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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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Issue: May 2024
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| Paper Title: | Object Detection and Recognition of A Handwritten Hindi Character On a Background Image |
| Authors Name: | Chitra Desai |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJNRD_195577
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| Published Paper Id: | IJNRD2305451 |
| Published In: | Volume 8 Issue 5, May-2023 |
| DOI: | |
| Abstract: | To localize the object within an image, object detection and recognition, the subfields of computer vision are used together. When a handwritten character is to be recognized, it involves pattern recognition in the image for the given set of handwritten characters. In this paper set of Hindi, language characters is used for training the model. Convolution neural network and transferring learning is used for generating the model. The images in the training dataset are augmented. Augmented images significantly contribute to improving model performance. This paper aims at identifying the presence of a handwritten Hindi character on the background image, that is object detection, and identifying the character, that is object recognition using transfer learning and convolutional neural network. |
| Keywords: | : Object detection, Object recognition, Convolutional neural network, handwritten Hindi Character |
| Cite Article: | "Object Detection and Recognition of A Handwritten Hindi Character On a Background Image", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 5, page no.e430-e435, May-2023, Available :http://www.ijnrd.org/papers/IJNRD2305451.pdf |
| Downloads: | 000118756 |
| 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 |
| Publication Details: |
Published Paper ID:IJNRD2305451 Registration ID: 195577 Published In: Volume 8 Issue 5, May-2023 DOI (Digital Object Identifier): Page No: e430-e435 Country: Pune, MAHARASHTRA, India Research Area: Computer Science & Technology Publisher : IJ Publication Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD2305451 Published Paper PDF: https://www.ijnrd.org/papers/IJNRD2305451 |
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ISSN: 2456-4184
Impact Factor: 8.76 and ISSN APPROVED
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