WaniaKhance/Smart-Glove-Sign-Language-Translator
In this project, we have developed 'Smart Glove' - a sign language translator. It consists of both hardware and software modules for translation and prediction analysis. We perform real-time translation of hand gesture into speech and text. In this project, we have used different machine learning models for prediction analysis including KNN, SVM, Decision Tree, Naive Bayes, Random Forest and Logistic Regression.
This Smart Glove project helps bridge communication gaps by translating sign language gestures into spoken words and text in real-time. By wearing a specialized glove, the movements of the hand and fingers are captured and converted instantly. This is designed for individuals who use sign language to communicate with people who do not understand it.
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Use this if you need a real-time solution for translating sign language into speech and text, making interactions smoother with non-sign language users.
Not ideal if you need to translate complex conversations that require nuanced understanding beyond basic gesture-to-word translation.
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20
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2
Language
Python
License
GPL-3.0
Category
Last pushed
Feb 01, 2025
Commits (30d)
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