Cracks splitter/cropper/augment on a large dataset
Introduction
Cracks are the precursor of defects. Labeling the cracks is a tedious process. To augment the cracks with similar geometric properties, cracks can be split into tile images. In this program, the thinned cracks are traversed with a certain overlap ratio between the adjacent tiles, each pixel and interpolated points to split into tile images on a large dataset. This will ensure to produce the cracks with similar attributes. Note that some cracks artifacts may show in the tiled images.
Sample images
Type | Images |
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Original image | |
Cropped bounding boxes |
Requirements
MATLAB
MATLAB Image Processing Toolbox
Feedback
Please rate and provide feedback for the further improvements.
Cite As
Preetham Manjunatha (2024). Cracks splitter/cropper/augment on a large dataset (https://github.com/preethamam/CracksSplitterCropper-Dataset/releases/tag/1.0.1), GitHub. Retrieved .
MATLAB Release Compatibility
Platform Compatibility
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Version | Published | Release Notes | |
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1.0.1.0 | See release notes for this release on GitHub: https://github.com/preethamam/CracksSplitterCropper-Dataset/releases/tag/1.0.1 |
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1.0.0 |