Learning to Compare: A Visual Guide to Metric Learning for Wildlife Re-ID
An intuition-first, visual guide to metric learning and how machines learn to tell individual animals apart for conservation re-identification.
8 Posts
Identification
Wadden Sea Seal Monitoring
Automated seal population monitoring system using AI to count, classify, and identify individual seals from aerial imagery in the Wadden Sea.
Snow Leopard Monitoring
Non-invasive snow leopard monitoring using computer vision analysis of camera trap photos to identify individual animals.
Identify individuals with Local Feature Matching
A comprehensive examination of using local feature matching for individual identification.
How to prepare data for identification?
An in-depth look at the common preprocessing stages required to perform identification using computer vision.
Trout Identification
Non-invasive technology for monitoring trout populations using computer vision to accurately identify individual fish.
A guide to designing a bear face recognition system
Identify bears with Metric Learning.
Bear Identification
Noninvasive technologies to identify and monitor bears, facilitating their conservation.