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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
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Authors
K.RISHITHA,S.MADHESH,CH.MANISRI,V.SEETHARAMA RAO
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Keywords
Machine leaning, LSTM, Convolutional Neural Networks
Abstract
As everything becomes increasingly digitised in this rapidly evolving world, exchanging information plays a crucial role in any work. However, sometimes we may not have access to a computer or other electronic device to create a document, and instead use pen and paper. Unfortunately, people may not be able to understand everything that is expressed on paper due to factors such as poor penmanship. To address this issue, we are developing a platform that can convert handwritten text into editable text. Our primary goal is to classify words directly and segment characters using a convolutional neural network (CNN). Long-term memory networks (LSTM) are also used to create bounding boxes for each character, which are divided and classified.Resulting neural networks can then be used for handwriting character recognition, allowing the platform to reconstruct each word in the handwritten text. This technology can be particularly useful in situations where people need to quickly share information, but don't have access to a computer or other electronic device. By converting handwritten notes into editable text, this platform makes it easier to read, edit, and share information, regardless of the format in which it was originally written.
IJCRT's Publication Details
Unique Identification Number - IJCRT2304577
Paper ID - 234654
Author type - Indian Author
Page Number(s) - e711-e715
Pubished in - Volume 11 | Issue 4 | April 2023
DOI (Digital Object Identifier) -
No Of Downloads - 127
Author Country - India, -, -, -, -, Science and Technology
Publisher Name - IJPUBLICATION | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Published Paper PDF : - http://www.ijcrt.org/papers/IJCRT2304577
Published Paper URL: : - http://ijcrt.org/viewfull.php?&p_id=IJCRT2304577
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K.RISHITHA,S.MADHESH,CH.MANISRI,V.SEETHARAMA RAO, "Handwritten Text Recognition Using ML", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.11, Issue 4, pp.e711-e715, April 2023, Available at :http://www.ijcrt.org/papers/IJCRT2304577.pdf
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The International Journal of Creative Research Thoughts (IJCRT) aims to explore advances in research pertaining to applied, theoretical and experimental Technological studies.
The goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working in and around the world.
IJCRT is Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 7.97 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool), Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
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International Journal of Creative Research Thoughts (IJCRT)
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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