Evaluating CNN and Vvsion transformer models for Mango Leaf variety identification

Evaluating CNN and Vvsion transformer models for Mango Leaf variety identification

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

Manylion Llyfryddiaeth
Prif Awduron:	Labiba, Zaima, Heram, Afrin A, Hossain, Md.Muhtasim, Alam, Sharia, Shakal, Binita Khan
Awduron Eraill:	Chakrabarty, Amitabha
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2024
Pynciau:	Mango leaf classification Mango variations Convolutional neural network Vision transformer Data mining Neural networks (Computer science)
Mynediad Ar-lein:	http://hdl.handle.net/10361/23586

Eitemau Tebyg

আম /
gan: সিদ্দিকী, মাহবুব

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

Studies on physico-chemical and microbiological qualities of some selected brand of mango fruit juice of Bangladesh
gan: Amin, Md. Ruhul
Cyhoeddwyd: (2016)

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

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

Quantitative determination of artificial sweeteners and sucrose in energy drinks and mango juice available in Dhaka city by UV-Spectrophotometric method
gan: Kanon, Kabirul Islam
Cyhoeddwyd: (2018)

Incorporating deep features extracted from convolutional neural networks to utilize machine learning classifiers for improved identification of Maize Leaf Disease
gan: Khan, Shama, et al.
Cyhoeddwyd: (2024)

Leaf classification by feature extraction using CNN
gan: Bhuiyan, Md. Mazharul Islam, et al.
Cyhoeddwyd: (2020)

Tomato leaf disease detection using convolutional neural network
gan: Hasan, Md. Riazul, et al.
Cyhoeddwyd: (2023)

Investigation of In-vivoantidiarrhoeal and insecticidal activity of Trewianudijlora leaf extract
gan: Duyti, Sayeza Yeara
Cyhoeddwyd: (2017)

A color vision approach considering weather conditions based on auto encoder techniques using deep neural networks
gan: Raj, Mohammad Mainuddin, et al.
Cyhoeddwyd: (2021)

Leveraging robust CNN architectures for real-time object recognition from conveyor belt
gan: Moon, Nowrin Tasnim, et al.
Cyhoeddwyd: (2023)

A color vision approach based on the autoencoder technique and deep neural networks for reconstructing color images under various lighting conditions
gan: Faisal, Asm, et al.
Cyhoeddwyd: (2024)

A color vision approach for reconstructing color images in different lighting conditions based on auto encoder technique using deep neural networks
gan: Gomes, Paul Richie, et al.
Cyhoeddwyd: (2021)

Cassava leaf disease classification using deep learning and convolutional neural network ensemble
gan: Shahriar, Hasan, et al.
Cyhoeddwyd: (2022)

Bangla license plate recognition using convolutional neural networks (CNN)
gan: Rahman, M M Shaifur
Cyhoeddwyd: (2018)

The livelihood dependency of Khasia community on betel leaf cultivation at Lawachara National park, Moulavibazar
gan: Riadh, Sayeed Mahmud
Cyhoeddwyd: (2010)

Characterization of phytoconstituents and potential bioactivity of Annona reticulata L. leaf extract
gan: Shahriar, Mohammad, et al.
Cyhoeddwyd: (2016)

Phytochemical screening and investigation of in-vitro antioxidant and antibacterial activity of leea aequata leaf extract
gan: Islam, Sabrina
Cyhoeddwyd: (2018)

Malware detection in blockchain using CNN
gan: Alam, Afreen, et al.
Cyhoeddwyd: (2021)

Vehicle model identification using neural network approaches
gan: Mojumder, Uttam, et al.
Cyhoeddwyd: (2017)

Image classification using deep neural network for efficient identification of traffic sign
gan: Saha, Sourajit
Cyhoeddwyd: (2018)

KDANet: optical recognition for Bangla language using deep neural networks
gan: Rabbi, Kazi Kamruzzaman, et al.
Cyhoeddwyd: (2023)

Detecting different stages of Alzheimer’s disease from MRI images using deep learning and computer vision techniques
gan: Rahman, Fardin, et al.
Cyhoeddwyd: (2024)

Detection and recognition of Bangladeshi fishes using surf features and CNN classifier
gan: Shuhin, Syed Adiba, et al.
Cyhoeddwyd: (2019)

A computer vision based approach for stalking detection using CNN-LSTM hybrid model
gan: Iqbal, Shahriar, et al.
Cyhoeddwyd: (2023)

Identification of childhood leukemia using deep learning
gan: Tultul, Farana Naz
Cyhoeddwyd: (2018)

Smoke detection using deep Convolutional neural network
gan: Niloy, Wahidul Hasan, et al.
Cyhoeddwyd: (2021)

Semantic text extraction from CAPTCHA using Neural Networking
gan: Chowdhury, Iftekhar Kabir, et al.
Cyhoeddwyd: (2022)

RansomListener: Ransom call sound investigation using LSTM and CNN Architectures
gan: Rahman, Rafeed, et al.
Cyhoeddwyd: (2021)

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

ProteoKnight: phage virion protein classification with CNN and uncertainty quantification
gan: Bhuiyan, Abir Ahammed, et al.
Cyhoeddwyd: (2024)

Intracranial hemorrhage detection using CNN-LSTM fusion model
gan: Ahmed, Kazi sabab, et al.
Cyhoeddwyd: (2022)

An enhanced CNN model for classifying skin cancer
gan: Haider, Kazi MD Minhajul, et al.
Cyhoeddwyd: (2022)

A comparative analysis of the different CNN-LSTM model caption generation of medical images
gan: Amin, Mahzabin Yasmin Binte, et al.
Cyhoeddwyd: (2023)

Efficient image processing and machine learning approach for predicting retinal diseases
gan: Hasib, Mehadi Hasan, et al.
Cyhoeddwyd: (2021)

MalFam: a comprehensive study on malware families with state-of-the-art CNN architectures with classifications and XAI
gan: Haque, Abid Hossain, et al.
Cyhoeddwyd: (2024)

A Proposed novel approach to face recognition using CNN
gan: Mahmud, Asif
Cyhoeddwyd: (2024)

An introduction to neural networks /
gan: Anderson, James A.
Cyhoeddwyd: (1995)

Modelling option prices using neural networks
gan: Nasim, Ahmed Zohair, et al.
Cyhoeddwyd: (2020)