Handwritten Bangla character recognition to braille pattern conversion using image processing and machine learning

Handwritten Bangla character recognition to braille pattern conversion using image processing and machine learning

This thesis is submitted in partial fulfilment of the requirements for the degree of Bachelor of Science in Electrical and Electronic Engineering, 2018.

Manylion Llyfryddiaeth
Prif Awduron:	Abir, Tawhidur Rahman, Ahmed, Touseef Saleh Bin, Rahman, Md. Tausif, Jafreen, Sumaiya
Awduron Eraill:	Bhuiyan, Mohammed Belal Hossain
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	BRAC University 2019
Pynciau:	Character recognition Braille pattern Image processing Machine learning Artificial intelligence. Data mining
Mynediad Ar-lein:	http://hdl.handle.net/10361/11473

Eitemau Tebyg

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gan: Al Emran, Md., et al.
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gan: Mohiuddin, Karishma, et al.
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gan: Manzur, Shahrin, et al.
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Support vector machines: theory and applications /
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Pattern classification /
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An Analysis on Bengali handwritten conjunct character recognition and prediction
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Automatic Bengali image captioning using efficientNet-transformer network and vision transformer
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