Keeping Walls Straight: Data Model and Training Set Size Matter for Deep Learning in Building Generalization
Cartographic generalization & GeoAI
Data model and training-set size, not architecture, drive deep-learning building generalization.
building generalization · deep learning · data model Cartography and Geographic Information Science · 2023
Fu, C., Zhou, Z.Y., Feng, Y., & Weibel, R. (2023). Keeping Walls Straight: Data Model and Training Set Size Matter for Deep Learning in Building Generalization.