Datasets:
license: gpl-3.0
task_categories:
- image-segmentation
tags:
- synthetic
pretty_name: Synthetic masonry surfaces for crack segmentation
size_categories:
- 1K<n<10K
Synthetic masonry surfaces
A synthetic masonry crack dataset. This dataset is meant to be used with image segmentation models aimed at segmenting cracks in masonry surfaces, for instance using this network. This dataset was generated using a 3D dataset generation framework for masonry surfaces and is available under the GPL-3.0 license.
Dataset structure
This dataset consist of 2 subdatasets: a dataset generated using a 'patches' rendering approach and one using a regular rendering approach. The patches rendering approach renders images at a higer resolution and then cuts the result into smaller patches. Both dataset archives consist of both 4058 input images and generated ground-truth masks.
Citation
We kindly ask you to cite this dataset using the assigned DOI if you use it in your work: https://doi.org/10.57967/hf/2214