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Structural crack detection using Mask R-CNN

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Name		Name	Last commit message	Last commit date
Latest commit History 15 Commits
mrcnn		mrcnn
INSPIRE-Yr2-v1-mk.pptx		INSPIRE-Yr2-v1-mk.pptx
README.md		README.md
Training.ipynb		Training.ipynb
custom.py		custom.py
result_calculation_r03.ipynb		result_calculation_r03.ipynb

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Crack_detection

This repository is the implementation of detecting structaral cracks using Mask R-CNN.

The repository includes:

Source code of Mask R-CNN
Training code
Jupyter notebook for detection
Evaluation file for precision, recall and F1-score

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Structural crack detection using Mask R-CNN

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Python 87.8%
Jupyter Notebook 12.2%