Sign Language Recognition Using Hand Gestures
Pravin Baban More, Amolkumar N. Jadhav, Irfan Khatik, Sonam Singh, Vishal Borate, Yogesh Kisan Mali
Abstract
Communication is an essential part of life, but it can be a significant challenge for those who cannot speak. That’s why we are working on a research project to develop a real-time American Sign Language (ASL) detector using computer vision and machine learning. Our goal is to create a solution that has the potential to transform the lives of people who rely on sign language. Imagine the frustration of wanting to express yourself or use voice-activated technology without the ability to speak. While sign language interpreters are a valuable resource, their cost can be a significant barrier to consistent access.
Topics & Concepts
GestureSign languageComputer scienceGesture recognitionSign (mathematics)Speech recognitionArtificial intelligenceNatural language processingLinguisticsMathematicsPhilosophyMathematical analysisHand Gesture Recognition SystemsHearing Impairment and CommunicationGait Recognition and Analysis