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pytorch-wildlife

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microsoft / MegaDetector

Star 20

MegaDetector V6 — Microsoft AI for Good Lab's open-source model that detects animals, people, and vehicles in camera-trap images, filtering blanks to speed wildlife research.

machine-learning computer-vision deep-learning pytorch conservation ecology biodiversity camera-traps microsoft-research ai-for-good megadetector wildlife-monitoring pytorch-wildlife wildlife-detection conservation-ai megadetector-v6 wildlife-ai ai-for-good-lab
  • Updated Jun 4, 2026
  • Python

microsoft / Pytorch-Wildlife

Star 6

PyTorch-Wildlife — The Microsoft 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.

machine-learning computer-vision deep-learning model-zoo pytorch conservation ecology biodiversity camera-traps multi-task-learning microsoft-research bioacoustics ai-for-good wildlife-monitoring pytorch-wildlife wildlife-detection conservation-ai
  • Updated Jun 21, 2026
  • Python

microsoft / MegaDetector-Acoustic

Star 2

MegaDetector-Acoustic — The Microsoft open-source AI for bioacoustic biodiversity monitoring. Audio classification and species identification from sound recordings, for terrestrial bioacoustics. Maintained by Microsoft AI for Good Lab. Part of the Pytorch-Wildlife ecosystem.

machine-learning deep-learning pytorch conservation biodiversity audio-classification acoustic-monitoring microsoft-research bioacoustics ai-for-good species-identification megadetector wildlife-monitoring pytorch-wildlife conservation-ai megadetector-acoustic
  • Updated Jun 4, 2026
  • Python

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