An AI-Based Chicken Disease Management System

Quach, L.-D. and Quoc, N.P. and Thi, N.H. and Le Thanh, N. and Thanh, X.T.T. and Tran, D.C. and Hassan, M.F. (2022) An AI-Based Chicken Disease Management System. Lecture Notes in Electrical Engineering, 758. pp. 707-716. ISSN 18761100

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Abstract

Food stability has always received worldwide attention, especially in the development of the poultry industry. However, the poultry�s diseases have caused the loss of the poultry population and direct income of the owners. In this work, a system comprising of a website and a mobile application has been developed to support disease identification in chickens; the disease spread locations can be managed and traced with maps. In addition, the system allows farmers to make contact and get support from experts through chat, voice calls, and video calls. It also has some e-commerce functions for improving sales of poultry�s owners. The system uses the improved ResNet-50 model, with an accuracy of about 93.56. © 2022, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

Item Type: Article
Additional Information: cited By 1; Conference of 1st International Conference on Artificial Intelligence for Smart Community, AISC 2020 ; Conference Date: 17 December 2020 Through 18 December 2020; Conference Code:286319
Uncontrolled Keywords: Agriculture; Animals, Application for livestock; Disease identification in chicken; Disease management; Disease spread; Food stability; Identify disease spot; Management systems; Mobile applications; Poultry industry; Resnet-50, Diseases
Depositing User: Mr Ahmad Suhairi UTP
Date Deposited: 19 Dec 2023 03:23
Last Modified: 19 Dec 2023 03:23
URI: https://khub.utp.edu.my/scholars/id/eprint/17371

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