Mobile application for determining input level of fertilizer and detecting diseases in crops

This thesis report is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2014.

Bibliographische Detailangaben
Hauptverfasser:	Rashid, Tasneem Tazeen, Thuza, Hossain, Sazzad
Weitere Verfasser:	Alom, Md. Zahangir
Format:	Abschlussarbeit
Sprache:	English
Veröffentlicht:	BRAC University 2014
Schlagworte:	Computer science and engineering Mobile application
Online Zugang:	http://hdl.handle.net/10361/3757

id	10361-3757
record_format	dspace
spelling	10361-37572022-01-26T10:08:22Z Mobile application for determining input level of fertilizer and detecting diseases in crops Rashid, Tasneem Tazeen Thuza Hossain, Sazzad Alom, Md. Zahangir Department of Computer Science and Engineering, BRAC University Computer science and engineering Mobile application This thesis report is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2014. Cataloged from PDF version of thesis report. Includes bibliographical references (page 46 -49). Economic development and food security in Bangladesh significantly depend on agriculture production. Despite progresses made in agricultural techniques, farmers in Bangladesh still face difficulties in determining required levels of fertilizer and detecting different diseases during cultivation period. Using adequate fertilizer during specific periods of production and early detection of diseases ensure effective and efficient use of fertilizer and good harvest of crops. On the other hand, mobile phone usage has increased exponentially among the population of Bangladesh.. People from all walks of life are using mobile phones and different associated applications for gaining economic and social benefits. However, very few mobile phone applications benefit agricultural production and specifically aim farmers. This thesis is aimed at developing an android application to generate an automated mobile-based system to serve two purposes: a) determine the amount of input level of fertilizer for paddy, and b) detect diseases of potato through image processing of leaves. The purpose of such development was to assemble an application with a user friendly interface and implement some effective algorithms considering the problems. In order to develop the application, different algorithms, approaches and languages were examined that can ensure a user friendly interface. Determining the input level of fertilizer for paddy was executed in android using “Principal Component Analysis” algorithm. On the other hand, two specific potato leaf diseases― “Early Blight” and “Late Blight”― were detected employing “Mathematical morphology”, “Leaf Vein Detection” and “Blob detection” algorithms in MATLab. The result showed that color of paddy leaf matched precisely with the LCC to determine the input level of Urea while the application successfully recognized affected parts in the potato leaf. Evaluating with the real time data, this thesis can be a very promising application to help the farmers with their harvesting procedure. Tasneem Tazeen Rashid Thuza Sazzad Hossain B. Computer Science and Engineering 2014-10-12T06:52:36Z 2014-10-12T06:52:36Z 2014 2014-09 Thesis ID 10201008 ID 10201023 ID 11301018 http://hdl.handle.net/10361/3757 en BRAC University Internship reports are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. 49 pages application/pdf BRAC University
institution	Brac University
collection	Institutional Repository
language	English
topic	Computer science and engineering Mobile application
spellingShingle	Computer science and engineering Mobile application Rashid, Tasneem Tazeen Thuza Hossain, Sazzad Mobile application for determining input level of fertilizer and detecting diseases in crops
description	This thesis report is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2014.
author2	Alom, Md. Zahangir
author_facet	Alom, Md. Zahangir Rashid, Tasneem Tazeen Thuza Hossain, Sazzad
format	Thesis
author	Rashid, Tasneem Tazeen Thuza Hossain, Sazzad
author_sort	Rashid, Tasneem Tazeen
title	Mobile application for determining input level of fertilizer and detecting diseases in crops
title_short	Mobile application for determining input level of fertilizer and detecting diseases in crops
title_full	Mobile application for determining input level of fertilizer and detecting diseases in crops
title_fullStr	Mobile application for determining input level of fertilizer and detecting diseases in crops
title_full_unstemmed	Mobile application for determining input level of fertilizer and detecting diseases in crops
title_sort	mobile application for determining input level of fertilizer and detecting diseases in crops
publisher	BRAC University
publishDate	2014
url	http://hdl.handle.net/10361/3757
work_keys_str_mv	AT rashidtasneemtazeen mobileapplicationfordetermininginputleveloffertilizeranddetectingdiseasesincrops AT thuza mobileapplicationfordetermininginputleveloffertilizeranddetectingdiseasesincrops AT hossainsazzad mobileapplicationfordetermininginputleveloffertilizeranddetectingdiseasesincrops
_version_	1814307453590831104

Mobile application for determining input level of fertilizer and detecting diseases in crops

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