Projects/AI & ML/Indian Sign Language (ISL) Gesture Recognition to Speech
Artificial Intelligence & Machine LearningMajor Final Year Project
Indian Sign Language (ISL) Gesture Recognition to Speech
Project Overview & Abstract
Assistive technology project for AIML undergraduates. Extracts 21 3D hand coordinates in real time using Google MediaPipe. Sequences landmarks across temporal frames through a stacked LSTM network to accurately recognize 40+ sign gestures and vocalize them via text-to-speech engines.
Technologies & Tools Used
PythonMediaPipeLSTMTensorFlowpyttsx3OpenCV
Deliverable Package File Contents
Source Code ZIP Archive
Complete executable project folder with all scripts & configuration.
IEEE Project Report (.docx & PDF)
Includes Abstract, Literature Survey, System Design, Data Flow, Test Cases, and References.
PPT Presentation Deck (.pptx)
Ready 15-20 slide presentation deck formatted for university viva evaluation.
Complete Deliverables PackageVERIFIED
Source Code, IEEE Report & PPT
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Verified Source Code (ZIP)
Formatted IEEE Project Report (.docx/PDF)
Seminar PPT Presentation
Execution Video & Setup Guide
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