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

The dataset is split into 4058 image-label pairs. The resolution of the images is 224x224 and the labels are binarized.

Citation

We kindly ask you to cite this dataset using the assigned DOI if you use it in your work (see navbar).

Acknowledgements

The following public assets were used in the creation of this dataset:

• SketchFab
  • Full Gameready City Building
  • Shoot Background | Graffiti Street
• PolyHaven
  • Red Brick Texture
  • White Sandstone Bricks 03 Texture
  • Brick Wall 001 Texture
  • Brick Wall 10 Texture
  • Kloofendal 48d Partly Cloudy (Pure Sky) HDRI
  • Mud Road (Pure Sky) HDRI
  • Overcast Soil (Pure Sky) HDRI
  • Rosendal Park Sunset (Pure Sky) HDRI
  • Rustig Koppie (Pure Sky) HDRI

Some of the assets might hold a licence which does not allow usage for generative AI. We ask you to honour this.