Large-scale Building Damage Assessment using a Novel Hierarchical Transformer Architecture on Satellite Images

Navjot Kaur, Cheng-Chun Lee, Ali Mostafavi +1

This paper presents \dahitra, a novel deep-learning model with hierarchical transformers to classify building damages based on satellite images in the aftermath of natural disaster…