vibhorjoshi/Fusing-Brains-and-Boundaries

Accurately extracting building footprints at large scale is challenging due to heterogeneous imagery, limited labels, and compute constraints. We present a GPU-accelerated hybrid GeoAI framework that transforms large rasters into normalized 3-channel patches with paired binary masks and processes them through a seven-step pipeline: data preparation