Faculty of Science and Information Technology: Recent submissions

  • Predicting Cardiovascular Disease Risk Among Bangladeshi Diabetes Patients Using Machine Learning and Explainable AI 
    Islam, Sadia (Daffodil International University, 2025-01-12)
    Cardiovascular disease (CVD) is a leading cause of death, especially among diabetes patients, due to metabolic and lifestyle factors. This study aims to predict cardiovascular disease risk among Bangladeshi diabetes ...
  • Indian Jackfruit Variant Identification Using Deep Learning 
    Pranto, Md. Ariful Islam (Daffodil International University, 2024-12-28)
    Discovering the variety of jack fruit is a pretty daunting task in middle parts Agri culture, particularly there are a lot many varieties could be possible to find since it has been cultivating on vast area of India. ...
  • AI at Your Service: Revolutionizing Patient Care 
    Ullah, Asif (Daffodil International University, 2025-01-10)
    Healthcare is an essential aspect of human well-being, yet millions face barriers to timely and accessible medical care. ”Visiting Hour” is an AI-powered healthcare assistant de- signed to address these challenges by ...
  • Optimizing Human-device Interaction through Real-Time Automated Speech Recognition and NLP 
    Oishy, Tahiya Rahman (Daffodil International University, 2024-12-28)
    Automatic speech recognition (ASR) is a technique which enables machines to interpret, convert and translate spoken language into text. To produce a text from spoken language, ASR system receives input from the speaker ...
  • Face Recognition Based Attendance System Using Deep Learning 
    Roy, Lochon Chandra (Daffodil International University, 2025-01-13)
    The project "Face Recognition Based Attendance System Using Deep Learning" aims to modernize attendance tracking in educational institutions by incorporating deep learning and facial recognition technologies. Traditional ...
  • Contactless Ticketing System for Metro Rail 
    Biswas, Prosenjit Chandra (Daffodil International University, 2025-01-12)
    The contactless ticketing system for metro rail is an innovative solution aimed at improving the efficiency and convenience of public transportation. This project leverages technologies like QR codes and data analytics ...
  • Smart Tree Care System Utilizing Internet of Thing (IoT) 
    Chakraborty, Aditya (Daffodil International University, 2025-01-12)
    The "Tree Care System Based on IoT" is a smart and automated solution designed to simplify and enhance plant care. This system integrates Internet of Things (IoT) technology with sensors and a mobile application to monitor ...
  • Predicting Drug Addiction Patterns in Urbanizing Bangladesh: A Machine Learning Approach 
    Onik, Md.Khaledur Rahman; Naim, Nakib Hossen (Daffodil International University, 2025-01-13)
    Drug addiction is a significant public health challenge worldwide, with its impact on indi- viduals, families, and communities increasing in fast urbanizing countries. In Bangladesh, the rapid growth of cities, ...
  • TutorHub: A Web-based Tutor Finding Application 
    Ahmed, Khandocar Faruk (Daffodil International University, 2025-01-13)
    TutorHub is a cutting-edge web platform that aims to completely transform the process of locating qualified tutors. Access to high-quality tutoring is essential in a quickly changing educational environment, and TutorHub ...
  • Transforming Dermatology: Transfer Learning Models for Accurate Skin Disease Detection 
    Mahmud, Saif (Daffodil International University, 2025-01-13)
    This research investigates the application of machine learning techniques in the detection and classification of skin diseases. Leveraging transfer learning models such as MobileNetV2, InceptionV3, and DenseNet121, the ...
  • STUDENT BAZAR -Design and Implementation of an E-commerce Website Final Year Design Project 
    Ahmed, Ridwan (Daffodil International University, 2025-01-13)
    Our project focuses on creating a comprehensive e-commerce platform where users can buy and sell products, explore blog posts, and engage seamlessly with the system. The platform is designed to offer a streamlined shopping ...
  • Next word prediction in Bangla using Deep Learning Techniques 
    Ridhoy, Shariar Rahman (Daffodil International University, 2025-01-13)
    Next-word prediction is an essential feature in contemporary text input systems, significantly enhancing typing speed, improving efficiency, and reducing the likelihood of errors. This feature is particularly advantageous ...
  • Identification and Classification of Medicinal Plants Found in Rural Areas Through leaf Image and Their Benefit Analysis Using Deep Learning 
    Mahmud, Mir. Shifat; Begum, Shamima (Daffodil International University, 2025-01-13)
    A medicinal plant identification system based on the EfficientNetB0 transfer learning model is suggested by the current study. People's trust in using medicinal plants and their ability to correctly identify them have a ...
  • Internship on Android App Development 
    Islam, Md. Rafiul (Daffodil International University, 2025-01-13)
    The essence of this report is to show what I have done and learned from my internship. I participated mainly in internship as an android app developer. Here, my focus or objective was basically learning android, learning ...
  • Predicting Fetal Health using Machine Learning on Mitigate Child and Maternal Mortality 
    Mahmud, Md. Shakil (Daffodil International University, 2025-01-13)
    This study investigates the application of machine learning techniques to predict fetal health using Cardiotocogram (CTG) data, a critical tool in obstetrics for monitoring fetal well-being. CTG captures vital indicators ...
  • Internship on Web Design and Development 
    Shanto, Md. Shah Waliullah (Daffodil International University, 2025-01-13)
    In this report, I am providing an overview of my experiences and takeaways from my web design and development internship. Using Tailwind CSS, and Vue.Js to advance my understanding of HTML, CSS, Javascript, and PHP is ...
  • Village Tour Bd - Mobile-Based Village Discovery App 
    Hosen, Md. Manik (Daffodil International University, 2025-01-12)
    Village Tour BD is a simple mobile based application, through which it is possible to see, feel, & enjoy the beauty of villages in Bangladesh. The principle objective is to establish a direct link between travelers and ...
  • CNN Based Handwritten Prescription Recognition for Medicine Identification 
    Asa, Most. Afrin Jahan (Daffodil International University, 2025-01-12)
    Doctors frequently write prescriptions in unreadable handwriting due to the growing demands on healthcare workers, making it difficult to correctly identify the names of the recommended medications. Patients are greatly ...
  • An End-To-End Efficient License Plate Detection and Recognition System using Deep Learning 
    Bristi, Nushrat Jahan (Daffodil International University, 2025-01-13)
    This research presents an enhanced license plate recognition system for real-time detection and recognition in transportation and security applications. YOLO object detection algorithms (YOLOv8s, YOLOv8x, YOLOv11s) enable ...
  • Emotion Detection from Bangla Text Using Seven Emotion Classes 
    Plabon, Md Toufiqur Rahman (Daffodil International University, 2025-01-13)
    The focus of this thesis is the categorization of seven emotional states: anger, happiness, surprise, fear, sadness, confusion, and disgust. Additionally, a emotion detection study was carried out in Bangla text. This ...

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