Cracks splitter/cropper/au​gment on a large dataset

To augment the cracks with similar geometric properties, cracks can be split into tile images on a large dataset.
42 Downloads
Updated Fri, 31 Mar 2023 17:36:07 +0000

Introduction

Open in MATLAB Online View Cracks splitter/cropper/augment on a large dataset on File Exchange

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
Original image original
Cropped bounding boxes split

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
Created with R2021b
Compatible with any release
Platform Compatibility
Windows macOS Linux

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!
Version Published Release Notes
1.0.1.0

See release notes for this release on GitHub: https://github.com/preethamam/CracksSplitterCropper-Dataset/releases/tag/1.0.1

1.0.0

To view or report issues in this GitHub add-on, visit the GitHub Repository.
To view or report issues in this GitHub add-on, visit the GitHub Repository.