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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Labiba, Zaima, Heram, Afrin A, Hossain, Md.Muhtasim, Alam, Sharia, Shakal, Binita Khan
Άλλοι συγγραφείς:	Chakrabarty, Amitabha
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2024
Θέματα:	Mango leaf classification Mango variations Convolutional neural network Vision transformer Data mining Neural networks (Computer science)
Διαθέσιμο Online:	http://hdl.handle.net/10361/23586

Παρόμοια τεκμήρια

আম /
ανά: সিদ্দিকী, মাহবুব

Detection and classification of Mango Leaf diseases utilizing convolutional neural network models
ανά: Ferdous, Md.Rubaiat, κ.ά.
Έκδοση: (2024)

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

Disease detection system of mango leaves
ανά: Islam, Sabrina, κ.ά.
Έκδοση: (2024)

Plant leaf disease identification
ανά: Hasan Mahin, Mohammad Rakibul, κ.ά.
Έκδοση: (2024)

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

Incorporating deep features extracted from convolutional neural networks to utilize machine learning classifiers for improved identification of Maize Leaf Disease
ανά: Khan, Shama, κ.ά.
Έκδοση: (2024)

Leaf classification by feature extraction using CNN
ανά: Bhuiyan, Md. Mazharul Islam, κ.ά.
Έκδοση: (2020)

Tomato leaf disease detection using convolutional neural network
ανά: Hasan, Md. Riazul, κ.ά.
Έκδοση: (2023)

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

A color vision approach considering weather conditions based on auto encoder techniques using deep neural networks
ανά: Raj, Mohammad Mainuddin, κ.ά.
Έκδοση: (2021)

Leveraging robust CNN architectures for real-time object recognition from conveyor belt
ανά: Moon, Nowrin Tasnim, κ.ά.
Έκδοση: (2023)

A color vision approach based on the autoencoder technique and deep neural networks for reconstructing color images under various lighting conditions
ανά: Faisal, Asm, κ.ά.
Έκδοση: (2024)

A color vision approach for reconstructing color images in different lighting conditions based on auto encoder technique using deep neural networks
ανά: Gomes, Paul Richie, κ.ά.
Έκδοση: (2021)

Cassava leaf disease classification using deep learning and convolutional neural network ensemble
ανά: Shahriar, Hasan, κ.ά.
Έκδοση: (2022)

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

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

Characterization of phytoconstituents and potential bioactivity of Annona reticulata L. leaf extract
ανά: Shahriar, Mohammad, κ.ά.
Έκδοση: (2016)

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

Malware detection in blockchain using CNN
ανά: Alam, Afreen, κ.ά.
Έκδοση: (2021)

Vehicle model identification using neural network approaches
ανά: Mojumder, Uttam, κ.ά.
Έκδοση: (2017)

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

KDANet: optical recognition for Bangla language using deep neural networks
ανά: Rabbi, Kazi Kamruzzaman, κ.ά.
Έκδοση: (2023)

Detecting different stages of Alzheimer’s disease from MRI images using deep learning and computer vision techniques
ανά: Rahman, Fardin, κ.ά.
Έκδοση: (2024)

Detection and recognition of Bangladeshi fishes using surf features and CNN classifier
ανά: Shuhin, Syed Adiba, κ.ά.
Έκδοση: (2019)

A computer vision based approach for stalking detection using CNN-LSTM hybrid model
ανά: Iqbal, Shahriar, κ.ά.
Έκδοση: (2023)

Identification of childhood leukemia using deep learning
ανά: Tultul, Farana Naz
Έκδοση: (2018)

Smoke detection using deep Convolutional neural network
ανά: Niloy, Wahidul Hasan, κ.ά.
Έκδοση: (2021)

Semantic text extraction from CAPTCHA using Neural Networking
ανά: Chowdhury, Iftekhar Kabir, κ.ά.
Έκδοση: (2022)

RansomListener: Ransom call sound investigation using LSTM and CNN Architectures
ανά: Rahman, Rafeed, κ.ά.
Έκδοση: (2021)

PlantGuard: intelligent plant disease detection
ανά: Khanom, Nazifa
Έκδοση: (2024)

ProteoKnight: phage virion protein classification with CNN and uncertainty quantification
ανά: Bhuiyan, Abir Ahammed, κ.ά.
Έκδοση: (2024)

Intracranial hemorrhage detection using CNN-LSTM fusion model
ανά: Ahmed, Kazi sabab, κ.ά.
Έκδοση: (2022)

An enhanced CNN model for classifying skin cancer
ανά: Haider, Kazi MD Minhajul, κ.ά.
Έκδοση: (2022)

A comparative analysis of the different CNN-LSTM model caption generation of medical images
ανά: Amin, Mahzabin Yasmin Binte, κ.ά.
Έκδοση: (2023)

Efficient image processing and machine learning approach for predicting retinal diseases
ανά: Hasib, Mehadi Hasan, κ.ά.
Έκδοση: (2021)

MalFam: a comprehensive study on malware families with state-of-the-art CNN architectures with classifications and XAI
ανά: Haque, Abid Hossain, κ.ά.
Έκδοση: (2024)

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

An introduction to neural networks /
ανά: Anderson, James A.
Έκδοση: (1995)

Modelling option prices using neural networks
ανά: Nasim, Ahmed Zohair, κ.ά.
Έκδοση: (2020)