Microsoft AI for Good Lab — Biodiversity research hub. Open-source AI models, edge devices, and tools for biodiversity monitoring and conservation. Your source for MegaDetector, SPARROW, PytorchWildlife, Bioacoustics, and more.

MegaDetector — Microsoft's open-source AI for camera-trap conservation. Detects animals in camera-trap imagery and filters out blank images, reducing manual review across large datasets.Maintained by Microsoft AI for Good Lab.

AI system that analyzes underwater imagery to track marine life, monitor coral reef health, and detect illegal fishing activities using deep learning.

PyTorch-Wildlife — Microsoft's collaborative deep learning framework for conservation. Multi-task computer vision and bioacoustic models for camera-trap detection, species classification, and biodiversity monitoring. Maintained by Microsoft AI for Good Lab.

🌊 Monitor marine ecosystems with AI for tracking marine life, assessing coral health, and detecting illegal fishing using underwater imagery analysis.

MegaDetector-Classifier — Microsoft's open-source AI for camera-trap species classification. Fine-tuning and inference for wildlife identification, running downstream of MegaDetector animal detection. Maintained by Microsoft AI for Good Lab. Part of the Pytorch-Wildlife ecosystem.