Signify: Dual-Mode Sign Language Communication Module

Signify is a dual-mode sign language communication module developed to bridge communication gaps between normal users and deaf users.

Features

• Sign Language Communication: Enables real-time communication using sign language.
• Voice-to-Text Conversion: Converts spoken language to text for seamless interaction.
• ML-Based Sign Recognition: Utilizes an LSTM neural network, OpenCV, and MediaPipe Holistic for accurate sign language recognition.
• Web Interface: Provides a user-friendly web interface developed using React and Firebase.

Research Papers

For a deeper understanding of the technology and methodologies used in this project, you can download and read the following research papers:

• Dual Mode Sign Language Communication Mode

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