We propose a simple yet efficient technique to leverage semantic segmentation model to extract and separate individual buildings in densely compacted areas using medium resolution satellite/UAV orthoimages. We adopted standard UNET architecture, additionally added batch normalization layer after every convolution, to label every pixel in the image.
Added multi resolution support via VRT files. 8e52a58220051f4e3918704581cc38839e7ce9a6 Merging to develop for further testing.