UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 6 Issue 6
June-2019
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1907O09


Registration ID:
223800

Page Number

49-55

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Title

Machine Learning Based Assistive System for Visually Impaired People

Abstract

In this paper, we are going to invent a camera-based assistive text identification tool to help blind people read text from images and household objects in their daily life. The system implementation depends on three main components: First, image capture-using a system camera with the help of Open-CV, the text from this image get extracted further, second, data processing -where text will be evaluated from the images and will be identified by optical character recognition (OCR) tool, and finally, Speech output generated with respect to identified text The text will be given to input for GTTS for audio output. In addition to text identified by using OCR tool and machine learning methodologies are advantages for our implementation. The text extraction methods are used to extract the text from image or document. The extracted text is then converted into a voice and output is given to the user. We have challenges to overcome text generation and voice generation accuracy over existing work done. We are going to invent a system which will assist blind people to read text documents without any person's help.

Key Words

Convolutional Neural Network, Optical character recognition, Google Text To Speech, Open Compute Vision.

Cite This Article

"Machine Learning Based Assistive System for Visually Impaired People", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 6, page no.49-55, June 2019, Available :http://www.jetir.org/papers/JETIR1907O09.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Machine Learning Based Assistive System for Visually Impaired People", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 6, page no. pp49-55, June 2019, Available at : http://www.jetir.org/papers/JETIR1907O09.pdf

Publication Details

Published Paper ID: JETIR1907O09
Registration ID: 223800
Published In: Volume 6 | Issue 6 | Year June-2019
DOI (Digital Object Identifier):
Page No: 49-55
Country: -, -, - .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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