Object Detection and Recognition of A Handwritten Hindi Character On a Background Image

Registration ID: IJNRD_195577

Published ID: IJNRD2305451

DOI: Click Here to Get

Chitra Desai

: Object detection, Object recognition, Convolutional neural network, handwritten Hindi Character

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.

Published Paper   E-Certificate

Chitra Desai (May-2023). Object Detection and Recognition of A Handwritten Hindi Character On a Background Image. INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 8(5), e430-e435. https://ijnrd.org/papers/IJNRD2305451.pdf

Volume 8 Issue 5, May-2023

Pages : e430-e435

Paper Reg. ID: IJNRD_195577

Published Paper Id: IJNRD2305451

Downloads: 000121982

Research Area: Computer Science & Technology 

Country: Pune, MAHARASHTRA, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2305451.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2305451

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

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