NOTEThe directory is currently under construction. We are working hard to add more libraries and models. If you have suggestions or want to contribute, please reach out!

Libraries

Programming libraries and toolboxes for working with camera trap datasets.

  • CTtracking

    Speed EstimationR

    Tools for processing digitisation data from camera trap imagery to generate animal positions and speeds

  • CamtrapDensity

    Density EstimationR

    R package for camera trap data analysis, including species richness and abundance estimation

  • MegaDetector Python Library

    DetectionPython

    Python library for detecting animals, humans and vehicles in camera trap images

    Associated AI Models:

    • MegaDetector - Detect Animals, Humans and Vehicles in Camera Trap Images

  • Segment Animals

    SegmentationPython

    Extract animal masks from camera trap images using MegaDetector and SAM

    Associated AI Models:

  • Pytorch-Wildlife

    DetectionSpecies ClassificationPython

    A Collaborative Deep Learning Framework for Conservation.

    Associated AI Models:

    • MegaDetector - Detect Animals, Humans and Vehicles in Camera Trap Images