Computer Vision
Enabling computers and devices to understand what they see.
Publication
CoNeRF: Controllable Neural Radiance Fields
Tool
Landcover Orinoquia
AI for Earth project, in collaboration with the Wildlife Conservation Society Colombia (WCS Colombia (opens in new tab)) to create up-to-date land cover maps of the Orinoquía (opens in new tab) region in Colombia. We used…
Tool
Leprosy Skin Lesion AI Analysis
This project aims to predict the probability of leprosy using skin lesion images and clinical data (as compared to the diagnosis of dermatologists). This model is provided for research and development use only. The model…
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.