megadetector-gui

A desktop application that makes using MegaDetector's model easier (by petargyurov)

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  • Ask HN: What not-profit-seeking project are you tinkering with this week?
    37 projects | news.ycombinator.com | 18 Oct 2022
    On (some) weekends I work on Megadetector GUI [0]. Megadetector [1] is an object detection model trained on millions of camera trap images and is widely used by conservationists. The issue is that it's rather technical to set up, so I made a GUI for it.

    Currently working on a brand new version (not public just yet) that will use the latest MD version (v5 is way faster), better UI and most importantly GPU support out of the box.

    [0] https://github.com/petargyurov/megadetector-gui

    [1] https://github.com/microsoft/CameraTraps/blob/main/megadetec...

  • Ask HN: Who Wants to Collaborate?
    58 projects | news.ycombinator.com | 1 Jan 2022
    > ML to identify gorillas by their unique nose prints

    Really cool stuff. I wonder if face detection is sufficient too? It has been proven to work for brown bears [0].

    I have also been doing some open source work [1] to democratise object detection in this space but I haven't had the time to make improvements to the project in a while.

    * [0] http://bearresearch.org/

    * [1] https://github.com/petargyurov/megadetector-gui

  • Kea parrots perform domain-general statistical inference
    1 project | news.ycombinator.com | 22 Feb 2021
    In case any camera trap folk are here, I'm currently volunteering with the NZ Department of Conservation to build an AI-assisted image sorting tool that speeds up the weeding out of empty images.

    https://github.com/petargyurov/megadetector-gui

    This currently used to assist the conservation efforts of various endemic species such as the kakapo, kea and takahe. (The ML model used is not limited to just these species!)

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