Enhancing optical character recognition capabilities for Bengali script: the development and evaluation of Bengali CharNet

Enhancing optical character recognition capabilities for Bengali script: the development and evaluation of Bengali CharNet

This project is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2023.

Bibliographic Details
Main Author:	Kamal, Rizvy Ahmed
Other Authors:	Rasel, Annajiat Alim
Format:	Project report
Language:	English
Published:	Brac University 2024
Subjects:	Bangla OCR CNN Bengali handwritten characters Bengali CharNet Optical character recognition. Bengali language > Text processing. Machine learning. Artificial intelligence.
Online Access:	http://hdl.handle.net/10361/24364

Similar Items

Implementation of an Optical Character Recognizer (OCR) for Bengali language
by: Chowdhury, Muhammed Tawfiq, et al.
Published: (2015)

Implementation of an Optical Character Reader (OCR) for Bengali language
by: Chowdhury, Muhammed Tawfiq, et al.
Published: (2017)

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

Integrating Bangla script recognition support in tesseract OCR
by: Hasnat, Md. Abul, et al.
Published: (2010)

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

A high performance domain specific OCR for Bangla script
by: Hasnat, Md. Abul, et al.
Published: (2010)

Bangla character recognition for Android devices
by: Manzur, Shahrin, et al.
Published: (2016)

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

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

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

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

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

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

License plate recognition
by: Chowdhury, Mohammed Abrar Ahasan, et al.
Published: (2023)

Segmentation free Bangla OCR using HMM: Training and recognition
by: Hasnat, Md. Abul, et al.
Published: (2010)

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

Impact of char development and settlement project on improving the livelihood of char dwellers
by: Raza, Wameq, et al.
Published: (2022)

Char dwellers' adaptation to climate change
by: Saifullah, Nasrul Momen
Published: (2011)

Application of augmented reality: Mobile camera based bangla text detection and translation
by: S.Mahbub-Uz-Zaman, et al.
Published: (2013)

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

Coping mechanism at char communities with reference to the persons with disabilities: case study of Sirajganj
by: Farook, Omar
Published: (2010)

Bangla optical character recognition from printed text using Tesseract Engine
by: Faruque, MD Yamin, et al.
Published: (2021)

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

Recognising license plate from image data using deep learning
by: Golder, Rupam, et al.
Published: (2023)

Bengali for foreigners /
Published: (1982)

Mid-Term evaluation of BRAC-Char Development and Settlement Project (CDSP)-III: Livelihoods of coastal char dwellers
by: Barua, Proloy
Published: (2022)

The power of character : prominent Americans talk about life, family, work, values, and more /
Published: (1998)

The Bengalis : a portrait of a community /
by: Chakravarti, Sudeep
Published: (2017)

Anthology of Bengali proverbs and bachans /
by: Zamir, Muhammad, 1945-
Published: (2003)

Evolution of Bengali music /
by: Goswami, Karunamaya
Published: (2004)

Indigenous knowledge & natural disaster preparedness in char land of Bangladesh
by: Islam, Mohammad Shahriar
Published: (2010)

Being Bengali : at home and in the world /
Published: (2016)

Reduction of flood risk by indigenous knowledge at Alekdiar Char of Shibalaya Upazila in Manikganj district
by: Hakim, Selina
Published: (2013)

Samsad Bengali-English dictionary /
Published: (2000)

Samsad English - Bengali dictionary /
Published: (2000)

Samsad English-Bengali dictionary /
by: Biswas, Sailendra, 1918-
Published: (1980)

Contemporary Bengali writing : pre-Bangladesh period /
Published: (1996)

The practice texts for Bengali learners : a complete intermediate course for foreigners /
by: Chakraborty, Rupa

Contemporary Bengali writing : Bangladesh period /
Published: (1996)

Africa in the Bengali imagination : from Calcutta to Kampala, 1928-1973 /
by: Mowtushi, Mahruba T.
Published: (2025)