WatchMyBirds is a lightweight, customizable object detection application designed for real-time monitoring and birdwatching. Leveraging state-of-the-art AI models and supporting a variety of video sources—including web- and IP-cams and RTSP streams—WatchMyBirds transforms any camera into a powerful detection system.

CAMCALT (Complex Animal Movement Capture and Live Transmission) is a forest surveillance and monitoring system designed to capture complex animal movements and provide live video feed wirelessly from any part of the world. It aims to prevent hunting and poaching, enhancing forest security.

AI-powered environmental monitoring system for marine and terrestrial ecosystems using computer vision, real-time analysis, and FAIR data principles.

SQL Scripts to automatically populate GeoNature synthesis from VisioNature datas

Real-time wildlife detection and telescope collision prevention system using RT-DETR + iNaturalist on NVIDIA A30

Combating Human wildlife conflict using AI/ML

A wildlife monitoring system using EfficientNet-B3 and XAI (GradCAM) for species classification, detailed HTML/PDF reports, safety protocols, markdown insights, and CrewAI integration for advanced analysis.

Hanging in there: the highs and lows of a flying-fox camp in a novel landscape

Bio-inspired ornithopter robot for wildlife conservation monitoring. Features bio-mimetic flapping mechanism, aerodynamic wing design, MPU-based stabilization and RF control system. Includes CFD analysis, mechanical design, embedded systems and experimental validation.

WISDAM (Wildlife Imagery Survey – Detection and Mapping) is a software package used for the digitisation of objects within images and to enrich objects with meta-data.

Detecting Dormice in Images Using Object Detection and Transfer Learning

Transformation process of VisioNature data for the French national program Vigie-Nature

ct is an R package to manage and analyze camera trap data for wildlife monitoring and ecological research.

Open-source autonomous drone system for wildlife behavior monitoring. Track animal groups using Parrot Anafi drones with real-time computer vision.

An object detection model designed to identify leopards that have trespassed into human settlements

Bird Identification System with TensorFlow & eBird API 0.2

Frontend of App4Cam, which is used on non-lethal camera traps to configure the trap and to access the shots taken.

Report Wildlife Sighting is a web application designed to help users report and track sightings of wildlife, specifically focusing on tigers. The application allows users to submit information about their sightings, including location, identification, and images, to contribute to wildlife conservation efforts.

Battery-powered wildlife camera based on the ESP32-CAM board