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AI For Good Lab

Harnessing AI to help solve some of the world’s greatest challenges

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Tools

BindVAE 

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

Github for BindVAE

Data for society catalog 

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…

Github for Data for society catalog

Blue whale acoustics 

The goal of this project is to use audio recordings and corresponding annotations to build an automatic classifier for calls from four different species of blue whales, and to estimate the total number of calls from each population in the…

Github for Blue whale acoustics

Solar Farms Mapping 

The Solar Farms Mapping release is an artificial intelligence dataset for solar energy locations in India – a spatially explicit machine learning model to map utility-scale solar projects across India using freely available satellite imagery.

Github for Solar Farms Mapping

COVID19-CT segmentation 

This project provides code to train semantic segmentation models for pulmonary lesions segmentation from Computer Tomography (CT) scans. Furthermore, we present a multitask model for joint segmentation of different classes of pulmonary lesions present in COVID-19 infected lungs.

Github for COVID19-CT segmentation

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 a land use and land…

Github for Landcover Orinoquia