AI For Good Lab
Harnessing AI to help solve some of the world’s greatest challenges
도구
Landcover Orinoquia
12월 2021
AI for Earth project, in collaboration with the Wildlife Conservation Society Colombia (WCS Colombia) to create up-to-date land cover maps of the Orinoquía region in Colombia. We used a land use and land cover (LULC) map that was manually produced using…
UN Knowledge Extraction
12월 2021
Pilot Microsoft Cognitive Services to unlock the strategic value of UN unstructured content by building on AI and semantic technologies.
Leprosy Skin Lesion AI Analysis
12월 2021
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 is not intended for use…
Building Damage Assessment CNN Siamese
12월 2021
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 building’s damage severity level via…
Bird Acoustics RCNN
12월 2021
A deep learning approach towards the large-scale prediction and analysis of bird acoustics from 100 different bird species
X-ray Feature Disentanglement
12월 2021
An implementation of feature disentanglement/domain adaptation methods for training deep learning models from x-ray imagery.
Temporal Cluster Matching
12월 2021
An implementation of the temporal cluster matching method for detecting change in structure footprints from time series of remotely sensed imagery.
Advocacy Platform
12월 2021
The Advocacy Platform is a cloud solution to automate the acquisition of case decisions, court hearings and location information from the EOIR hotline. Additionally, this solution helps NGOs working with Asylum seeker families at risk of deportation to allocate legal…