Case Study: Sign-a-Line ASL Recognition
8/4/2024 Published on Medium by Ankit Kumar
In a Nutshell...
Technology can be a powerful force for accessibility. This case study showcases the development of a real-time computer vision system that recognizes American Sign Language (ASL) and vocalizes the signs. Learn how a custom CNN, combined with MediaPipe's precise hand-tracking, achieved 95% accuracy, turning a complex human gesture into audible speech and bridging communication gaps.