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PyTorch Wildlife: a Collaborative Deep Learning Framework for Conservation.
Simplify camera trap image analysis with ML species recognition models based around the MegaDetector model
MegaDetector is an AI model that helps conservation folks spend less time doing boring things with camera trap images.
A desktop application that makes using MegaDetector's model easier
Detect Animals, Humans and Vehicles in Camera Trap Imagery. Powered by MegaDetector v5.
MegaDetector models served over FastAPI & visualized with Streamlit
Docker image for running the MegaDetector v4 camera-trap object detection model.
Instructions to export megadetector v5 from PyTorch to ONNX and tools to use the exported model.
Guidance for image-based identification of traded animals in highly occluded contexts.
Aplicación de estrategias de deep-learning para la detección de animales en imágenes de fototrampeo
Filter cameras traps images with megadetector on a cluster