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Health trauma and well-being assistant for Bengali seniors in household: a multimodal approach
(Brac University, 2024-01)
The increasing number of elderly individuals living alone has emerged as a pressing
global concern. Our research aims to address this issue by developing advanced
modules that can be integrated into a system that enhances ...
EAI4CC: deciphering lung and colon cancer categorization within a federated learning framework harnessing the power of explainable artificial intelligence
(Brac University, 2024-01)
Advances between medical imaging and artificial intelligence (AI) have led to improvements
in cancer diagnosis and classification. This paper provides a new framework
called Explainable AI for cancer categorization ...
A comprehensive NLP-based voice assistant system for streamlined information retrieval in metro rail services of Bangladesh
(Brac University, 2024-01)
Bangladesh’s capital city Dhaka is served by the Dhaka Metro Rail. A metro-rail based
rapid transit system is considered one of the important technologies that
may decrease the working-hour wasting issue in a developed ...
Automatic motor vehicle number plate recognition
(Brac University, 2024-01)
The purpose of this initiative is to develop automatic motor vehicle number plate
recognition (Bangla) using machine learning, identifying and taking out the numbers
of license plates from photos. By using this system ...
An interpretable diagnosis of retinal diseases using vision transformer and Grad-CAM
(Brac University, 2024-01)
Early detection of retinal diseases can help people avoid going completely or partially
blind. In this research, we will be implementing an interpretable diagnosis
of retinal diseases using a hybrid model containing ...
A deep learning application for real-time debris detection: underwater environment
(Brac University, 2023-12)
Recognizing the significance of accurately measuring and removing underwater waste
is vital for safeguarding marine ecosystems and the environment. Measuring underwater
waste is challenging due to factors like light ...
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 ...
NLP-based AI robot for intelligent interaction
(Brac University, 2024-01)
The benefits and advantages of integrating AI, ML, and NLP into library services
which can redefine how traditional libraries function are thoroughly discussed in
this paper. The practical applications of ML and AI in ...
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. ...
Unleashing potential: a data-driven exploration of identifying player potentialities through advanced analytics in sports
(Brac University, 2024-01)
In this project, we delve deeper into the complex area of predicting a potential replacement
of a footballer of a specific position. For that, we used multiple machine
learning models on the Sofifa dataset. Our analysis ...