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One project that makes use of technological breakthroughs to help people who are especially in need is sign language recognition. It was our intention to construct a sign detector for this use. Using deep learning techniques can aid in breaking down obstacles to communication. Our goal is to identify and present letters based on hand gestures. It comes to communicating with others, it can be helpful for deaf people. Since we comprehend sign languages, we can display findings using an efficient net B0 model that has never been used before. System offers a useful and engaging tool for learning sign language, with the goal of assisting the hearing-impaired community in overcoming communication hurdles.

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AI-Based Learning System for Deaf Community Using Machine Learning Techniques

  • 章节

  • 发表日期：

    2026年

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  • Zain UL Abedeen,
  • Khizar Abbas,
  • Ruba Shabbir,
  • Arshia Butt

摘要

One project that makes use of technological breakthroughs to help people who are especially in need is sign language recognition. It was our intention to construct a sign detector for this use. Using deep learning techniques can aid in breaking down obstacles to communication. Our goal is to identify and present letters based on hand gestures. It comes to communicating with others, it can be helpful for deaf people. Since we comprehend sign languages, we can display findings using an efficient net B0 model that has never been used before. System offers a useful and engaging tool for learning sign language, with the goal of assisting the hearing-impaired community in overcoming communication hurdles.