DavidHidde/synthetic-masonry-surfaces

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