A Comparative study on Bengali handwritten character recognition and prediction using CNN

A Comparative study on Bengali handwritten character recognition and prediction using CNN

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

Podrobná bibliografie
Hlavní autoři:	Abrar, Muntaqa, Kadir, Md Nazial, Faruk, Tabassum
Další autoři:	Islam, Md. Saiful
Médium:	Diplomová práce
Jazyk:	English
Vydáno:	Brac University 2021
Témata:	SqueezeNet AlexNet; SqueezeNet Convolutional Neural Network Image processing Bengali characters Handwritten character recognition Image Processing
On-line přístup:	http://hdl.handle.net/10361/15375

Podobné jednotky

Machine fault diagnosis using a modified transferable CNN
Autor: Shammi, Sanjana Khan
Vydáno: (2024)

An Analysis on Bengali handwritten conjunct character recognition and prediction
Autor: Munawar, Maazin, a další
Vydáno: (2021)

RansomListener: Ransom call sound investigation using LSTM and CNN Architectures
Autor: Rahman, Rafeed, a další
Vydáno: (2021)

Unmasking malignancy of lung nodule using a modernized ConvNet toward the design of a vision transformer
Autor: Reza, Jamil Ur, a další
Vydáno: (2023)

A squeeze and excitation ResNeXt-based deep learning model for Bangla handwritten basic to compound character recognition
Autor: Khan, Mohammad Meraj
Vydáno: (2022)

An efficient approach to detect melanoma skin cancer using a custom CNN model
Autor: Rahman, K.M Saidur, a další
Vydáno: (2023)

Enhancing optical character recognition capabilities for Bengali script: the development and evaluation of Bengali CharNet
Autor: Kamal, Rizvy Ahmed
Vydáno: (2024)

Isolated bangla handwritten character & digit recognition using convolutional neural network
Autor: Alif, Mujadded Al Rabbani, a další
Vydáno: (2018)

Handwritten character recognition using neural network
Autor: Hussain, Shoumin Rafsun, a další
Vydáno: (2021)

Bangali Handwritten characters classification using Deep Convolutional Neural Network
Autor: Sikder, Shihab Uddin, a další
Vydáno: (2022)

Grouping of handwritten Bangla basic characters, numerals and vowel modifiers for multilayer classification
Autor: Reza, Khondker Nayef, a další
Vydáno: (2017)

Kidney Disease detection and classification from CT Images using Watershed Segmentation and Deep Learning.
Autor: Hossain, Mohammad Sakib, a další
Vydáno: (2023)

Handwritten Bangla character recognition to braille pattern conversion using image processing and machine learning
Autor: Abir, Tawhidur Rahman, a další
Vydáno: (2019)

CancerCare: A reliable and secured self-supervising and interactive system using deep learning
Autor: Khisa, Pushpakali, a další
Vydáno: (2024)

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

Automatic Bengali image captioning using efficientNet-transformer network and vision transformer
Autor: Kabir, Muhammad Khubayeeb, a další
Vydáno: (2023)

Citrus leaf disease detection by image processing
Autor: Chowdhury, Mahir Faisal, a další
Vydáno: (2024)

Blurring of inappropriate scenes in a video using image processing
Autor: Islam, Rahat Shahriar, a další
Vydáno: (2019)

Detection of skin cancer using Convolutional neural network
Autor: Ahsan, Abu Sa-adat Mohamed Moon-Im Al, a další
Vydáno: (2020)

An efficient handwritten Bangla character recognition system using computer vision and natural language processing
Autor: Aishi, Tanusree Das, a další
Vydáno: (2024)

Detection of intracranial hemorrhage on CT scan images using convolutional neural network
Autor: Rahman, Afridi Ibn, a další
Vydáno: (2022)

Image segmentation of X-Ray and optical images using U-Net/UNet++ based deep learning architecture
Autor: Sharma, Tanmoyee, a další
Vydáno: (2021)

How to make and set nets; or, the technology of netting.
Autor: Garner, John
Vydáno: (1962)

Segmentation of Bangla compound characters: underlying simple character detection from handwritten compound characters
Autor: Bhuiyan, Md Raihanul Islam, a další
Vydáno: (2024)

Prediction of glaucoma from fundus images leveraging transfer learning in deep neural network
Autor: Ismail, Sayem Mohammad, a další
Vydáno: (2021)

An efficient approach for recyclable waste detection and classification using image processing techniques
Autor: Chowdhury, Prabal Kumar, a další
Vydáno: (2024)

Intelligent Character Recognition system for visually impaired people
Autor: Alam, Md. Sabbir, a další
Vydáno: (2018)

BWN- A software platform for developing Bengali wordnet
Autor: Khan, Mumit, a další
Vydáno: (2010)

Bone age comparison using convolutional neural network
Autor: Nawaz, Fariha, a další
Vydáno: (2019)

A comparative study of lung cancer prediction using deep learning
Autor: Mugdho, Aka Mohammad, a další
Vydáno: (2023)

Semantic segmentation with attention dense U-net for lung extraction from X-ray images
Autor: Auvy, Akib Al Mahmud, a další
Vydáno: (2023)

Minimally segmenting performance Bangla optical character recognition using Kohonen network
Autor: Shatil, Adnan Mohammad Shoeb, a další
Vydáno: (2010)

Analysis on face recognition based on five different viewpoint of face images using MTCNN and FaceNet
Autor: Al-imran, a další
Vydáno: (2019)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
Autor: Choudhury, Prionto Kumar, a další
Vydáno: (2024)

Handwritten character recognition and prediction of age, gender and handedness using machine learning
Autor: Al Emran, Md., a další
Vydáno: (2018)

An Efficient deep learning approach to detect Brain Tumor using MRI images
Autor: Islam, Annur Tasnim, a další
Vydáno: (2022)

MalFam: a comprehensive study on malware families with state-of-the-art CNN architectures with classifications and XAI
Autor: Haque, Abid Hossain, a další
Vydáno: (2024)

Leveraging robust CNN architectures for real-time object recognition from conveyor belt
Autor: Moon, Nowrin Tasnim, a další
Vydáno: (2023)

Analyzing two platforms: NET and Java for deveroping a search engine
Autor: Bhuiyan, Shoman
Vydáno: (2017)

Marketing strategies of Campusbd.net
Autor: Chowdhury, Pragna Permita
Vydáno: (2017)