Paper Title
Object Detection and Recognition of A Handwritten Hindi Character On a Background Image
Article Identifiers
Authors
Chitra Desai
Keywords
: Object detection, Object recognition, Convolutional neural network, handwritten Hindi Character
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.
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How To Cite
"Object Detection and Recognition of A Handwritten Hindi Character On a Background Image", IJNRD - INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (www.IJNRD.org), ISSN:2456-4184, Vol.8, Issue 5, page no.e430-e435, May-2023, Available :https://ijnrd.org/papers/IJNRD2305451.pdf
Issue
Volume 8 Issue 5, May-2023
Pages : e430-e435
Other Publication Details
Paper Reg. ID: IJNRD_195577
Published Paper Id: IJNRD2305451
Downloads: 000121115
Research Area: Computer Science & TechnologyÂ
Country: Pune, MAHARASHTRA, India
Published Paper PDF: https://ijnrd.org/papers/IJNRD2305451.pdf
Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2305451
About Publisher
Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)
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
Publisher: IJNRD (IJ Publication) Janvi Wave
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This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition
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INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (IJNRD) 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. IJNRD will provide an opportunity for practitioners and educators of engineering field to exchange research evidence, models of best practice and innovative ideas.
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