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Cracks splitter/cropper/au​gment on a single image

version 1.0.0 (32.4 KB) by Preetham Manjunatha
Augments the cracks with similar geometric properties, cracks can be split into tile images.

5 Downloads

Updated 26 Jan 2022

From GitHub

View license on GitHub

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. 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 Pseudo_crack_01
Cropped bounding boxes spilts

Requirements

MATLAB
MATLAB Image Processing Toolbox

MATLAB Central

View Cracks splitter and cropper to augment the crack dataset on File Exchange

Cite As

Preetham Manjunatha (2022). Cracks splitter/cropper/augment on a single image (https://github.com/preethamam/CracksSplitterCropper/releases/tag/1.0.0), GitHub. Retrieved .

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

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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.