microsoft / arcticsealsLinks
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.
☆34Updated 2 years ago
Alternatives and similar repositories for arcticseals
Users that are interested in arcticseals are comparing it to the libraries listed below
Sorting:
- Tools for detecting wildlife in aerial images using active learning☆239Updated last year
- To gain access, please finish setting up this repository now at: https://repos.opensource.microsoft.com/microsoft/wizard?existingreponam…☆103Updated 2 years ago
- A Python package for identifying hundreds of kinds of animals, training custom models, and estimating distance from camera trap videos an…☆138Updated 2 months ago
- Shared utility scripts for AI for Earth projects and team members☆41Updated last year
- This is an API Framework for AI models to be hosted locally or on the AI for Earth API Platform (https://github.com/microsoft/AIforEarth-…☆75Updated 2 years ago
- A curated list of deep learning papers in ecology.☆96Updated 11 months ago
- Land Cover Mapping☆204Updated 2 years ago
- Collection of recent work on using computer vision and aerial imagery for wildlife conservation.☆18Updated 5 years ago
- Land cover mapping of the Orinoquía region in Colombia, in collaboration with Wildlife Conservation Society Colombia. An #AIforEarth proj…☆33Updated 4 years ago
- Everything I know about machine learning and camera traps.☆163Updated this week
- Wildbook's Image Analysis (WBIA) backend service supporting machine learning for wildlife conservation☆84Updated 2 weeks ago
- Examples of using Raster Vision on open datasets☆174Updated 5 years ago
- Experiments with satellite image data☆121Updated 5 years ago
- Deep learning pretrained model on satellite imagery (Sentinel-2)☆82Updated 6 years ago
- Rapid map creation with machine learning and earth observation data.☆76Updated 10 months ago
- ☆23Updated 3 months ago
- GeoLifeCLEF challenge toolkit and starter code☆58Updated 11 months ago
- 8th place solution to Zindi's FarmPin Crop Detection Challenge☆137Updated 5 years ago
- ☆84Updated 3 years ago
- This easy-to-use library is a data transformer sometimes useful in Object Detection and Segmentation tasks. With only a few lines of code…☆75Updated 3 years ago
- This GitHub repository contains the machine learning models described in Edoardo Nemnni, Joseph Bullock, Samir Belabbes, Lars Bromley Ful…☆58Updated 2 years ago
- Automatically identify animals in camera trap images by training a deep neural network.☆51Updated 6 years ago
- Curator can be used to train a classifier with fewer labeled examples needed using self-supervised learning.☆113Updated 2 years ago
- Winners of the Open Cities AI Challenge competition☆123Updated last year
- This is a lightweight web-interface for creating and sharing vector annotations over satellite/aerial imagery scenes.☆282Updated 11 months ago
- Tree detection☆71Updated last year
- Implementation and examples for Tile2Vec☆115Updated last year
- This repo contains code+pre-trained models for extracting information from camera-trap images. The pre-trained models have been trained o…☆117Updated 2 years ago
- A sample project demonstrating how to extract building footprints from satellite images using a semantic segmentation model. Data from th…☆107Updated 5 years ago
- Marine debris detection with commercial satellite imagery and deep learning.☆99Updated 3 years ago