TRAPPERTRAPPER is a free, open-source ecosystem for managing and analyzing camera trap data using AI and statistical tools. Built for wildlife researchers, ecologists, and citizen scientists.(0)0
OpenCollarOpenCollar is an open-source initiative providing customizable hardware and software for wildlife tracking collars, enabling affordable conservation monitoring for a wide range of species.(0)0
Wildbook IAWildbook IA (WBIA) is an open-source machine learning backend for wildlife image analysis, individual animal identification, and conservation research.(0)0
OpenSoundscapeOpenSoundscape is a free, open-source Python library for bioacoustic data analysis, featuring CNN training, spectrogram tools, automated sound detection, and acoustic localization.(0)0
Voxel51Voxel51's FiftyOne helps ML engineers curate, annotate, and evaluate visual datasets to maximize AI model performance. Open source with enterprise-grade security.(0)0
Open-MeteoOpen-Meteo provides a free, open-source weather API with high-resolution global forecasts, 80+ years of historical data, and a simple JSON interface — no API key needed.(0)0
fungAIfungAI uses deep learning and TensorFlow to identify wild mushroom species from images. Free, open-source, and accessible to scientists and enthusiasts alike.(0)0
TrueMedia.orgTrueMedia.org is a free, open-source tool from Georgetown University that detects AI-generated deepfakes and verifies the authenticity and veracity of digital media content.(0)0
FungIDFungID is a free, open-source app that uses deep learning to identify mushrooms and fungi. Features 3.5M+ training images, local heatmaps, edibility guides, and offline support.(0)0
MERMAIDMERMAID is a free, open-source marine ecological research platform for coral reef data collection, visualization, and analysis. Built for conservation science teams worldwide.(0)0
