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.

Dettagli Bibliografici
Autori principali:	Abrar, Muntaqa, Kadir, Md Nazial, Faruk, Tabassum
Altri autori:	Islam, Md. Saiful
Natura:	Tesi
Lingua:	English
Pubblicazione:	Brac University 2021
Soggetti:	SqueezeNet AlexNet; SqueezeNet Convolutional Neural Network Image processing Bengali characters Handwritten character recognition Image Processing
Accesso online:	http://hdl.handle.net/10361/15375

Documenti analoghi

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

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

RansomListener: Ransom call sound investigation using LSTM and CNN Architectures
di: Rahman, Rafeed, et al.
Pubblicazione: (2021)

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

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

An efficient approach to detect melanoma skin cancer using a custom CNN model
di: Rahman, K.M Saidur, et al.
Pubblicazione: (2023)

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

Isolated bangla handwritten character & digit recognition using convolutional neural network
di: Alif, Mujadded Al Rabbani, et al.
Pubblicazione: (2018)

Handwritten character recognition using neural network
di: Hussain, Shoumin Rafsun, et al.
Pubblicazione: (2021)

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

Grouping of handwritten Bangla basic characters, numerals and vowel modifiers for multilayer classification
di: Reza, Khondker Nayef, et al.
Pubblicazione: (2017)

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

Handwritten Bangla character recognition to braille pattern conversion using image processing and machine learning
di: Abir, Tawhidur Rahman, et al.
Pubblicazione: (2019)

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

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

Automatic Bengali image captioning using efficientNet-transformer network and vision transformer
di: Kabir, Muhammad Khubayeeb, et al.
Pubblicazione: (2023)

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

Blurring of inappropriate scenes in a video using image processing
di: Islam, Rahat Shahriar, et al.
Pubblicazione: (2019)

Detection of skin cancer using Convolutional neural network
di: Ahsan, Abu Sa-adat Mohamed Moon-Im Al, et al.
Pubblicazione: (2020)

An efficient handwritten Bangla character recognition system using computer vision and natural language processing
di: Aishi, Tanusree Das, et al.
Pubblicazione: (2024)

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

Image segmentation of X-Ray and optical images using U-Net/UNet++ based deep learning architecture
di: Sharma, Tanmoyee, et al.
Pubblicazione: (2021)

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

Segmentation of Bangla compound characters: underlying simple character detection from handwritten compound characters
di: Bhuiyan, Md Raihanul Islam, et al.
Pubblicazione: (2024)

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

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

Intelligent Character Recognition system for visually impaired people
di: Alam, Md. Sabbir, et al.
Pubblicazione: (2018)

BWN- A software platform for developing Bengali wordnet
di: Khan, Mumit, et al.
Pubblicazione: (2010)

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

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

Semantic segmentation with attention dense U-net for lung extraction from X-ray images
di: Auvy, Akib Al Mahmud, et al.
Pubblicazione: (2023)

Minimally segmenting performance Bangla optical character recognition using Kohonen network
di: Shatil, Adnan Mohammad Shoeb, et al.
Pubblicazione: (2010)

Analysis on face recognition based on five different viewpoint of face images using MTCNN and FaceNet
di: Al-imran, et al.
Pubblicazione: (2019)

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

Handwritten character recognition and prediction of age, gender and handedness using machine learning
di: Al Emran, Md., et al.
Pubblicazione: (2018)

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

MalFam: a comprehensive study on malware families with state-of-the-art CNN architectures with classifications and XAI
di: Haque, Abid Hossain, et al.
Pubblicazione: (2024)

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

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

Marketing strategies of Campusbd.net
di: Chowdhury, Pragna Permita
Pubblicazione: (2017)