Everything I know about machine learning and camera traps.
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Updated
May 24, 2024
Everything I know about machine learning and camera traps.
MegaDetector is an AI model that helps conservation folks spend less time doing boring things with camera trap images.
Video and Image Analytics for Multiple Environments
Code for training and evaluating a detector for the USGS Izembek goose survey dataset
Wild Me's first product, Wildbook supports researchers by allowing collaboration across the globe and automation of photo ID matching
Simplify camera trap image analysis with ML species recognition models based around the MegaDetector model
AI-Powered Camera-Trap Image Processing
PyTorch Wildlife: a Collaborative Deep Learning Framework for Conservation.
Analyze Data with Python
A Python package for identifying 42 kinds of animals, training custom models, and estimating distance from camera trap videos
Estopinan J, Servajean M, Bonnet P, Joly A, Munoz F. Mapping global orchid assemblages with deep learning provides novel conservation insights. Ecological Informatics. 2024 May 10:102627
Interface to the World Database on Protected Areas
eDNA metabarcoding code for Marine Protected Area monitoring
OneZoom Tree of Life Explorer
Ocean biodiversity data platform.
Mangrove Flood Risk Assessment 🌳🌊
Designing, Evaluating and Testing Preregistration Templates for Ecology and Conservation
Kroenger is a not-for-profit for environmental education and conservation
Distance Estimation for Estimating Animal Abundance
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