Smart detection and classification of fungal disease in rice plants using image processing techniques

Smart detection and classification of fungal disease in rice plants using image processing techniques

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2024.

Manylion Llyfryddiaeth
Prif Awduron:	Rashed, Akib, Ifraj, Sabista, Toa, Mashfia Zaman
Awduron Eraill:	Ahmed, Md. Sabbir
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2024
Pynciau:	Fungal infection Disease detection Rice plant Machine learning Binary classification Plant diseases > Diagnosis. Image processing > Digital techniques. Sustainable agriculture.
Mynediad Ar-lein:	http://hdl.handle.net/10361/24338

Eitemau Tebyg

Smart agriculture management system for rice disease detection and fertilizer
gan: Faiyaz, Md Abrar Hossen, et al.
Cyhoeddwyd: (2024)

Plant disease detection using convolutional neural network
gan: Hossain, Mohammad Shifat, et al.
Cyhoeddwyd: (2021)

Exploration of endophytic fungi and their bioactive potential associated with Punica Granatum
gan: Haque, S.A.M. Salman
Cyhoeddwyd: (2023)

A text book of plant pathology /
gan: Ashrafuzzaman, Hasan
Cyhoeddwyd: (1991)

Plant leaf disease identification
gan: Hasan Mahin, Mohammad Rakibul, et al.
Cyhoeddwyd: (2024)

An efficient deep learning approach to detect citrus leaves disease
gan: Emon, Shaharear Hossain, et al.
Cyhoeddwyd: (2024)

Plant disease diagnosis using deep transfer learning architectures- VGG19, MobileNetV2 and Inception-V3
gan: Kobra, Khadija-Tul, et al.
Cyhoeddwyd: (2022)

Plant pathology /
gan: Agrios, George N., 1936-
Cyhoeddwyd: (2006)

PlantGuard: intelligent plant disease detection
gan: Khanom, Nazifa
Cyhoeddwyd: (2024)

Investigation of adverse effects of oral voriconazole in the treatment of fungal infection using The FDA Adverse Event Reporting System (FAERS)
gan: Onanna, Kazi
Cyhoeddwyd: (2024)

Domestication, production and utilization of new crops /
Cyhoeddwyd: (1997)

Literature review of insect pests and diseases of rice in Bangladesh.
Cyhoeddwyd: (1977)

Design of a smart photovoltaic greenhouse with plant growth based Monitoring System
gan: Islam, MD Jubydul, et al.
Cyhoeddwyd: (2024)

Friends of the rice farmer : helpful insects, spiders, and pathogens /
gan: Shepard, Barclay M.
Cyhoeddwyd: (1987)

Glymphatic system: a pathway for managing endogenous metabolites in CNS
gan: Tasneem, Sadia
Cyhoeddwyd: (2021)

Disease detection system of mango leaves
gan: Islam, Sabrina, et al.
Cyhoeddwyd: (2024)

Dispersal in plants
gan: Cousens, Roger

Detection and classification of Mango Leaf diseases utilizing convolutional neural network models
gan: Ferdous, Md.Rubaiat, et al.
Cyhoeddwyd: (2024)

Herbal drugs used in to cure different types of skin disorders
gan: Rahman, Farhana
Cyhoeddwyd: (2024)

Allelopathy in rice /
Cyhoeddwyd: (1998)

Sustainability of rice in the global food system /
Cyhoeddwyd: (1998)

Rice parboiling /
gan: Gariboldi, F.
Cyhoeddwyd: (1974)

Tropical garden plants in colour : a guide to tropical ornamental plants for garden and home with more than 1660 colour illustrations /
Cyhoeddwyd: (1991)

Automated system for detecting jute plant disease using image processing and machine learning integrated with mobile application
gan: Joyee, Faiza Nuzhat, et al.
Cyhoeddwyd: (2016)

Plant propagation : principles and practices /
Cyhoeddwyd: (2007)

Plant Genetic Resources

Quantitative Plant Biology

Plant biotechnology and genetics : principles, techniques, and applications /
Cyhoeddwyd: (2008)

Diagnostic biomarkers of Parkinson’s disease: The present and the future
gan: Ferdous, Labiba
Cyhoeddwyd: (2023)

Knowledge of Alzheimer’s disease and its relationship with attitude towards genetic testing for the disease: a survey of the general public in Bangladesh
gan: Chowdhury, Sariya Uzrat
Cyhoeddwyd: (2022)

Rice production in Cambodia /
Cyhoeddwyd: (1997)

An Introduction to Plant Structure and Development
gan: Charles B. Beck
Cyhoeddwyd: (2012)

Invasive Plant Science and Management

Plant tissue culture and biotechnology /
Cyhoeddwyd: (2006)

Plant biotechnology : the genetic manipulation of plants /
gan: Slater, Adrian
Cyhoeddwyd: (2003)

Plant biotechnology : perspectives and prospects : festschrift in honour of Prof. C.P. Malik /
Cyhoeddwyd: (2006)

The Plant Cell

Plant Physiology

Red data book of vascular plants of Bangladesh /
Cyhoeddwyd: (2001)

Women, vulnerability and HIV/AIDS. : A human rights perspective /
Cyhoeddwyd: (1998)