Potato leaf disease detection using image processing
Paper Details
Potato leaf disease detection using image processing
Abstract
Agriculture is one of the most important pillars of Bangladesh’s economy. However, due to some factors such as plant diseases, pests, climate change, the yield of the farming industry decreases, and the productivity decreases as well. The detection of plant diseases is crucial to avert the losses in the productivity and in the yield. It is not obvious to monitor the plant diseases manually as the act of disease detection is very critical. It needs a huge effort, along with knowledge of plant diseases and extensive processing times. Therefore, image processing technology is used to detect the plant disease, this is done by capturing the input image that undergoes the process and is compared with the dataset. This dataset is compo... Read More read more link button
BBS. 2021. Report of the Share of economic sectors in the GDP in Bangladesh.
DAM. 2020. Report of the Department of Agricultural Marketing, Khamarbari, Dhaka, Bangladesh.
FAOSTAT. 2020. New food balance sheet for Bangladesh. Food and Agriculture Organization of the United Nations. http://www.fao.org/faostat/en/#data/FBS.
GEOPOTATO. 2016-2019. Report of the GEOPOTATO. https://www.wur.nl/en/project/geopotato-control-fungal-disease-in-potato-in-bangladesh.htm
Iqbal MA, Talukder KH. 2020. Detection of Potato Disease Using Image Segmentation and Machine Learning. International Conference on Wireless Communications Signal Processing and Networking (WiSPNET), 43–47. DOI: 10.1109/WiSPNET48689.2020.9198563
Knaak C, Von Eßen J, Kröger M, Schulze F, Abels P, Gillner A. 2021. A Spatio-Temporal Ensemble Deep Learning Architecture for Real-Time Defect Detection during Laser Welding on Low Power Embedded Computing Boards. Sensors 21(12), 4205, DOI: 10.3390/s21124205.
Shrivastava G, Patidar H. 2022. Rice Plant Disease Identification Decision Support Model Using Machine Learning. Ictact Journal on Soft Computing 12(3), 2619-2627. DOI: 10.21917/ijsc.2022.0375
Rokon Uz Zaman, KU Ahmmad, Debasis Sarkar, MAA Mumin, N Salahin (2024), Potato leaf disease detection using image processing; IJAAR, V24, N6, June, P15-19
https://innspub.net/potato-leaf-disease-detection-using-image-processing/
Copyright © 2024
By Authors and International
Network for Natural Sciences
(INNSPUB) https://innspub.net
This article is published under the terms of the
Creative Commons Attribution License 4.0