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INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016 Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (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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| Paper Title: | Handwritten Telugu Character Recognition Using Convolutional Neural Networks |
| Authors Name: | Rudra Gangapavanidevi , Sarihaddu Jagan Mohan , Vasa Pavan kumar , Puchakayala Swetha , Pilli Ramya |
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IJNRD_187157
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| Published Paper Id: | IJNRD2304119 |
| Published In: | Volume 8 Issue 4, April-2023 |
| DOI: | |
| Abstract: | Handwritten recognition plays vital role in the recognition of characters of old documents by using Optical character recognition and Convolution Neural Networks. The main challenge in the existing Telugu OCR system is unable to recognizes and the slant correction of the Handwritten text of Telugu characters. To overcome this problem using different Telugu character images as dataset and convolutional neural network method to obtain high accuracy and recognition rate. Generally conventional neural network method will have different layers like conventional layer, max pooling layer, fully connected layer andSoftMax layer. Once the input character image is passed through these layers and finally obtain the recognized character as outputimage from SoftMax layer. |
| Keywords: | Optical character recognition(OCR) , Convolution Neural Networks, Recognition, Hand written Recognition(HCR) |
| Cite Article: | "Handwritten Telugu Character Recognition Using Convolutional Neural Networks", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 4, page no.b178-b182, April-2023, Available :http://www.ijnrd.org/papers/IJNRD2304119.pdf |
| Downloads: | 000118747 |
| ISSN: |
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 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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Published Paper ID:IJNRD2304119 Registration ID: 187157 Published In: Volume 8 Issue 4, April-2023 DOI (Digital Object Identifier): Page No: b178-b182 Country: Tadepalligudem, Andhra Pradesh, India Research Area: Computer Science & Technology Publisher : IJ Publication Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD2304119 Published Paper PDF: https://www.ijnrd.org/papers/IJNRD2304119 |
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ISSN: 2456-4184
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