A color vision approach considering Reflection Co efficient based on Autoencoder techniques using deep neural networks

A color vision approach considering Reflection Co efficient based on Autoencoder techniques 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.

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Mahmud, Shakib Izaz, Shovon, Sartaz Islam, Hasnat, Md. Abrar, Na s, Md. Fahim
Rannpháirtithe:	Alam, Md. Ashraful
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2022
Ábhair:	Auto Encoded Techniques Reflection Co efficient Neural networks Deep learning KNN ANN Random forest Logistic regression Naive bayes Decision tree Digital Illuminance meter Cognitive learning theory (Deep learning) Neural networks (Computer science)
Rochtain ar líne:	http://hdl.handle.net/10361/17125

Míreanna comhchosúla

Sentiment analysis to determine employee job satisfaction using machine learning techniques
de réir: Mouli, Nazifa, et al.
Foilsithe / Cruthaithe: (2023)

Fighting depression: psychological approaches among Bangladeshi university students
de réir: Sen, Sanjib Kumar, et al.
Foilsithe / Cruthaithe: (2022)

An autoencoder-based decentralized clustering leveraging model aggregation fusion strategy
de réir: Hasan, Nahid
Foilsithe / Cruthaithe: (2024)

SCAMM: detection and prevention of SQL injection attacks using a machine learning approach
de réir: Alam, Auninda, et al.
Foilsithe / Cruthaithe: (2021)

Classification of peripheral blood cell images using deep learning
de réir: Aadi, Oyshik Ahmed, et al.
Foilsithe / Cruthaithe: (2024)

Cancer classification using deep learning from medical image data
de réir: Monir, Raiyan Janik, et al.
Foilsithe / Cruthaithe: (2022)

Analysis of real-time hostile activitiy detection from spatiotemporal features using time distributed deep convolutional neural networks, recurrent neural networks and attention-based mechanisms
de réir: Siddique, Labib Ahmed, et al.
Foilsithe / Cruthaithe: (2022)

Visual object classification from fMRI data
de réir: Newaz, Syed Mishar, et al.
Foilsithe / Cruthaithe: (2022)

Document template identification and data extraction using machine learning and deep learning approach
de réir: Roy, Kaushik, et al.
Foilsithe / Cruthaithe: (2024)

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
de réir: Reza, S. M. Mushfiq, et al.
Foilsithe / Cruthaithe: (2024)

Weather forecasting using Deep Learning
de réir: Fahad, Sheikh Abdul, et al.
Foilsithe / Cruthaithe: (2023)

An efficient deep learning approach to detect skin Cancer
de réir: Islam, Ashfaqul, et al.
Foilsithe / Cruthaithe: (2022)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
de réir: Datta, Nirjhor, et al.
Foilsithe / Cruthaithe: (2024)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
de réir: Ifty, Md. Hasin Sarwar, et al.
Foilsithe / Cruthaithe: (2024)

Analysis of uncertainty in different neural network structures using monte carlo dropout
de réir: Islam, Md. Farhadul, et al.
Foilsithe / Cruthaithe: (2024)

An efficient ML approach to detect brain tumor using MRI images
de réir: Muktadir, MD. Arafat, et al.
Foilsithe / Cruthaithe: (2024)

Intracranial hemorrhage detection using CNN-LSTM fusion model
de réir: Ahmed, Kazi sabab, et al.
Foilsithe / Cruthaithe: (2022)

ProteoKnight: phage virion protein classification with CNN and uncertainty quantification
de réir: Bhuiyan, Abir Ahammed, et al.
Foilsithe / Cruthaithe: (2024)

Early Schizophrenia Diagnosis with 3D Convolutional Neural Network
de réir: Ashraf, S.M. Nabil, et al.
Foilsithe / Cruthaithe: (2021)

An efficient deep learning approach to detect skin cancer using image data
de réir: Chowdhury, Yaser Al Rahman, et al.
Foilsithe / Cruthaithe: (2023)

Analysis of uncertainty in different neural network structures using Monte Carlo Dropout
de réir: Islam, Md. Farhadul, et al.
Foilsithe / Cruthaithe: (2024)

Plant leaf disease identification
de réir: Hasan Mahin, Mohammad Rakibul, et al.
Foilsithe / Cruthaithe: (2024)

Corn leaf disease detection using deep convolution neural network
de réir: Rabbi, Rawhatur, et al.
Foilsithe / Cruthaithe: (2023)

Visual object recognition using deep convolutional neural network
de réir: Ahmed, Sabbir
Foilsithe / Cruthaithe: (2017)

Diabetic retinopathy detection and classification by using deep learning
de réir: Hossain, Shahriar, et al.
Foilsithe / Cruthaithe: (2022)

An efficient deep learning approach to classify white blood cells
de réir: Turja, Afif Ibna Kadir Khan, et al.
Foilsithe / Cruthaithe: (2024)

Reflective teaching, reflective learning : how to develop critically engaged readers, writers, and speakers /
Foilsithe / Cruthaithe: (2005)

Efficient image processing and machine learning approach for predicting retinal diseases
de réir: Hasib, Mehadi Hasan, et al.
Foilsithe / Cruthaithe: (2021)

Comparative analysis and implementation of credit risk prediction through distinct machine learning models
de réir: Turjo, Aquib Abtahi, et al.
Foilsithe / Cruthaithe: (2021)

Prostate cancer detection using deep learning neural network with transfer learning approach
de réir: Badhon, Ariful Islam Mahmud, et al.
Foilsithe / Cruthaithe: (2022)

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
de réir: Sagor, Mostofa Kamal, et al.
Foilsithe / Cruthaithe: (2021)

BanglaBait: using transformers, neural networks & statistical classifiers to detect clickbaits in New Bangla Clickbait Dataset
de réir: Mahtab, Motahar, et al.
Foilsithe / Cruthaithe: (2022)

Detection of handwritten text using convolutional neural network
de réir: Jasim, Rabib Bin, et al.
Foilsithe / Cruthaithe: (2024)

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

Bangali Handwritten characters classification using Deep Convolutional Neural Network
de réir: Sikder, Shihab Uddin, et al.
Foilsithe / Cruthaithe: (2022)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
de réir: Sakir, Adnan, et al.
Foilsithe / Cruthaithe: (2023)

Leveraging sequential deep learning models for detecting multitude of human action categories
de réir: Pranta, Kazi Al Refat, et al.
Foilsithe / Cruthaithe: (2024)

Autonomous fault diagnosis of commercially available PV modules using high-end deep learning frameworks
de réir: Tasawar, Ihtyaz Kader, et al.
Foilsithe / Cruthaithe: (2021)

Identification of childhood leukemia using deep learning
de réir: Tultul, Farana Naz
Foilsithe / Cruthaithe: (2018)

Pothole detection using lightweight network models
de réir: Abdullah, S. M., et al.
Foilsithe / Cruthaithe: (2024)