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Bangla number plate recognition from noisy video footage using deep learning
(Brac University, 2021-01)
The automatic number plate recognition of a vehicle from noisy footage has become an important issue in Bangladesh. In Bangladesh, the number of vehicles is increasing at a very high frequency. Moreover, unlike the English ...
Classification of different magnetic structures from image data using deep neural networks
(Brac University, 2021-09)
We apply machine learning, specially deep neural network approaches, to train
a new model that can perform an effective classification of ferromagnetic, anti ferromagnetic, skyrmion, anti-skyrmion and spin spiral ...
Effective feature selection for real-time stock trading in variable time-frames and multi criteria decision theory based Efficient stock portfolio management
(Brac University, 2021-08)
The unpredictability and volatility of the stock market render it challenging to
make a substantial pro t using any generalized scheme. Many previous studies tried
di erent techniques to build a machine learning model, ...
Critical retinal disease detection from optical coherence tomography images by deep convolutional neural network and explainable machine learning
(Brac University, 2021-01)
Retinal disease diagnosis by machine learning can be achieved using Deep Neural
Network based predictors. Use of Explainable Artificial Intelligence (XAI) has the
potential to explain the black box of those neural network ...
Generating and compressing images from a large volume of discrete datasets using GANs along with different compression techniques and studying the results
(Brac University, 2022-09-22)
Image is among the most common and important factors in modern day research.
From Image processing to Image synthesis all the aspects of image are necessary
and have always been prioritized. For this we tried to incorporate ...
Football offside tracking
(Brac University, 2022-09-29)
cutting-edge technology to help referees make accurate calls. Modern football tries
to use VAR (Video Assistant Referee) technology to correct wrong calls like offside,
but this is being delayed because the equipment ...
A domain and noise adversarial bird tune classification pipeline using deep neural network
(Brac University, 2022-09-29)
Birds are an important category of animals that ecologists keep track of utilizing
autonomous recording units as a key indication of environmental health. Because
of the consequences of climate change and the rising ...
Classification of damaged vegetation areas using convolutional neural network over satellite images
(Brac University, 2021-01)
Forests and wild vegetation have always been highly significant natural resources throughout history and play a crucial role in keeping the climate and ecosystems well balanced. Over the years, there has been a growing ...
Estimating flood susceptibility of Bangladesh in the future year using machine learning
(Brac University, 2021-06)
Being a riverine country with more than 400 rivers, flood is a common phenomenon
for Bangladesh. As, the land is less than five meters above sea level, and also
due to heavy rainfall during monsoon season, it makes the ...
Internship at Star IT ltd: A real experience to gain knowledge as a web developer
(Brac University, 2022-09)
Web developing has become now a growing sector of IT sectors all over the world.
Web developing and maintaining that websites is both inevitable. Now-a-days, all
growing companies needs their own websites and they rely ...