Thesis & Report, BSc (Computer Science and Engineering): Recent submissions
Now showing items 1-20 of 1583
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An efficient deep learning-based multi-classification of ocular toxoplasmosis and its secondary complications from fundus images
(BRAC University, 2024-12)"Ocular Toxoplasmosis is considered a leading cause of visual impairment when not diagnosed and treated correctly on time. Its complications pose a challenge for accurate diagnosis and treatment. This study represents ... -
Crop yield prediction using machine learning and deep learning
(BRAC University, 2023-01)Bangladesh is an agrarian country. Though, a substantial portion of our economy and workforce depends directly or indirectly on agriculture. However, due to climate change, floods, insufficient incentives, and less grist ... -
A comprehensive study for predicting eyesight disease using ML
(BRAC University, 2024)From mild to severe distant vision impairment caused by untreated conditions, including cataract, glaucoma, retinal disease, and diabetic retinopathy, more than60% of the world’s population—exceeding 4.5 billion ... -
An AI and NLP approach for detecting grooming behavior
(BRAC University, 2024)"Grooming children on social media is a dangerous side effect of modern internet era. AI models, specially NLP have the potential to play a critical role in detecting grooming behavior. Even though, there have been studies ... -
A blockchain and capability based access control for internet of things using self-sovereign identity
(BRAC University, 2024-12)Access control systems are essential tools for businesses because they guarantee the safe management of user access to resources after verification. Conventional approaches, such as Role-Based Access Control (RBAC) and ... -
Blockchain-backed SSI: empowering travelers with a secure platform for digitalized travel information
(BRAC University, 2024-12)"Document fraud poses significant security risks and can result in unauthorized en- tries into a country, as well as manual verification, a time-consuming process that raises concerns about the privacy of travelers as ... -
Impact of extended gaming hours on cademic performance and mental health among Bangladeshi undergraduate students: an analysis using SPSS and SmartPLS
(BRAC University, 2024-11)"The increasing prevalence of gaming among Bangladeshi undergraduate students has raised concerns regarding its effects on academic performance and mental health. This thesis investigates the relationship between gaming ... -
Final thesis report internship as a web developer engineer
(BRAC University, 2024-10)This report highlights the way of creating a website structure during my internship as a web developer. The website structure is built in HTML and CSS. My main focus while making this report was to make it easy to access ... -
Bengali sentiment analysis based on product reviews: unveiling consumer voices
(BRAC University, 2024)"These days, customers are more keen to buy products online rather than going to a shop or market. However, they often fear about the quality of products, as there is no way to measure them before buying them. As a result, ... -
Sales forecasting using machine learning
(BRAC University, 2024-10)In today’s aggressive and fast-paced economy, the ability to forecast sales accurately and effectively denotes a proper utilization of the available resources in planning. Typical sales forecasting methods fail quite ... -
Analyzing software quality and maintainability in object-oriented systems using software metrics
(BRAC University, 2024-10)Effective evaluation of software quality and maintainability is compulsory for successful object-oriented system development, and the potential of software metrics in achieving these goals are investigated in this research. ... -
Reverse engineering Intel DRAM addressing and reproduction of blacksmith
(BRAC University, 2024-10)Rowhammer is a widely known computer hardware vulnerability in recent years which breaks the fundamental limitations of DRAM technology by repeatedly accessing in order to cause bitflips in the adjacent rows. Understanding ... -
Digital assessment and learning platform for educational institutes
(BRAC University, 2024-10)This project is about an online learning platform that would facilitate teachers and students in gaining a comprehensive understanding of individual students’ aptitudes and deficiencies in a specific course or topic. It ... -
Pathway to perception: a smart navigation approach for visually impaired individuals leveraging YOLO, faster R-CNN, and LLaMA
(BRAC University, 2024-10)The purpose of our study is to create new technology that will provide a revolutionary navigation system with significant improvement of mobility and independence for visually impaired people. We utilize YOLOv11 and ... -
Internship as a software engineer
(BRAC University, 2024-01)In the current information age, novel ideas are consistently emerging, many of which are available on the internet to enhance business prospects when there is a correlation. Consequently, it is imperative for a company ... -
Parkinson’s disease freezing of gait (FOG) symptom detection using machine learning from wearable sensor data
(BRAC University, 2024-11)Freezing of gait (FoG) is a special symptom found in patients with Parkinson’s disease (PD). Patients who have FoG abruptly lose the capacity to walk as they normally would. Accelerometers worn by patients can record ... -
Smart dashboard - a project by a2i (Aspire to Innovate)
(BRAC University, 2024-10)The official works in Bangladesh are mainly done and recorded on paper. Basically, people do paperwork in government offices. We might have seen that many private sectors have turned most of their work online or ... -
Divide2Conquer (D2C): a comprehensive study on decentralized overfitting remediation in deep learning
(BRAC University, 2024-10)Overfitting remains a persistent challenge in deep learning, primarily attributed to data outliers, noise, and limited training set sizes. This thesis presents Divide2Conquer (D2C), a novel technique designed to address ... -
A performance evaluation framework for public blockchain based systems
(BRAC University, 2024-10)With the revolution of blockchain technology, smart contracts open a door for programs to be executed inside the blockchain. This allows programmers to build applications and deploy them in different blockchain systems. ... -
Depth-aware object detection and region filtering for autonomous vehicles: a monocular camera-based novel integration of MiDaS and YOLO for complex road scenarios with irregular traffic
(BRAC University, 2024-10)In this era of technological advancement, autonomous vehicles strive towards revolutionizing the transportation system. Object detection and distance measurement are critical for autonomous driving, particularly in dynamic ...
