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Bengali Braille to Text Translator Achieves 97.25% Accuracy

By PulseAugur Editorial · [1 sources] ·

Researchers have developed a geometric approach to translate Bengali Braille characters into text, addressing a gap in available software for visually impaired individuals learning the language. The system processes images of Braille, tackling challenges like image degradation, rotation, and dot deformation through specialized image processing and geometric analysis. This method achieves an accuracy rate of 97.25% in recognizing Braille characters. AI

IMPACT Provides a specialized tool to improve accessibility for visually impaired individuals learning Bengali.

RANK_REASON This is a research paper describing a novel method for a specific language translation task. [lever_c_demoted from research: ic=1 ai=0.7]

Read on arXiv cs.CV →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Bengali Braille to Text Translator Achieves 97.25% Accuracy

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This is a research paper describing a novel method for a specific language translation task. [lever_c_demoted from research: ic=1 ai=0.7]
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COVERAGE [1]

  1. arXiv cs.CV TIER_1 English(EN) · Minhas Kamal, Amin Ahsan Ali, Muhammad Asif Hossain Khan, Mohammad Shoyaib ·

    Braille to Text Translation for Bengali Language: A Geometric Approach

    arXiv:2012.01494v2 Announce Type: replace Abstract: Braille is the only system to visually impaired people for reading and writing. However, general people cannot read Braille. So, teachers and relatives find it hard to assist them with learning. Almost every major language has s…

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