ASL Practice App Proof Of Concept In Software Engineering And Web Dev
AI-powered ASL quizzes & learning content on YouTube. Custom MediaPipe Gesture Recognizer & top-performing Kaggle ASL model used for finger spelling & vocabulary practice.
Introduction This app is designed as a learning tool that allows users to check their proficiency in American Sign Language (ASL) through AI-powered quizzes after engaging with ASL learning content on YouTube. For ASL recognition, I utilized a customized MediaPipe Gesture Recognizer and a top-performing model from a Kaggle ASL competition (Unfortunately, it was not developed by me). I created this app as a Proof of Concept (PoC) to demonstrate the idea's technical feasibility. While the UI/UX is still in its initial stage and has big room for improvement, the focus of this project was on sho...