Classification of different magnetic structures from image data using deep neural networks

Classification of different magnetic structures from image data using deep neural networks

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2021.

Bibliografische gegevens
Hoofdauteurs:	Ibn Hasib, Fahad, Swarna, Nakiba Farhana
Andere auteurs:	Alam, Dr. Md. Ashraful
Formaat:	Thesis
Taal:	English
Gepubliceerd in:	Brac University 2023
Onderwerpen:	Deep Neural Network Magnetic structure Image classification Machine learning Res-Net Neural networks (Computer science)
Online toegang:	http://hdl.handle.net/10361/18737

Gelijkaardige items

Speech command classification based on deep neural networks
door: Hossain, Md. Sakib, et al.
Gepubliceerd in: (2023)

Image classification using deep neural network for efficient identification of traffic sign
door: Saha, Sourajit
Gepubliceerd in: (2018)

Early detection of cervical cancer using deep neural networks
door: Akhund, Atoshi, et al.
Gepubliceerd in: (2023)

Segmentation based Kidney Tumor Classification using Deep Neural Network
door: Mehedi, Md Humaion Kabir, et al.
Gepubliceerd in: (2022)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
door: Choudhury, Prionto Kumar, et al.
Gepubliceerd in: (2024)

An Efficient deep learning approach to detect Brain Tumor using MRI images
door: Islam, Annur Tasnim, et al.
Gepubliceerd in: (2022)

Brain tumor segmentation from MRI images using convolutional neural networks
door: Khan, Mushfiqur Rahman
Gepubliceerd in: (2024)

CancerCare: A reliable and secured self-supervising and interactive system using deep learning
door: Khisa, Pushpakali, et al.
Gepubliceerd in: (2024)

Detection of intracranial hemorrhage on CT scan images using convolutional neural network
door: Rahman, Afridi Ibn, et al.
Gepubliceerd in: (2022)

An efficient ML approach to detect brain tumor using MRI images
door: Muktadir, MD. Arafat, et al.
Gepubliceerd in: (2024)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
door: Sakir, Adnan, et al.
Gepubliceerd in: (2023)

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

Obscure face recognition using deep neural networks
door: Akash, MD Shahadat Hossain, et al.
Gepubliceerd in: (2023)

Alzheimer’s Disease detection and classification using transfer learning techniques and ensembling operations on convolutional neural networks
door: Awwal, Alvina, et al.
Gepubliceerd in: (2021)

Prostate cancer detection using deep learning neural network with transfer learning approach
door: Badhon, Ariful Islam Mahmud, et al.
Gepubliceerd in: (2022)

Bone age comparison using convolutional neural network
door: Nawaz, Fariha, et al.
Gepubliceerd in: (2019)

Classification of peripheral blood cell images using deep learning
door: Aadi, Oyshik Ahmed, et al.
Gepubliceerd in: (2024)

Tomato leaf disease detection using convolutional neural network
door: Hasan, Md. Riazul, et al.
Gepubliceerd in: (2023)

Bangali Handwritten characters classification using Deep Convolutional Neural Network
door: Sikder, Shihab Uddin, et al.
Gepubliceerd in: (2022)

Classification of retinal diseases from OCT images using deep learning models
door: Mokarrom, Md Saif, et al.
Gepubliceerd in: (2024)

Detection of prodromal parkinson’s disease with fMRI data and deep neural network approaches
door: Shahriar, Farhan, et al.
Gepubliceerd in: (2021)

Diabetic retinopathy detection and classification by using deep learning
door: Hossain, Shahriar, et al.
Gepubliceerd in: (2022)

An efficient deep learning approach to detect skin Cancer
door: Islam, Ashfaqul, et al.
Gepubliceerd in: (2022)

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

A decentralized learning-based approach to classify colorectal cancer using Deep Learning Leveraging XAI
door: Mubin, Kazi Ehsanul, et al.
Gepubliceerd in: (2022)

An efficient approach for recyclable waste detection and classification using image processing techniques
door: Chowdhury, Prabal Kumar, et al.
Gepubliceerd in: (2024)

Analysis of uncertainty in different neural network structures using monte carlo dropout
door: Islam, Md. Farhadul, et al.
Gepubliceerd in: (2024)

Enhancing multiclass brain tumor classification using deep learning: leveraging superior imaging representations to improve inferior modality performance
door: Hossain, Shah Md. Shakhawath, et al.
Gepubliceerd in: (2024)

Covid-19 infected lung detection using machine learning
door: Islam, Md. Muntaha, et al.
Gepubliceerd in: (2022)

Exploring deep features: deeper fully convolutional neural network for image segmentation
door: Kamran, Sharif Amit, et al.
Gepubliceerd in: (2017)

Early prediction of Alzheimer's disease using convolutional neural network
door: Abed, Mahjabeen Tamanna, et al.
Gepubliceerd in: (2020)

Design and evaluation of convolutional neural network for detection of Alzheimer’s disease using MRI data
door: Mahbub, Riasat, et al.
Gepubliceerd in: (2022)

Classification of Bangladeshi soil texture using convolutional neural network
door: Raj, Hafiz Mohiuddin, et al.
Gepubliceerd in: (2023)

Deep learning-based waste classification system for efficient waste management
door: Nakib, Abdullah Al, et al.
Gepubliceerd in: (2022)

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

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

Unmasking malignancy of lung nodule using a modernized ConvNet toward the design of a vision transformer
door: Reza, Jamil Ur, et al.
Gepubliceerd in: (2023)

An Analysis on Bengali handwritten conjunct character recognition and prediction
door: Munawar, Maazin, et al.
Gepubliceerd in: (2021)

Leaf classification by feature extraction using CNN
door: Bhuiyan, Md. Mazharul Islam, et al.
Gepubliceerd in: (2020)

Pneumonia Disease detection using the convolutional neural network
door: Ashrafee, Md. Iftid, et al.
Gepubliceerd in: (2024)