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Title: :  HANDWRITTEN CHARACTER RECOGNITION USING CNN
PaperId: :  17187
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 3 2022
DUI:    16.0415/IJARIIE-17187
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
SHODA BHAVYAVASIREDDY VENKATADRI INSTITUTE OF TECHNOLOGY
SHAIK CHANDINIVASIREDDY VENKATADRI INSTITUTE OF TECHNOLOGY
SUVARAGATI DEEPIKAVASIREDDY VENKATADRI INSTITUTE OF TECHNOLOGY
PARVATHANENI KIRANMAYIVASIREDDY VENKATADRI INSTITUTE OF TECHNOLOGY

Abstract

ELECTRONICS AND COMMUNICATION ENGINEERING
character recognition, segmentation, CNN architectures, IAM dataset, sequence modeling, CTC layer
This paper seeks to classify an individual handwritten word so that handwritten text can be translated to a digital form. The problem is a formulation of both classification as well as sequence modeling due to its inherent nature that the occurrence of individual characters depends on the previous few characters. We investigate various neural network architectures to build a model that performs character segmentation, and then reconstruct each word. We will train and test our model on IAM handwriting database.

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IJARIIE SHODA BHAVYA, SHAIK CHANDINI, SUVARAGATI DEEPIKA, and PARVATHANENI KIRANMAYI. "HANDWRITTEN CHARACTER RECOGNITION USING CNN" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 3 2022 Page 3175-3181
MLA SHODA BHAVYA, SHAIK CHANDINI, SUVARAGATI DEEPIKA, and PARVATHANENI KIRANMAYI. "HANDWRITTEN CHARACTER RECOGNITION USING CNN." International Journal Of Advance Research And Innovative Ideas In Education 8.3(2022) : 3175-3181.
APA SHODA BHAVYA, SHAIK CHANDINI, SUVARAGATI DEEPIKA, & PARVATHANENI KIRANMAYI. (2022). HANDWRITTEN CHARACTER RECOGNITION USING CNN. International Journal Of Advance Research And Innovative Ideas In Education, 8(3), 3175-3181.
Chicago SHODA BHAVYA, SHAIK CHANDINI, SUVARAGATI DEEPIKA, and PARVATHANENI KIRANMAYI. "HANDWRITTEN CHARACTER RECOGNITION USING CNN." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 3 (2022) : 3175-3181.
Oxford SHODA BHAVYA, SHAIK CHANDINI, SUVARAGATI DEEPIKA, and PARVATHANENI KIRANMAYI. 'HANDWRITTEN CHARACTER RECOGNITION USING CNN', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, 2022, p. 3175-3181. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/HANDWRITTEN_CHARACTER_RECOGNITION_USING_CNN_ijariie17187.pdf (Accessed : 09 June 2024).
Harvard SHODA BHAVYA, SHAIK CHANDINI, SUVARAGATI DEEPIKA, and PARVATHANENI KIRANMAYI. (2022) 'HANDWRITTEN CHARACTER RECOGNITION USING CNN', International Journal Of Advance Research And Innovative Ideas In Education, 8(3), pp. 3175-3181IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/HANDWRITTEN_CHARACTER_RECOGNITION_USING_CNN_ijariie17187.pdf (Accessed : 09 June 2024)
IEEE SHODA BHAVYA, SHAIK CHANDINI, SUVARAGATI DEEPIKA, and PARVATHANENI KIRANMAYI, "HANDWRITTEN CHARACTER RECOGNITION USING CNN," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, pp. 3175-3181, May-Jun 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/HANDWRITTEN_CHARACTER_RECOGNITION_USING_CNN_ijariie17187.pdf [Accessed : 09 June 2024].
Turabian SHODA BHAVYA, SHAIK CHANDINI, SUVARAGATI DEEPIKA, and PARVATHANENI KIRANMAYI. "HANDWRITTEN CHARACTER RECOGNITION USING CNN." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 3 (09 June 2024).
Vancouver SHODA BHAVYA, SHAIK CHANDINI, SUVARAGATI DEEPIKA, and PARVATHANENI KIRANMAYI. HANDWRITTEN CHARACTER RECOGNITION USING CNN. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : 09 June 2024]; 8(3) : 3175-3181. Available from: https://ijariie.com/AdminUploadPdf/HANDWRITTEN_CHARACTER_RECOGNITION_USING_CNN_ijariie17187.pdf
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