https://github.com/willguimont/prosac
PROSAC algorithm in python
https://github.com/willguimont/prosac
data-science machine-learning machine-learning-algorithms prosac random-sample-consensus random-sampling ransac ransac-algorithm
Last synced: 6 months ago
JSON representation
PROSAC algorithm in python
- Host: GitHub
- URL: https://github.com/willguimont/prosac
- Owner: willGuimont
- License: mit
- Created: 2019-11-29T03:04:45.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2024-09-29T23:05:03.000Z (over 1 year ago)
- Last Synced: 2025-06-05T00:09:03.344Z (10 months ago)
- Topics: data-science, machine-learning, machine-learning-algorithms, prosac, random-sample-consensus, random-sampling, ransac, ransac-algorithm
- Language: Python
- Homepage:
- Size: 36.1 KB
- Stars: 44
- Watchers: 1
- Forks: 7
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# RANSAC and PROSAC algorithms in python
This package provides an implementation of the RANSAC and PROSAC algorithms in Python.
This implementation draws inspiration from [prosac.c](http://devernay.free.fr/vision/src/prosac.c).
Explanation of the PROSAC algorithm can be found
at: [https://willguimont.github.io/cs/2019/12/26/prosac-algorithm.html](https://willguimont.github.io/cs/2019/12/26/prosac-algorithm.html)
## Installation
```bash
pip install prosac
```
## Usage
See the `examples` directory for examples of usage.
## Installation from source
Add the following line in your `requirements.txt`:
```
git+https://github.com/willGuimont/PROSAC
```