megadetector-gui
CameraTraps
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| megadetector-gui | CameraTraps | |
|---|---|---|
| 3 | 4 | |
| 41 | 667 | |
| - | 3.1% | |
| 0.0 | 9.0 | |
| over 1 year ago | 5 days ago | |
| JavaScript | Jupyter Notebook | |
| - | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
megadetector-gui
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Ask HN: What not-profit-seeking project are you tinkering with this week?
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...
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Ask HN: Who Wants to Collaborate?
> 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
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Kea parrots perform domain-general statistical inference
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!)
CameraTraps
-
Ask HN: What not-profit-seeking project are you tinkering with this week?
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...
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Camera Trap photo analysis at the Chinko Nature Reserve using Convolutional Neural Networks
32:21 MegaDetector by Microsoft: https://github.com/microsoft/CameraTraps
- Model for detecting deer
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The Maker Show: TinyML for wildlife conservation 🐘
Inspiration and related projects: • Microsoft AI for Earth and their CameraTrap repo • Project 15 and their github repo • Hack The Poacher • Smart Parks
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