https://github.com/minar09/bfscore_python
Boundary F1 Score - Python Implementation
https://github.com/minar09/bfscore_python
bfscore boundary boundary-segmentation contour contour-matching evaluation evaluation-metrics f1-score image-processing metric python segmentation
Last synced: 10 months ago
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Boundary F1 Score - Python Implementation
- Host: GitHub
- URL: https://github.com/minar09/bfscore_python
- Owner: minar09
- License: mit
- Created: 2019-02-22T02:12:39.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2020-11-17T14:35:48.000Z (over 5 years ago)
- Last Synced: 2025-03-25T06:51:15.408Z (about 1 year ago)
- Topics: bfscore, boundary, boundary-segmentation, contour, contour-matching, evaluation, evaluation-metrics, f1-score, image-processing, metric, python, segmentation
- Language: Python
- Size: 112 KB
- Stars: 26
- Watchers: 3
- Forks: 10
- Open Issues: 1
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Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# bfscore_python
Boundary F1 Score - Python Implementation
This is an open-source python implementation of bfscore (Contour matching score for image segmentation) for multi-class image segmentation, implemented by EMCOM LAB, SEOULTECH.
Reference: [Matlab bfscore](https://www.mathworks.com/help/images/ref/bfscore.html)
# Run
To run the function simply run `python bfscore.py` after setting your image paths and threshold.
# Crosscheck
Score cross-checking with built-in Matlab function is done and presented in `bfscore.pptx`.