the Free Software Foundation, either version 3 of the License, or

(at your option) any later version.