School of Data and Sciences (SDS): Recent submissions
Now showing items 181-200 of 2374
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Deep learning based crowd monitoring and person identification system
(Brac University, 2023-09)In this paper, we propose a deep learning-based crowd monitoring and person identification system and a crowd-video dataset to address the challenges posed by the recent COVID-19 pandemic or future pandemics may occur, ... -
An implementation and analysis of deep learning models for the detection of wheat diseases
(Brac University, 2023-09)Detecting a disease visually is a time-consuming and error-prone operation, and in the agricultural arena, for disease control, crop yield loss prediction, and global food security, automatic and accurate evaluation of ... -
Distribution of complete CRISPR-Cas systems in vibrio cholerae and its effect on presence of plasmid derived contigs in complete genome assemblies
(BRAC University, 2023-05)Cholera is a water-borne disease caused by Vibrio cholerae that causes severe diarrhea and dehydration. Plasmids disseminate antibiotic resistance and have the potential to play critical roles in epidemic outbreaks. ... -
Towards santali linguistic inclusion: building the first Santali-to-English translation model using mT5 transformer and data augmentation
(Brac University, 2023-09)Around seven million individuals in India, Bangladesh, Bhutan, and Nepal speak Santali, positioning it as nearly the third most commonly used Austroasiatic language. Despite its prominence among the Austroasiatic language ... -
An efficient deep learning approach to detect citrus leaves disease
(Brac University, 2023-01)Bangladesh is one of the leading exporters of citrus. The country has been exporting citrus fruits to more than 60 countries annually. The main risk that citrus disease poses to crop yield is through contact with infected ... -
Automated model to rank candidates for a job position based on data extracted from LinkedIn profiles
(Brac University, 2023-01)Recruitment process has become very crucial in the vast job market and being able to recruit effectively is a challenge. This is because, there is a scarcity of suitable candidates for any particular job opening. Moreover, ... -
Network infrastructure maintenance and troubleshooting at Paradise Technologies Limited
(Brac University, 2023-09)This internship report focuses on ”Network Infrastructure Maintenance and Troubleshooting at Paradise Technologies Limited”. The report delves into the critical aspects of maintaining and resolving issues in the company’s ... -
Education content provider based on particular weaknesses of students: a unsupervised machine learning appro
(Brac University, 2023-09)To uncover underlying patterns in large datasets, a procedure called data mining is often utilized. By analyzing data gathered through Online Learning (OL) systems, data mining can be used to unearth hidden relationships ... -
A community website for the Bengali community residing in the UK - a project by London Academy of IT
(Brac University, 2023-09)This report provides an overview of my experience as a full stack web developer at the London Academy of IT. I had been assigned with building a community website for the Bengali community residing in the UK from scratch. ... -
Detection of skin diseases using deep learning
(2023-09)As a topic of global health importance, skin diseases must be quickly identified and accurately diagnosed to allow for effective treatment. Specifically for the classification of skin diseases, the use of deep learning ... -
Synthetic population generation using census data
(Brac University, 2023-09)An open-source population simulator is being developed to address the limitations posed by current closed-source population simulators. The close nature of these existing simulators restricts access to demographic modeling ... -
Internship as a software Engineer- Banking app
(BRAC University, 2023-06)In this present world everything is considered under competition . In our academic life we compete with our class or group mates. On the other hand in our job sector we compete with other companies . Now if we think about ... -
Full stack development of UBERA system
(BRAC University, 2023-05)The system named ‘UBERA’ is a web application which is undertaken as a system which has the ability to assess buildings and produce an output result if they are vulnerable to earthquake or not. It is an automatic decision ... -
Evaluating CNN and Vvsion transformer models for Mango Leaf variety identification
(Brac University, 2023-09)Mango, often referred to as the “King of fruits”, occupies a superior place in the global agricultural landscape due to its growing demand. Thus accurate identification and classification of mango tree varieties is ... -
Machine learning based stream selection of secondary school students in Bangladesh
(BRAC University, 2023-05)A strong civilization is built on a strong foundation, and education plays a vital role in acquiring the necessary information and skills for success in life. This thesis focuses on the education system in Bangladesh, ... -
Internship as a Software Quality Assurance Engineer
(BRAC University, 2023-03)During this pandemic the world has changed a lot and left us on a thought of im- portance that how much health tech is important for the survival of humanity. So along with other revolution, companies that are working on ... -
Internship as a young professional in application team of White Services Technology
(BRAC University, 2023-04)This paper provides a summary of my internship experience in front-end development, with a concentration on my work with HTML, CSS, JavaScript, ReactJS, and PHP. The apprenticeship was completed at White Services Technology ... -
Integrity analysis and detection of digital forensic evidences
(Brac University, 2023)Technology has improved people’s day to day activities like how we communicate and access information. These days people are equipped with a digital camera and mobile phone and they tend to record almost everything ... -
Detection of violent activity in surveillance system using different deep learning techniques
(Brac University, 2023-09)In the past decade, surveillance cameras have been a necessary integration for security measures in all types of localities. The omnipresence of these devices has substantially aided in tackling violent criminal activities. ... -
A conceptual framework for analyzing critical cactors of PDS learning experience and PDE employment experience
(Brac University, 2023-12)This study aims to examine the relationship and status of education and employment for people with disabilities in Bangladesh. The study employs a mixed-methods approach, including a survey of people with disabilities ...
