Handemoji is a simple AI-based hand gesture recognition that translates a hand pose into the Emoji. Using Tensorflow JS and its Handpose preloaded model to detect the hand object and its parts. Handsign also uses an additional library called Fingerpose to classify certain of custom hand gestures based on the finger position.
#madewithTFJS
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Tensorflow JS - A Library for ML in JS.
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Handpose - A lightweight ML pipeline consisting of two models: A palm detector and a hand-skeleton finger tracking model.
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Fingerpose - A pose classifier for hand landmarks detected by TensorFlow.js Handpose's model.
If you want to learn more about Tensorflow JS and custom gesture handpose, please kindly check these amazing videos
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Machine Learning with TensorFlow in JavaScript - by Jason Lengstorf and Jason Mayes
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Building a Real Time Sign Language Detection App with React.JS and Tensorflow.JS - by Nicholas Renotte
