Braille Character Recognition Using Deep Learning Techniques

Ms.Asiya Farseen , Dr Kumaraswamy S

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Braille Character Recognition (BCR) is a technique for finding and identifying Braille documents that are saved in images like jpeg, jpg, tiff, or gif files, and then converting the text into a machine-readable form like a text file. BCR transforms an image’s pixel representation into its corresponding character representation. Numerous advantages of braille recognition make working at institutions and schools for the blind and visually impaired easier on a daily basis. Since it would take a very long time to look through, read, or rewrite all of the paper forms and documents that are used in many schools to educate blind pupils by hand, it makes sense to try to automate this process. OCR is a technology that transforms scanned, printed, and handwritten image files into legible, editable text documents. The OCR system converted the file from the image it got by comparing the characters. using the collection of OCR-stored databases. Character recognition is being employed in many significant applications, such as speed track, which the government has used to monitor speeding vehicles. It is possible for blind persons to read text using character recognition. It has given the community’s blind members new hope.

Published Paper   E-Certificate

"Braille Character Recognition Using Deep Learning Techniques", IJSDR - International Journal of Scientific Development and Research (www.IJSDR.org), ISSN:2455-2631, Vol.8, Issue 3, page no.400 - 406, March-2023, Available :https://ijsdr.org/papers/IJSDR2303062.pdf

Volume 8 Issue 3, March-2023

Pages : 400 - 406

Paper Reg. ID: IJSDR_204411

Published Paper Id: IJSDR2303062

Downloads: 000347320

Research Area: Engineering

Country: -, -, -

Published Paper PDF: https://ijsdr.org/papers/IJSDR2303062

Published Paper URL: https://ijsdr.org/viewpaperforall?paper=IJSDR2303062

ISSN: 2455-2631 | IMPACT FACTOR: 9.15 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 9.15 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

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