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Title: :  RECOGNITION OF TAMIL BRAHMI CHARACTERS USING HYBRID NEURAL NETWORKS
PaperId: :  21728
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 5 2023
DUI:    16.0415/IJARIIE-21728
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
SUJITH ABANNARI AMMAN INSTITUTE OF TECHNOLOGY
SINEKA VBANNARI AMMAN INSTITUTE OF TECHNOLOGY
VISALI VBANNARI AMMAN INSTITUTE OF TECHNOLOGY
MADHUMITHA ABANNARI AMMAN INSTITUTE OF TECHNOLOGY

Abstract

Computer Engineering
Brahmi characters - Hybrid machine learning model - Convolutional Neural Network - Recurrent Neural Network
A modern method of identifying the characters of ancient Tamil inscription. This paper presents an advanced approach to deciphering the characters found in ancient Tamil inscriptions, with a specific focus on the Brahmi type of Tamil characters. Unlike modern Tamil, which is widely understood, these characters, dating back to the 14th century, pose a significant challenge in interpretation. These inscriptions hold invaluable information concerning the lives of kings, their societal contributions, as well as insights into the field of medicine during that era. Consequently, this research paper introduces a novel method for extracting meaningful information from these inscriptions and written scripts by employing a Hybrid Machine Learning Model that combines Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN). Through this innovative approach, the ancient characters can be accurately recognized and subsequently translated, leading to a deeper understanding of historical and medical knowledge encoded within these valuable sources.

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IJARIIE SUJITH A, SINEKA V, VISALI V, and MADHUMITHA A. "RECOGNITION OF TAMIL BRAHMI CHARACTERS USING HYBRID NEURAL NETWORKS" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 5 2023 Page 1381-1384
MLA SUJITH A, SINEKA V, VISALI V, and MADHUMITHA A. "RECOGNITION OF TAMIL BRAHMI CHARACTERS USING HYBRID NEURAL NETWORKS." International Journal Of Advance Research And Innovative Ideas In Education 9.5(2023) : 1381-1384.
APA SUJITH A, SINEKA V, VISALI V, & MADHUMITHA A. (2023). RECOGNITION OF TAMIL BRAHMI CHARACTERS USING HYBRID NEURAL NETWORKS. International Journal Of Advance Research And Innovative Ideas In Education, 9(5), 1381-1384.
Chicago SUJITH A, SINEKA V, VISALI V, and MADHUMITHA A. "RECOGNITION OF TAMIL BRAHMI CHARACTERS USING HYBRID NEURAL NETWORKS." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 5 (2023) : 1381-1384.
Oxford SUJITH A, SINEKA V, VISALI V, and MADHUMITHA A. 'RECOGNITION OF TAMIL BRAHMI CHARACTERS USING HYBRID NEURAL NETWORKS', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 5, 2023, p. 1381-1384. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/RECOGNITION_OF_TAMIL_BRAHMI_CHARACTERS_USING_HYBRID_NEURAL_NETWORKS_ijariie21728.pdf (Accessed : 15 March 2024).
Harvard SUJITH A, SINEKA V, VISALI V, and MADHUMITHA A. (2023) 'RECOGNITION OF TAMIL BRAHMI CHARACTERS USING HYBRID NEURAL NETWORKS', International Journal Of Advance Research And Innovative Ideas In Education, 9(5), pp. 1381-1384IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/RECOGNITION_OF_TAMIL_BRAHMI_CHARACTERS_USING_HYBRID_NEURAL_NETWORKS_ijariie21728.pdf (Accessed : 15 March 2024)
IEEE SUJITH A, SINEKA V, VISALI V, and MADHUMITHA A, "RECOGNITION OF TAMIL BRAHMI CHARACTERS USING HYBRID NEURAL NETWORKS," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 5, pp. 1381-1384, Sep-Oct 2023. [Online]. Available: http://ijariie.com/AdminUploadPdf/RECOGNITION_OF_TAMIL_BRAHMI_CHARACTERS_USING_HYBRID_NEURAL_NETWORKS_ijariie21728.pdf [Accessed : 15 March 2024].
Turabian SUJITH A, SINEKA V, VISALI V, and MADHUMITHA A. "RECOGNITION OF TAMIL BRAHMI CHARACTERS USING HYBRID NEURAL NETWORKS." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 5 (15 March 2024).
Vancouver SUJITH A, SINEKA V, VISALI V, and MADHUMITHA A. RECOGNITION OF TAMIL BRAHMI CHARACTERS USING HYBRID NEURAL NETWORKS. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : 15 March 2024]; 9(5) : 1381-1384. Available from: http://ijariie.com/AdminUploadPdf/RECOGNITION_OF_TAMIL_BRAHMI_CHARACTERS_USING_HYBRID_NEURAL_NETWORKS_ijariie21728.pdf
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