Gesture to Speech Using CNN and Python

A Real-Time System for Sign Language Translation

von Dhanus Mani

68 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

A system designed to convert hand sign gestures into voice and text using a Python- based Convolutional Neural Network (CNN) model offers a robust solution for bridging communication gaps. This system leverages computer vision techniques to capture hand gestures, which are then processed by a trained CNN model for recognition. The recognized gestures are subsequently converted into textual output and further synthesized into speech using text-to-speech (TTS) libraries. This approach provides a real- time, accessible method for individuals using sign language to communicate with those unfamiliar with it, enhancing inclusivity and understanding.

• Themen: Technologie, Ingenieurswissenschaft, Landwirtschaft, Industrieprozesse Technologie, allgemein
• ISBN: 9789999330268
• Sprache: Englisch
• Erscheinungsdatum: 01.01.2025
• Größe: 229 x 152 mm
• Verlag: Eliva Press