Machine fault diagnosis using a modified transferable CNN

Machine fault diagnosis using a modified transferable CNN

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

Manylion Llyfryddiaeth
Prif Awdur:	Shammi, Sanjana Khan
Awduron Eraill:	Chakraborty, Amitabha
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2024
Pynciau:	Transfer learning CNN ResNet18 Leaky ReLU XAI SqueezeNet Fault location (Engineering) > Automation. Machine learning.
Mynediad Ar-lein:	http://hdl.handle.net/10361/22650

Eitemau Tebyg

A Comparative study on Bengali handwritten character recognition and prediction using CNN
gan: Abrar, Muntaqa, et al.
Cyhoeddwyd: (2021)

A domain and noise adversarial bird tune classification pipeline using deep neural network
gan: Riya, Aparna Sarker, et al.
Cyhoeddwyd: (2023)

Non-clinical Covid19 diagnosis on CT-scan, Chest X-ray, and respiratory patterns using deep-learning and signal processing
gan: Tasnim, Sadia, et al.
Cyhoeddwyd: (2023)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
gan: Athina, Fahima Hasan, et al.
Cyhoeddwyd: (2022)

A comparative study of lung cancer prediction using deep learning
gan: Mugdho, Aka Mohammad, et al.
Cyhoeddwyd: (2023)

Citrus leaf disease detection by image processing
gan: Chowdhury, Mahir Faisal, et al.
Cyhoeddwyd: (2024)

A descriptive study on development of a transfer learning based fault detection model using 2D CNN for air compressors
gan: Hasan, Moenul, et al.
Cyhoeddwyd: (2021)

Detection of coronary artery blockage at an early stage using effective deep learning technique
gan: Promit, Tahmid Ashrafee, et al.
Cyhoeddwyd: (2023)

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

EAI4CC: deciphering lung and colon cancer categorization within a federated learning framework harnessing the power of explainable artificial intelligence
gan: Mim, Ankhi Akter, et al.
Cyhoeddwyd: (2024)

Kidney Disease detection and classification from CT Images using Watershed Segmentation and Deep Learning.
gan: Hossain, Mohammad Sakib, et al.
Cyhoeddwyd: (2023)

A deep learning approach for pneumonia classiﬁcation from chest X-Ray images with ensemble modelling and explainable AI
gan: Akhter, Nasrin
Cyhoeddwyd: (2023)

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

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)

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

Identifying brain abnormalities using image processing and CNN models
gan: Talukder, Ismat Shehrin, et al.
Cyhoeddwyd: (2021)

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

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

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

Violent activity detection through surveillance camera using deep learning
gan: Miah, Parvez, et al.
Cyhoeddwyd: (2023)

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

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

FoodieCal: a convolutional neural network based food detection and calorie estimation system
gan: Mashraf, Chowdhury Zerif, et al.
Cyhoeddwyd: (2021)

Detecting brain tumor using deep neural networks from MRI images
gan: Imamuzzaman, A.S.M., et al.
Cyhoeddwyd: (2021)

Fault detection in waste water treatment plant using statistical analysis & machine learning
gan: Haque, Md. Ezazul, et al.
Cyhoeddwyd: (2019)

Bone age comparison using convolutional neural network
gan: Nawaz, Fariha, et al.
Cyhoeddwyd: (2019)

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

Fault analysis in solar photovoltaic arrays
gan: Nunneh, Bill N.
Cyhoeddwyd: (2023)

Masked face identification using face recognition
gan: Hossen, Tareq, et al.
Cyhoeddwyd: (2024)

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

Prediction of glaucoma from fundus images leveraging transfer learning in deep neural network
gan: Ismail, Sayem Mohammad, et al.
Cyhoeddwyd: (2021)

An efficient deep learning approach to detect retinal disease using optical coherence tomographic images
gan: Khan, Farhan Sakib, et al.
Cyhoeddwyd: (2022)

Tomato leaf disease detection using Resnet-50 and MobileNet Architecture
gan: Tahamid, Abu
Cyhoeddwyd: (2021)

Brain tumor segmentation from MRI images using convolutional neural networks
gan: Khan, Mushfiqur Rahman
Cyhoeddwyd: (2024)

A deep learning approach to depression detection based on Convolutional Neural Networks and Transfer Learning
gan: Sarmi, Kaniz Fatima, et al.
Cyhoeddwyd: (2022)

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

Speech command classification based on deep neural networks
gan: Hossain, Md. Sakib, et al.
Cyhoeddwyd: (2023)

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

A texture based industrial fault diagnosis model using Gammatone Filter Bank and transfer learning
gan: Morshed, Atique, et al.
Cyhoeddwyd: (2021)

Approaching transfer learning to identify correctly worn facial masks
gan: Sadid, Tausif, et al.
Cyhoeddwyd: (2021)