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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.

License: GNU General Public License v3.0

C++ 20.90% Python 79.10%
bigdataanalytics cpp datanalytics datavisualisation exploratory-data-analysis machine-learning machine-learning-algorithms python

smart-glove-sign-language-translator's Introduction

Hi there ๐Ÿ‘‹

  • ๐Ÿ‘ฉ Iโ€™m Wania Khan (She/her)
  • ๐Ÿ‘€ Iโ€™m tech enthusiast and Machine Learning researcher. Recently completed my Masters in Green Networking and Cloud Computing.
  • ๐ŸŒฑ I have strong expertise in data analytics, data visualization and data modelling. I have done quite many projects which I consider can help other students or data enthusiasts like me ๐Ÿ™‚
  • ๐Ÿ’ป I am expert in python prgramming but I also have a good grip in C++, Java and SQL.
  • ๐Ÿ’ž๏ธ Are you interested in data science and machine learning? check out my repositories.
  • ๐Ÿ“ซ Reach out to me on my linkedin account - link given in the profile section.

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