Incorporating deep features extracted from convolutional neural networks to utilize machine learning classifiers for improved identification of Maize Leaf Disease

Incorporating deep features extracted from convolutional neural networks to utilize machine learning classifiers for improved identification of Maize Leaf Disease

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2023.

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Khan, Shama, Arafat, Mohammad, Dein, Mosleh Al, Niloy, Md. Tifur Waesh, Mahmud, Mufrad
Rannpháirtithe:	Alam, Md. Ashraful
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2024
Ábhair:	Maize Corn Crop Leaf disease Accuracy Deep convolutional neural network Neural networks (Computer science) Crops and climate
Rochtain ar líne:	http://hdl.handle.net/10361/23624

Míreanna comhchosúla

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Prospects of Maize in Bangladesh / T.M. Tajul Islam and A.K.Kaul
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Foilsithe / Cruthaithe: (1986)

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de réir: Islam, Tanhim, et al.
Foilsithe / Cruthaithe: (2018)

Crop production
de réir: Hughes, Harold De Mott, 1882-1969
Foilsithe / Cruthaithe: (1972)

Forest farming : towards a solution to problems of world hunger and conservation /
de réir: Sholto Douglas, James, 1920-
Foilsithe / Cruthaithe: (1984)

A system to prevent social violence using convolutional neural network
de réir: Akter, Sanzida, et al.
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Cassava leaf disease classification using deep learning and convolutional neural network ensemble
de réir: Shahriar, Hasan, et al.
Foilsithe / Cruthaithe: (2022)

Crop diversification : findings from a field research programme /
Foilsithe / Cruthaithe: (1995)

Postharvest grain loss assessment methods : a manual of methods for the evaluation of postharvest losses /
Foilsithe / Cruthaithe: (1978)

Plants, genes, and agriculture /
de réir: Chrispeels, Maarten J., 1938-
Foilsithe / Cruthaithe: (1994)

Exploring deep features: deeper fully convolutional neural network for image segmentation
de réir: Kamran, Sharif Amit, et al.
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Detection and recognition of Bangladeshi fishes using surf features and CNN classifier
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Cultivation of exotic crops using greenhouse automation
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Moral hazard: Experimental evidence from tenancy contracts
de réir: Burchardi, Konrad B, et al.
Foilsithe / Cruthaithe: (2022)

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Foilsithe / Cruthaithe: (2010)

Root crop processing
Foilsithe / Cruthaithe: (1989)

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Foilsithe / Cruthaithe: (2003)

Heartbeat sound feature extraction and classification
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Biotechnology : enhancing research on tropical crops in Africa /
Foilsithe / Cruthaithe: (1992)

Constraints to high yields on Asian rice farms : an interim report.
Foilsithe / Cruthaithe: (1977)

Characterization of phytoconstituents and potential bioactivity of Annona reticulata L. leaf extract
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Foilsithe / Cruthaithe: (2016)

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Pilot study on the development of a low cost land observation and geo-information retrieval system for emergency monitoring of agricultural crop and disaster-induced damages
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Foilsithe / Cruthaithe: (2016)

Climate and food security : papers persented at the International Symposium on Climate Variability and Food Security in Developing Countries, 5-9 February 1987 New Delhi, India /
Foilsithe / Cruthaithe: (1989)

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Foilsithe / Cruthaithe: (2018)

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Foilsithe / Cruthaithe: (2010)