https://github.com/bencevans/camtrap-detector

Detect Animals, Humans and Vehicles in Camera Trap Imagery. Powered by MegaDetector v5.
https://github.com/bencevans/camtrap-detector

ai4good camera-traps conservation ecology hacktoberfest megadetector neural-network tauri-app

Last synced: 11 days ago
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Detect Animals, Humans and Vehicles in Camera Trap Imagery. Powered by MegaDetector v5.

• Host: GitHub
• URL: https://github.com/bencevans/camtrap-detector
• Owner: bencevans
• License: apache-2.0
• Created: 2022-08-10T13:22:14.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2024-10-01T22:54:22.000Z (about 1 month ago)
• Last Synced: 2024-10-12T14:37:11.860Z (25 days ago)
• Topics: ai4good, camera-traps, conservation, ecology, hacktoberfest, megadetector, neural-network, tauri-app
• Language: Rust
• Homepage: https://camtrap.net/detector
• Size: 13.4 MB
• Stars: 36
• Watchers: 5
• Forks: 1
• Open Issues: 11
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE

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README

        


  



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 |

|---------|---------|--------|

|  |  |  |

|![windows_select png-shadow](https://user-images.githubusercontent.com/638535/210595909-1856abf5-a92f-4264-aace-ad724dee1144.png)|![windows_process png-shadow](https://user-images.githubusercontent.com/638535/210595978-deb9eff2-9dec-4b6d-b96f-d0ba53485798.png)|![windows_export png-shadow](https://user-images.githubusercontent.com/638535/210596005-104d8257-d24d-4127-af86-0f3bce43ee3b.png)|

## ❤️ Sponsors and Contributors

Great big thank you to all that have supported this project. Including [London HogWatch](https://www.zsl.org/conservation/species/mammals/london-hogwatch) for inital funding and continued guidance. [Blue Chimp Limited](https://bluechimp.io) for development and compute resources. [MegaDetector](https://github.com/microsoft/CameraTraps/graphs/contributors) Team for their work collating, developing and producing generalisable detection models. The many other Open Source projects this work sits upon ([nodejs modules](package.json), [rust crates](src-tauri/Cargo.toml)).

## Contributing

Contributions of all kinds are welcome!

* Found a bug? Please open an [issue](https://github.com/bencevans/camtrap-detector/issues/new) and let us know

* Looking for a feature? Start a [discussion](https://github.com/bencevans/camtrap-detector/discussions/new)

* Fancy hacking on the project? Please see [CONTRIBUTING.md](CONTRIBUTING.md) for more information on getting set up.

* Looking to help fund work on CamTrap Detector and futher open source projects? [https://github.com/sponsors/bencevans](https://github.com/sponsors/bencevans)