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Now showing items 11-20 of 190
Deep learning-based waste classification system for efficient waste management
(Brac University, 2021-10)
A smart waste management system plays a vital role in building cleanliness, hygienic,
and healthier living for the inhabitants of a city. However, the inherent problems
of the waste management system are still a matter ...
Developing a SIoT compatible novel traffic simulator to evaluate and execute complex SIoT based algorithms in typical road traffic scenarios
(Brac University, 2021-01)
In recent years, Traffic Congestion has become a serious problem both for the devel oped and developing countries. Averting Traffic congestion’s preemptively would provide
maximum benefits to commuters all around. Wireless ...
Implementation of machine learning to estimate the air pollutants such as Carbon dioxide, methane, nitrous oxide and total greenhouse gas emissions in Bangladesh
(Brac University, 2021-10)
Nature and technology are two di erent subject matter with having much dissension
between each. Only a few years back, technological growth looked like a threat to
nature. However, the bene t of having huge computational ...
Blockchain-based micropayment system for secured cashless small payments
(Brac University, 2021-09)
The Internet of Things (IoT) is driving a tremendous digitization tsunami right
now. IoT devices create huge amounts of data in the internet of everything era.
Many IoT data services use distributed ledger technology ...
FoodieCal: a convolutional neural network based food detection and calorie estimation system
(Brac University, 2021-01)
According to recent studies across the world, we can see that a healthy diet is the key
to having a sound health and body. People nowadays are more concerned with their
diets than ever before. With the advancement of ...
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 ...
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 ...