Detection and classification of Mango Leaf diseases utilizing convolutional neural network models

Detection and classification of Mango Leaf diseases utilizing convolutional neural network models

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:	Ferdous, Md.Rubaiat, Amin, Abdulla Al, Shaily, Senjuti Sarkar, Ricky, Fabliha Tarannum, Tabeeb, Tahmeed
Awduron Eraill:	Islam, Saiful
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2024
Pynciau:	Mango leaf disease Convolutional neural network Deep learning Artificial Intelligence Machine learning Machine learning. Data mining. Artificial Intelligence. Convolutional neural networks. Plant diseases > Detection.
Mynediad Ar-lein:	http://hdl.handle.net/10361/24293

Eitemau Tebyg

Evaluating CNN and Vvsion transformer models for Mango Leaf variety identification
gan: Labiba, Zaima, et al.
Cyhoeddwyd: (2024)

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A deep learning approach for prediction of ADHD using brain structure
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Leveraging deep learning algorithms for the timely detection of diseases in bean leaves
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Cyhoeddwyd: (2024)

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

Tomato leaf disease detection using convolutional neural network
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Cyhoeddwyd: (2023)

Brain tumor detection with convolutional neural network
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Cyhoeddwyd: (2024)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
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Efficient image processing and machine learning approach for predicting retinal diseases
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Cyhoeddwyd: (2021)

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

Machine learning approach for ECG analysis and predicting different heart diseases
gan: Tithi, Sushmita Roy, et al.
Cyhoeddwyd: (2019)

Machine learning approach for improving decision support in ICU
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Cyhoeddwyd: (2019)

A decentralized learning-based approach to classify colorectal cancer using Deep Learning Leveraging XAI
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Cyhoeddwyd: (2022)

Alumni opportunities using machine learning
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Cyhoeddwyd: (2019)

Multimodal human detection in disaster situations using deep learning & artificial intelligence
gan: Rafat, Md. Tasbi, et al.
Cyhoeddwyd: (2023)

Comparison of machine learning techniques to predict cardiovascular disease
gan: Jaber, Mir Mohammad, et al.
Cyhoeddwyd: (2019)

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

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

Detection of handwritten text using convolutional neural network
gan: Jasim, Rabib Bin, et al.
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Skin cancer detection and classification using multiple optimized deep convolutional neural network
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Cyhoeddwyd: (2023)

Crop prediction based on geographical and climatic data using machine learning and deep learning
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Cyhoeddwyd: (2019)

Predicting climate induced floods using machine learning
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Application of machine learning in credit risk assessment: a prelude to smart banking
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Cyhoeddwyd: (2019)

Incorporating deep features extracted from convolutional neural networks to utilize machine learning classifiers for improved identification of Maize Leaf Disease
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Cyhoeddwyd: (2024)

Comparative analysis of machine learning models for the prediction of asthma disease among the cardiovascular disease patients
gan: Jahan, Asif
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An efficient deep learning approach to classify white blood cells
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Exploring the intersection of machine learning and explainable artificial intelligence: An analysis and validation of ML models through XAI for intrusion detection
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Cyhoeddwyd: (2023)

Real time performance analysis on DDoS attack detection using machine learning
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Cyhoeddwyd: (2021)

Human Activity Recognition using wearable body sensor by machine learning approach
gan: Promi, Sadia Tangim, et al.
Cyhoeddwyd: (2020)

Bank loan prediction using machine learning
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Cyhoeddwyd: (2023)

Implementation of diffusion model in realistic face generation
gan: Rahman, Abidur, et al.
Cyhoeddwyd: (2024)

Anti-aliasing for real-time applications in 3D using deep convolutional neural network
gan: Siam, F. M. Jamius, et al.
Cyhoeddwyd: (2021)

Visual object recognition using deep convolutional neural network
gan: Ahmed, Sabbir
Cyhoeddwyd: (2017)

Start up business solution using machine learning
gan: Sohan, Saad Ahmed, et al.
Cyhoeddwyd: (2018)

Deep learning based early Glaucoma detection
gan: Islam, Aabrar, et al.
Cyhoeddwyd: (2024)

Leveraging sequential deep learning models for detecting multitude of human action categories
gan: Pranta, Kazi Al Refat, et al.
Cyhoeddwyd: (2024)

Classiﬁcation of damaged vegetation areas using convolutional neural network over satellite images
gan: Haque, Samiha, et al.
Cyhoeddwyd: (2021)

Corn leaf disease detection using deep convolution neural network
gan: Rabbi, Rawhatur, et al.
Cyhoeddwyd: (2023)

Detection of skin cancer using Convolutional neural network
gan: Ahsan, Abu Sa-adat Mohamed Moon-Im Al, et al.
Cyhoeddwyd: (2020)