Computer Vision
Enabling computers and devices to understand what they see.
Publication
Efficient Solution of Point-Line Absolute Pose
Microsoft Research Blog
Research Focus: Week of April 15, 2024
In this issue: New research on appropriate reliance on generative AI; Power management opportunities for LLMs in the cloud; LLMLingua-2 improves task-agnostic prompt compression; Enhancing COMET to embrace under-resourced African languages:
Dataset Source Code
Identifying Whales in High-resolution Satellite Imagery
This repository contains code for an active learning pipeline for detecting whales in high-resolution satellite imagery.
Dataset Source Code
Turkana grid mapping
Mapping electrical infrastructure can support measuring access to electricity and can help identify opportunities to improve or extend existing power infrastructure.
Dataset Source Code
Turkana camp roof mapping
This project automates the identification of buildings and solar panels in aerial imagery, aiding humanitarian mapping. In many developing regions, maps are often outdated or missing, hindering development planning and disaster response. Our work accelerates…
Dataset Source Code
Giraffe keypoint detection
This repository contains code for running a giraffe keypoint detection model. The model estimates 4 keypoint locations in images containing a single giraffe, namely: top of ossicone, top of head, neck indent, and front bottom…