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Detect Animals, Humans and Vehicles in Camera Trap Imagery. Powered by MegaDetector v5.

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bencevans/camtrap-detector

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CamTrap Detector

Detect Animals, Humans and Vehicles with a friendly graphical interface. Powered by MegaDetector v5.

Features

  • 👀 Detects Animals, Humans and Vehicles in Camera Trap Imagery
  • 🧑‍💻 Runs on Windows, macOS & Ubuntu
  • ➡️ Multiple Export Formats
    • CSV for working in Excel, Numbers etc.
    • JSON for integration with other tooling.
    • Images filtered by animal/vehicle/human occupancy with bounding boxes/detections drawn on.
  • 🔌 Run anywhere, no internet required.
  • 🕵️ Privacy Preserving: No need to share images with a 3rd party
  • 🚀 Acceleration using NVIDIA GPUs with CUDA
  • 💰 Free and Open Source... contributions and/or sponsorship are very welcome.

Installation

Installers are available for Windows, macOS and Linux from https://camtrap.net/detector. Once the installer has been downloaded, no internet is required to install and run the application.

Screenshots

Select Process Export
macos_selection macos_processing macos_export
windows_select png-shadow windows_process png-shadow windows_export png-shadow

❤️ Sponsors and Contributors

Great big thank you to all that have supported this project. Including London HogWatch for inital funding and continued guidance. Blue Chimp Limited for development and compute resources. MegaDetector Team for their work collating, developing and producing generalisable detection models. The many other Open Source projects this work sits upon (nodejs modules, rust crates).

Contributing

Contributions of all kinds are welcome!