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Data for society catalog
mai 2022
Microsoft is working to make data that is relevant to important social problems as open as possible, including by contributing open data ourselves. The Data for Society resource center provides access to Microsoft’s open datasets, resources, and tools to make…
Causal impact long-COVID
avril 2024
Code supplementing AI for Good Lab’s work on long COVID sequelae using EHR data. This project aimed to discover long COVID sequelae (symptoms) from Electronic Health Records (EHR) data using causal impact analysis of time series and analyze its association with…
Damage Assessment Visualizer
novembre 2022
The Damage Assessment Visualizer leverages satellite imagery from a disaster region to visualize conditions of building and structures before and after a disaster. It includes a visual layer on top of the satellite images which predicts the extent of damage…
Bird Acoustics RCNN
décembre 2021
A deep learning approach towards the large-scale prediction and analysis of bird acoustics from 100 different bird species
Advocacy Platform
décembre 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…
Aerial Wildlife Detection
novembre 2021
AIDE: Annotation Interface for Data-driven Ecology – Tools for detecting wildlife in aerial images using active learning
Pytorch-wildlife
septembre 2020
At the core of our mission is the desire to create a harmonious space where conservation scientists from all over the globe can unite. Where they’re able to share, grow, use datasets and deep learning architectures for wildlife conservation. We’ve…
BindVAE
juin 2022
Source code of BindVAE paper on Variational Auto Encoders for learning binding signatures of transcription factors. https://genomebiology.biomedcentral.com/articles/10.1186/s13059-022-02723-w