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Leprosy Skin Lesion AI Analysis
décembre 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
décembre 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
décembre 2021
A deep learning approach towards the large-scale prediction and analysis of bird acoustics from 100 different bird species
X-ray Feature Disentanglement
décembre 2021
An implementation of feature disentanglement/domain adaptation methods for training deep learning models from x-ray imagery.
Temporal Cluster Matching
décembre 2021
An implementation of the temporal cluster matching method for detecting change in structure footprints from time series of remotely sensed imagery.
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…
TorchGeo
décembre 2021
TorchGeo is a PyTorch domain library, similar to torchvision, that provides datasets, transforms, samplers, and pre-trained models specific to geospatial data. The goal of this library is to make it simple: for machine learning experts to use geospatial data in their workflows, and…
Aerial Wildlife Detection
novembre 2021
AIDE: Annotation Interface for Data-driven Ecology – Tools for detecting wildlife in aerial images using active learning