handpose-facemesh-demos
EyeCommander
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handpose-facemesh-demos | EyeCommander | |
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3 | 9 | |
183 | 52 | |
- | - | |
1.8 | 3.8 | |
over 3 years ago | 6 months ago | |
JavaScript | JavaScript | |
- | MIT License |
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handpose-facemesh-demos
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Tracking mentions began in Dec 2020.
EyeCommander
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Looking for good open source project(s) to contribute to
We have a bunch of projects we would totally welcome PRs on. We are a charity supporting children and adults who canโt speak. We have a range of technologies - both for accessing technology and communicating directly using node (and other environments..) eg - eyecommander. A blink detection system https://github.com/AceCentre/EyeCommander - pasco. A system for blind children and adults to speak using one button. https://github.com/AceCentre/pasco/tree/refactor (the refactor branch is far nicer code. And soon to be merged with master) - launchpad. A way of generating low tech (paper based) resources. https://github.com/AceCentre/aac-launchpad - morse learn. A way of learning morse code if you are blind https://github.com/AceCentre/morse-learn
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any webcam eye tracking in c++?
Nobodies really cracked the webcam eye tracking thing at good detail. If you want blink detection look at facemesh. Example here in node https://github.com/AceCentre/EyeCommander and c details on mediapipe https://google.github.io/mediapipe/getting_started/cpp.html
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Turning a Webcam into a Keyboard by Blinking in Morse Code. Interesting assistive tech applications?
Neat I think. Nb. You can do the same with https://github.com/AceCentre/MorseWriter and https://acecentre.org.uk/resources/eyecommander
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Detecting blinks and Eye direction for switch input for disabilities - help needed! We have a model in python that needs migrating into the node app. Currently detecting blinks using mediapipe. Helping locked in patients speak.
There is a nice TensorFlow model here https://github.com/AceCentre/EyeCommander/tree/main/python_proof_of_concept - we had a hard time integrating it into the node app (not helped by trying to do it on a m1 Mac!) which if anyone out there wants to help out on weโd love your input! https://github.com/AceCentre/EyeCommander/issues/39
What are some alternatives?
ml5-library - Friendly machine learning for the web! ๐ค
q5xjs - A small and fast alternative (experimental) implementation of p5.js
teachablemachine-node - Using Teachable Machine Models in Node.js
p5.EasyCam - A p5.js library for easy 3D camera control.
TFJS-object-detection - Real-time custom object detection in the browser using tensorflow.js
nsfwjs - NSFW detection on the client-side via TensorFlow.js
gaze-detection - ๐ Use machine learning in JavaScript to detect eye movements and build gaze-controlled experiences.
poor-mans-vr - Watch videos in VR using only your front camera + tensorflow.js
eyeLike - A webcam based pupil tracking implementation.