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megadetector-gui
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futurecoder | megadetector-gui | |
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105 | 3 | |
1,230 | 41 | |
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7.1 | 0.0 | |
11 days ago | over 1 year ago | |
Python | JavaScript | |
MIT License | - |
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futurecoder
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I have recently found a neat new (to me) resource for learning Python. It's called futurecoder and you can find it at https://futurecoder.io.
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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!)
What are some alternatives?
learn oops in python - 📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.
HPI - Human Programming Interface 🧑👽🤖
py4e - Web site for www.py4e.com and source to the Python 3.0 textbook
mnm - mnm implements TMTP protocol. Let Internet sites message members directly, instead of unreliable, insecure email. Contributors welcome! (Server)
pyodide - Pyodide is a Python distribution for the browser and Node.js based on WebAssembly
schemats - A postgres & mysql -> typescript interface generator
oppia - A free, online learning platform to make quality education accessible for all.
CameraTraps - PyTorch Wildlife: a Collaborative Deep Learning Framework for Conservation.
Basic-Algorithms - Basic algorithms and data structures written in different programming languages
SpeechLoop - Many ASRs under one roof. With Benchmarking... answering the question. What is the best ASR for my dataset?
materials - Bonus materials, exercises, and example projects for our Python tutorials
readable-thrift - Human-friendly Thrift encoder/decoder