Overview
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Learn to build a real-time sign language detection application using React.JS and Tensorflow.JS in this comprehensive 47-minute tutorial. Convert an existing Python Tensorflow model for use in a standalone app with real-time detections. Follow step-by-step instructions to convert a Tensorflow Object Detection API model to Tensorflow.JS Graph Model format, host a trained deep learning model, download the React and Tensorflow.JS Computer Vision Template, make real-time detections using a deployed Tensorflow.JS model, and visualize detections within the HTML canvas. Apply these techniques to your own use cases and projects. Access the completed code on GitHub and explore additional resources for cloud object storage, Tensorflow.JS, and React. Connect with the instructor on social media platforms for further support and guidance.
Syllabus
Building a Real Time Sign Language Detection App with React.JS and Tensorflow.JS | Deep Learning
Taught by
Nicholas Renotte