Deep Learning Based Paddy Disease Classification Using Resnet-50

B, Thamarai S; S, Thirumurugan; P, Kanish; M, Surya

Deep Learning Based Paddy Disease Classification Using Resnet-50

B, Thamarai S and S, Thirumurugan and P, Kanish and M, Surya (2024) Deep Learning Based Paddy Disease Classification Using Resnet-50. In: Proceedings of the 1st International Conference on Artificial Intelligence, Communication, IoT, Data Engineering and Security, IACIDS 2023, 23-25 November 2023, Lavasa, Pune, India.

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Abstract

In this research, a Convolutional Neural Network (CNN) utilizing the ResNet- 50 architecture is presented, demonstrating a noteworthy accuracy level of 97% in the classification of paddy diseases. By curating an extensive dataset of paddy disease images, employing data augmentation techniques, and t

Item Type:	Conference or Workshop Item (UNSPECIFIED)
Date Deposited:	04 Mar 2026 17:19
Last Modified:	17 Apr 2026 00:08
URI:	http://eprints.eai.eu/id/eprint/47797

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