This corpus comprises images collected from Twitter during four natural disasters, namely Typhoon Ruby (2014), Nepal Earthquake (2015), Ecuador Earthquake (2016), and Hurricane Matthew (2016). In addition to Twitter images, it contains images collected from Google using queries such as "damage building", "damage bridge", and "damage road" to deal with labeled data scarcity problem.
Dat Tien Nguyen, Ferda Ofli, Muhammad Imran, Prasenjit Mitra. Damage Assessment from Social Media Imagery Data During Disasters.
In Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2017, Sydney, Australia. [Bibtex
Labeled images (~5GB)