Department of Computer Science and Engineering: Recent submissions

  • Web Based Ed-Tech Platform 
    Hoque, Ariful; Ahmed, SM. Faisal (Daffodil International University, 2025-05-14)
    This project describes the design and development of a Ed-Tech platform aimed at filling the gap between traditional and digital education systems, as it provides the overall modular and user-oriented learning experience. ...
  • Exploring LLMs for Bangla Text Summarization: A T5-Based Abstractive Approach 
    Ornob, Kawshik Ahmed; Shuvo, Bibakananda Roy (Daffodil International University, 2025-05-14)
    This project develops an abstractive summarization system for Bangla news articles using small-scale transformer models, specifically small MT5 (300M parameters) and BT5 Base (247M parameters), to generate long summaries ...
  • Fruit Quality Classification using Deep Learning and Explainable AI 
    Annafi, Abdun Nafi; Muhtasim, Tasnuva (Daffodil International University, 2025-05-14)
    Fruit quality classification is a critical task in agriculture and food industries to ensure standardization and market value. This study evaluates the performance of VGG19, MobileNetV2, ResNet50, custom CNN and BiLSTM for ...
  • Deep Learning approach for Automated Blood Cancer Cells detection 
    Halder, Shuvo (Daffodil International University, 2025-05-14)
    A deep learning approach to automatic blood cancer diagnosis is proposed in this thesis. The aim of this research is to develop an efficient system for accurate early-stage diagnosis and thereby improve healthcare outcomes. ...
  • Restaurant Management System 
    Karim, Asif (Daffodil International University, 2025-05-14)
    The project involves developing a restaurant management system using Laravel, designed to help with the everyday tasks at small to mid-sized restaurants. The system was designed to allow customers to view the menu, book ...
  • Parkinson’s Disease Detection Using Machine Learning: A Comparative Study of Classification Algorithms 
    Rifat, Samiul Haque (Daffodil International University, 2025-05-14)
    Parkinson’s disease (PD) is a neurodegenerative movement disorder resulting from the loss of dopamine neurons that causes tremor, bradykinesia, and rigidity as its cardinal motor symptoms, dramatically affecting patient ...
  • The Smart house Rent Collection System 
    Ripon, Md (Daffodil International University, 2025-05-14)
    Rental property management in third world nations faces lapses in procedure because of poor follow-up, communication gap and dearth of digital channel. To solve these problems, this paper describes the design and implementation ...
  • A comparative study of yolov8 and faster r-CNN in potato, apple & grape leaf disease detection for precision 
    Hosen, Mahfuj; Barman, Tanoy (Daffodil International University, 2025-05-14)
    This study investigates the use of deep learning models, specifically YOLOv8 and Faster R-CNN, for real-time object identification and autonomous plant disease diagnosis. The research uses a dataset consisting of 38 ...
  • A Comparative Study for Rice Blast Disease Detection Using Deep Transfer Learning 
    Shahriar, Md. Rakib; Rifat, Md. Jannatul Naeem (Daffodil International University, 2025-05-14)
    Rice is a fundamental food crop for more than half of the global population, especially in agrarian countries like Bangladesh. However, fungal diseases such as leaf blast, neck blast, and node blast, caused by Magnaporthe ...
  • Travel and Tour Website For Tourist 
    Emu, Md Saiful Islam (Daffodil International University, 2025-05-14)
    Our travel website project is a modern, responsive, and user-focused web application designed to improve the experience of discovering and arranging travel destinations online. Its main goal is to offer an intuitive and ...
  • IoT Based Air Quality Monitoring System 
    Sohan, Sakhawat Hossain; Bushra, Rukaiya Afnan (Daffodil International University, 2025-05-14)
    Today's world is solely dependent on the IoT. As the number of automated devices related to the IoT is increasing in the world, new technologies are constantly being invented. IoT is where data is sensed from the environment ...
  • Smart health: a case study of lung cancer prediction utilizing image processing of computed tomography (CT) scan 
    Mia, Sujan; Tanvir Nasif, Md. Mashrur (Daffodil International University, 2025-05-14)
    In this paper, I explored the task of categorizing medical images into three categories: benign, malignant, and normal. The dataset comprises images which are preprocessed and resized for model training. After preprocessing, ...
  • Age-stratified risk of dengue infection: A case control study in urban Dhaka 
    Nife, Mirza Md. Naimur Rahman (Daffodil International University, 2025-05-15)
    Dengue fever continues to pose a major health problem in Bangladesh in crowded city areas like Dhaka. Here, factors related to the environment and population help the disease spread. This study looks at how different age ...
  • Design and Development of Web-based Ship Ticket Booking System 
    Shihab, Md. Mehedi Hasan (Daffodil International University, 2025-05-14)
    The opportunity to see new locations and meet new people is one of the main advantage of journey. Along the road new acquaintance will be formed. When traveling alone, striking up a brief chat with a stranger might also ...
  • Improving Phishing Detection Systems Using Kolmogorov-Arnold Networks 
    Islam, Efadul (Daffodil International University, 2025-05-14)
    The phishing activity of cybercrimes accounts to about 30% and is a great threat as over 240,000 cases were documented in 2020 only. Generally, these come in the form of false emails and websites, which aim at stealing ...
  • Road Damage Detection: A YOLObased Approach with Real-Time Mobile Deployment 
    Emon, Md. Tahrin Jahan (Daffodil International University, 2025-05-14)
    Timely detection of road surface damage plays a crucial role in maintaining transportation safety and reducing infrastructure repair costs. Traditional road inspection methods are time-consuming, labor-intensive, and ...
  • Fynnect: Simplifying Doctor Consultations Across Bangladesh 
    Nahin, Nur Nahian (Daffodil International University, 2025-05-19)
    Fynnect is a revolutionary doctor appointment booking platform developed to address the challenges of accessing healthcare in Bangladesh, where scheduling often requires multiple phone calls or personal visits to hospitals ...
  • Early Detection of Cardiovascular Abnormalities using ECG Data 
    Salman, Shahariar Alam (Daffodil International University, 2025-05-14)
    This study examines the utilization of machine learning algorithms for the early identification of cardiovascular illnesses through electrocardiogram (ECG) data. The study assesses various models, including Support Vector ...
  • Deep_Hybrid_CPP: Robust and Novel Deep Hybrid Learning Approach for Identification of Cell Penetrating Peptide using Multiview Feature Fusion 
    Saleh, Md. Abu (Daffodil International University, 2025-05-14)
    CPPs are short peptide sequences that have the ability to pass through cell membranes and deliver a range of molecular cargoes within cells. Their remarkable ability to enter cells without inflicting significant harm to ...
  • Design and Implementation of e-learning Based Website: EduSell 
    Samrat, Gazi Shahriar (Daffodil International University, 2025-05-05)
    The online marketplace known as EduSell provides users with an innovative platform to conduct course purchases and sales between learners. By using the platform people can explore numerous educational opportunities before ...

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