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Alumni opportunities using machine learning
(BRAC University, 2018-12)
Multimodal approach to human detection in unconstrained environments using YOLOV7 for conventional, infrared & thermal cameras
(Brac University, 2023-01)
Search and rescue operations in disaster-stricken areas are often hindered by chal lenging environmental conditions, such as poor visibility, limited lighting, and high
levels of noise and clutter. These conditions can ...
Multimodal human detection in disaster situations using deep learning & artificial intelligence
(Brac University, 2022-09)
Mankind has faced natural calamities for survival since the very beginning of
human civilization. Even after 65 million years, mankind is still figuring out ways to
face natural calamities and survive its post-consequences ...
A machine learning-based approach for data analysis to ascertain suicidal individuals from Social media users
(Brac University, 2023-01)
In this research, we propose a hybrid model for predicting suicide risk from text
data that incorporates BERT, VADER, and a Random Forest classifier for sentiment
analysis. This model aims to identify individuals who may ...
Comparison of machine learning techniques to predict cardiovascular disease
(BRAC University, 2018-12)
The purpose of this thesis is to examine and compare the accuracy of different
data mining classication systems through different machine learning techniques
to predict cardiovascular disease. This comparison shows the ...
Application of machine learning in credit risk assessment: a prelude to smart banking
(BRAC University, 2018-12)
A precise credit risk assessment system is vital to a financial institution for its proper and
impeccable functioning. Accurate estimations of credit risk will allow them to continue
their operation in a gainful and ...
Fruit and vegetable freshness detection using deep learning
(Brac University, 2022-09)
Bangladesh’s economy depends on agriculture, which contributes significantly to
GDP. It’s time to automate agriculture for increased productivity, efficiency, and
sustainability. Computer Vision can assist in ensuring ...
An artificial intelligence-enabled crop recommendation system
(Brac University, 2023-01)
Our country is overburdened with a population of more than 160 million. So fulfilling
the need for food for the whole population can be overwhelming. This research
has been conducted to ensure maximum efficiency in ...
Machine learning approach for ECG analysis and predicting different heart diseases
(BRAC University, 2018-12)
In the modern world, there have been some revolutionary advancement in the field of medical
science and research and this is no different for electrocardiogram. Electrocardiogram (also
abbreviated as ECG) illustrates the ...
Comparative analysis of machine learning techniques in optimal site selection
(Brac University, 2023-01)
Site selection is a crucial aspect of many businesses, as a company’s location can sig nificantly impact its success. In recent years, machine learning techniques have been
increasingly used to assist with optimal site ...