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End to end Bangla handwritten and scene text detection using convolutional neural network
(BRAC University, 8/21/2017)
Handwritten text detection from a natural image has a large set of difficulties. A systematic
approach that can automatically recognise text from handwriting, printed books, road
signs and also classifies text and nontext ...
Image classification using deep neural network for efficient identification of traffic sign
(BRAC Univeristy, 8/21/2017)
A machine learning approach to predict movie box-office success
(BRAC University, 2017)
Making a prediction of society’s reaction to a new product in the sense of popularity and adaption rate has become an emerging field of data analysis. The motion picture industry is a multi-billion dollar business. And ...
Gesture based implementation on neural network: Bengali sign language to text conversion
(BRAC Univeristy, 2017-08)
This paper presents a novel system that converts Bengali Sign language to text using an optimum system comprising of artificial neural networksand support vector model. Bengali Sign Language, has very few research papers ...
Audio recognition using feed forward neural network optimized by principle component analysis
(BRAC University, 4/18/2017)
In our proposed model we have used PCA as dimension reduction technique and neural network for pattern recognition. Our goal was to recognize audios of two vowels spoken by Parkinson’s disease Patient. The vocal of these ...
Spinal Cord Injured (SCI) patients Length of Stay (LOS) prediction based on admission data
(BRAC Univeristy, 2017-08)
In order to take better care and to ensure better facilities to the inpatients, predicting length of stay serves great importance. Since, the resources and the doctors are limited in the hospital especially in a developing ...
Isolated bangla handwritten character & digit recognition using convolutional neural network
(BRAC University, 2017)
This paper proposes a mechanism of Handwritten Letter and Digit Recognition (HLDR) to
decipher images of Bangla handwritten characters into electronically editable format, which
holds an important role in augmenting and ...
Crowd source based traffic analysis using machine learning algorithm
(BRAC Univeristy, 8/21/2017)
One of the most detrimental effects to our economy currently is most certainly Traffic jam. Be it in a public vehicle or private, valuable work hours (around 3.2 million per day) is wasted everyday while waiting in the ...
Bangla license plate recognition using convolutional neural networks (CNN)
(BRAC University, 12/24/2017)
In the last few years, the deep learning technique in particular Convolutional Neural
Networks (CNNs) are using massively in the field of computer vision and machine
learning. This deep learning technique provides ...
Identification of childhood leukemia using deep learning
(BRAC University, 2017)
Although cancer in children is rare, it is the leading cause of death past infancy amongst
children. According to Afshar, Abdolrahmani, Tanha, Seif, Taheri(2010), Leukemia or blood
cancer is one of the most common cancers ...