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: 2 days 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 5 years ago)
• Default Branch: master
• Last Pushed: 2020-11-17T14:35:48.000Z (almost 4 years ago)
• Last Synced: 2023-05-04T23:51:21.497Z (over 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: 20
• Watchers: 3
• Forks: 11
• Open Issues: 1
• 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`.