PyTorch Wildlife: a Collaborative Deep Learning Framework for Conservation.
Simplify camera trap image analysis with AI species recognition models based around the MegaDetector model
MegaDetector models served over FastAPI & visualized with Streamlit
The Image Level Label to Bounding Box (IL2BB) pipeline automates the generation of labeled bounding boxes by leveraging an organization’s previous labeling efforts.
Open-source wildlife detection, segmentation & tracking in video.
Instructions to export megadetector v5 from PyTorch to ONNX and tools to use the exported model.
Classifier for vehicles cropped from camera trap images
Aplicación de estrategias de deep-learning para la detección de animales en imágenes de fototrampeo
Classifier for horses cropped from camera trap images
Filter cameras traps images with megadetector on a cluster
Add a description, image, and links to the megadetector topic page so that developers can more easily learn about it.
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