In order to benefit the researchers in the ICA committee, we have published the following open access labeled data sets (or benchmarks) in our Commission Website to promote the use of deep learning algorithms for geospatial mapping research and development:

1. University of Calgary releases Building3D dataset and Benchmark
   https://building3d.ucalgary.ca/