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Now showing items 61-67 of 67
Image processing and deep learning approach to evaluate earthquake resistance of urban buildings
(BRAC University, 2018)
The capital of Bangladesh, Dhaka, is one of the most densely populated cities in the world, sits atop the world’s largest river delta at close to sea level, which can trigger a massive earthquake resulting in death of ...
Optical flow based violence detection from video footage using hybrid MobileNet and Bi-LSTM
(Brac University, 2023-09)
This thesis presents a novel approach for the automatic detection, categorization, and sub-categorization of violent and nonviolent behaviors in video footage. This research addresses the growing necessity for enhanced ...
Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
(Brac University, 2024-01)
Flooding is a complex phenomenon that, due to its nonlinear and dynamic character,
is difficult to anticipate. As a result, the prediction of floods has emerged as a
critical area of study in the field of hydrology. ...
Fortifying federated learning: security against model poisoning attacks
(Brac University, 2024-01)
Distributed machine learning advancements have the potential to transform future
networking systems and communications. An effective framework for machine learning
has been made possible by the introduction of Federated ...
Citrus leaf disease detection by image processing
(Brac University, 2024-01)
Citrus leaf diseases bring a danger to the earnings of citrus estates. When it comes
to recovering from illness, early detection and accurate diagnosis are very necessary.
In the last several decades, there have been ...
Real-time foul detection in football matches using machine learning techniques
(Brac University, 2024-01)
As a widely popular sport worldwide, football necessitates precise and consistent
decision-making to uphold fair game-play. It has become essential to automate and
optimize certain aspects of the game for fairness and ...
Silent voice: harnessing deep learning for lip-reading in Bangla
(Brac University, 2024-01)
Understanding speech just through lip movement is known as lipreading. It is a
crucial component of interpersonal interactions. The majority of the previous initiatives
attempted to address the English lipreading issue. ...