Self-hosted realtime soundscape analyser for birds, bats and other wildlife. Multi-model local AI inference, runs 24/7 on a Raspberry Pi.

MegaDetector is an AI model that helps conservation folks spend less time doing boring things with camera trap images.

Tools for detecting wildlife in aerial images using active learning

DotDotGoose is a free, open source tool to assist with manually counting objects in images

Everything I know about machine learning and camera traps.

AI for Earth Species Classification API

A Raspberry Pi camera system with a live video feed, motion detection system, H.264 mp4 recording capabilities and a storage management system with support for remote storage. The recorder supports pre-motion frame recording and no internet environments (e.g. Wildlife cameras).

Code for paper "From Crowd to Herd Counting: How to Precisely Detect and Count African Mammals using Aerial Imagery and Deep Learning?"

Hypraptive BearID project. FaceNet for bears.

AI-Powered Camera-Trap Image Processing

A desktop application that makes using MegaDetector's model easier

R package for camera trap data management

🐦 AI-powered bird identification for Frigate NVR. Classifies birds from your feeder camera using TensorFlow Lite and displays them in a real-time dashboard.

ecoSecrets is a web application which enables users to manage their camera traps data

Distance Estimation for Estimating Animal Abundance

Portail web d'inventaire citoyen de la biodiversité à destination du grand public

Cartographic web application to track moving objects equipped with a GPS.

Analyze, visualize, and explore camera trap datasets with ease

Mandum Rimba is an independent, nonprofit public-interest observatory. We do not sell data, carry advertising, or take sides. We consolidate satellite data and credible public sources into a single open map, auditable by anyone, fully open source, and with every figure traceable to its origin.

A software suite designed to track and map the locations of VHF transmitters which are typically used to locate wildlife in ecological studies.