Computer Vision
Enabling computers and devices to understand what they see.
Tool
Building Damage Assessment CNN Siamese
A Microsoft AI for Humanitarian Action study in collaboration with the NLRC 510 global initiative. In this study, we leverage high-resolution satellite imagery to conduct building footprint segmentation and train a classifier to assign each…
Tool
X-ray Feature Disentanglement
An implementation of feature disentanglement/domain adaptation methods for training deep learning models from x-ray imagery.
Tool
Temporal Cluster Matching
An implementation of the temporal cluster matching method (opens in new tab) for detecting change in structure footprints from time series of remotely sensed imagery.