Downloads
Identifying Whales in High-resolution Satellite Imagery
April 2024
This repository contains code for an active learning pipeline for detecting whales in high-resolution satellite imagery.
Beluga Sounds
April 2020
Using machine learning to detect beluga whale calls in hydrophone recordings. Of the five populations of beluga whales in Alaska, the Cook Inlet population is the smallest and has declined by about seventy-five percent since 1979. Listed as an endangered…
Landcover Orinoquia
December 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…
Leprosy Skin Lesion AI Analysis
December 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…
TorchGeo
December 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…
Arctic Seals
June 2018
A deep learning project in cooperation with the NOAA Marine Mammal Lab to detect & classify arctic seals in aerial imagery to understand how they’re adapting to a changing world.