Yeshwanth Kumar Adimoolam

Data Leakage Detection and De-duplication in Large Scale Geospatial Image Datasets

In our study, we conducted a comprehensive analysis of three widely used datasets in the domain of building footprint extraction using deep neural networks: the INRIA Aerial Image Labelling dataset, SpaceNet 2: Building Detection v2, and the AICrowd Mapping Challenge datasets. Our experiments reveal