Gesture Echo

Highlights

• Developed a real-time hand sign language-to-speech system using ResNet-18 and OpenCV achieving 97% accuracy and 200ms latency on low-end devices, with Google TTS API integration and optimized scalability for high user accessibility.

Links

Source · github.comGitHub - aryann-anand/Gesture-Echo: GestureEcho is a Real-Time advanced solution designed to bridge communication gaps between the Deaf and the hearing world by translating American Sign Language (ASL) into spoken words in real-time. This innovative system utilizes a compact Convolutional Neural Network (CNN) architecture to recognize and predict ASL gestures with high accuracy.GestureEcho is a Real-Time advanced solution designed to bridge communication gaps between the Deaf and the hearing world by translating American Sign Language (ASL) into spoken words in real-time....