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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας:	Shammi, Sanjana Khan
Άλλοι συγγραφείς:	Chakraborty, Amitabha
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2024
Θέματα:	Transfer learning CNN ResNet18 Leaky ReLU XAI SqueezeNet Fault location (Engineering) > Automation. Machine learning.
Διαθέσιμο Online:	http://hdl.handle.net/10361/22650

Παρόμοια τεκμήρια

A Comparative study on Bengali handwritten character recognition and prediction using CNN
ανά: Abrar, Muntaqa, κ.ά.
Έκδοση: (2021)

A domain and noise adversarial bird tune classification pipeline using deep neural network
ανά: Riya, Aparna Sarker, κ.ά.
Έκδοση: (2023)

Non-clinical Covid19 diagnosis on CT-scan, Chest X-ray, and respiratory patterns using deep-learning and signal processing
ανά: Tasnim, Sadia, κ.ά.
Έκδοση: (2023)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
ανά: Athina, Fahima Hasan, κ.ά.
Έκδοση: (2022)

A comparative study of lung cancer prediction using deep learning
ανά: Mugdho, Aka Mohammad, κ.ά.
Έκδοση: (2023)

Citrus leaf disease detection by image processing
ανά: Chowdhury, Mahir Faisal, κ.ά.
Έκδοση: (2024)

A descriptive study on development of a transfer learning based fault detection model using 2D CNN for air compressors
ανά: Hasan, Moenul, κ.ά.
Έκδοση: (2021)

Detection of coronary artery blockage at an early stage using effective deep learning technique
ανά: Promit, Tahmid Ashrafee, κ.ά.
Έκδοση: (2023)

CancerCare: A reliable and secured self-supervising and interactive system using deep learning
ανά: Khisa, Pushpakali, κ.ά.
Έκδοση: (2024)

EAI4CC: deciphering lung and colon cancer categorization within a federated learning framework harnessing the power of explainable artificial intelligence
ανά: Mim, Ankhi Akter, κ.ά.
Έκδοση: (2024)

Kidney Disease detection and classification from CT Images using Watershed Segmentation and Deep Learning.
ανά: Hossain, Mohammad Sakib, κ.ά.
Έκδοση: (2023)

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

Covid-19 infected lung detection using machine learning
ανά: Islam, Md. Muntaha, κ.ά.
Έκδοση: (2022)

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)

Alzheimer’s Disease detection and classification using transfer learning techniques and ensembling operations on convolutional neural networks
ανά: Awwal, Alvina, κ.ά.
Έκδοση: (2021)

Identifying brain abnormalities using image processing and CNN models
ανά: Talukder, Ismat Shehrin, κ.ά.
Έκδοση: (2021)

Plant disease detection using convolutional neural network
ανά: Hossain, Mohammad Shifat, κ.ά.
Έκδοση: (2021)

Unmasking malignancy of lung nodule using a modernized ConvNet toward the design of a vision transformer
ανά: Reza, Jamil Ur, κ.ά.
Έκδοση: (2023)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
ανά: Choudhury, Prionto Kumar, κ.ά.
Έκδοση: (2024)

Violent activity detection through surveillance camera using deep learning
ανά: Miah, Parvez, κ.ά.
Έκδοση: (2023)

Detection of intracranial hemorrhage on CT scan images using convolutional neural network
ανά: Rahman, Afridi Ibn, κ.ά.
Έκδοση: (2022)

An Analysis on Bengali handwritten conjunct character recognition and prediction
ανά: Munawar, Maazin, κ.ά.
Έκδοση: (2021)

FoodieCal: a convolutional neural network based food detection and calorie estimation system
ανά: Mashraf, Chowdhury Zerif, κ.ά.
Έκδοση: (2021)

Detecting brain tumor using deep neural networks from MRI images
ανά: Imamuzzaman, A.S.M., κ.ά.
Έκδοση: (2021)

Fault detection in waste water treatment plant using statistical analysis & machine learning
ανά: Haque, Md. Ezazul, κ.ά.
Έκδοση: (2019)

Bone age comparison using convolutional neural network
ανά: Nawaz, Fariha, κ.ά.
Έκδοση: (2019)

Deep learning-based waste classification system for efficient waste management
ανά: Nakib, Abdullah Al, κ.ά.
Έκδοση: (2022)

Fault analysis in solar photovoltaic arrays
ανά: Nunneh, Bill N.
Έκδοση: (2023)

Masked face identification using face recognition
ανά: Hossen, Tareq, κ.ά.
Έκδοση: (2024)

Classiﬁcation of damaged vegetation areas using convolutional neural network over satellite images
ανά: Haque, Samiha, κ.ά.
Έκδοση: (2021)

Prediction of glaucoma from fundus images leveraging transfer learning in deep neural network
ανά: Ismail, Sayem Mohammad, κ.ά.
Έκδοση: (2021)

An efficient deep learning approach to detect retinal disease using optical coherence tomographic images
ανά: Khan, Farhan Sakib, κ.ά.
Έκδοση: (2022)

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

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

A deep learning approach to depression detection based on Convolutional Neural Networks and Transfer Learning
ανά: Sarmi, Kaniz Fatima, κ.ά.
Έκδοση: (2022)

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

Speech command classification based on deep neural networks
ανά: Hossain, Md. Sakib, κ.ά.
Έκδοση: (2023)

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

A texture based industrial fault diagnosis model using Gammatone Filter Bank and transfer learning
ανά: Morshed, Atique, κ.ά.
Έκδοση: (2021)

Approaching transfer learning to identify correctly worn facial masks
ανά: Sadid, Tausif, κ.ά.
Έκδοση: (2021)