Faculty of Science and Information Technology: Recent submissions

  • A Hybrid CNN-SVM Model for Multi- Classification of Mango Leaf Disease 
    Muttalib, Maliha (Daffodil International University, 2025-09-17)
    Mango leaf spot diseases significantly affect the health and yield of mango trees, posing a serious threat to agricultural productivity in tropical regions. Traditional disease detection methods are often labor-intensive, ...
  • Advancing Bangla Tense Classification: A Comparative Study of RNN, CNN-LSTM Hybrids, and Transformer-Based Models 
    Heera, Mohidul Islam (Daffodil International University, 2025-09-17)
    It is difficult to determine tense in Bangla text due to its morphological complexity, syntactic variation and the absence of annotated corpus. This study uses the BanglaTense dataset with 17,819 sentences labelled into ...
  • Gonona - Inventory Management System for Small Businesses 
    Hossain, Md. Rifat (2025-09-17)
    Inventory management is a critical component of any retail or product-based business, directly impacting profitability, customer satisfaction, and operational efficiency. This project introduces a Software-as-a-Service ...
  • Clinical-Grade Precision Without the Complexity: A YOLO-Based Brain Tumor Detection Framework 
    Efaz, Md. (Daffodil International University, 2025-09-16)
    The precise and efficient diagnosis of brain tumors in magnetic resonance (MR) images is extremely important as it enable to treat these kinds of the disease earlier and more effectively. Although models from the YOLO (You ...
  • Betel Leaf Disease Detection Using Machine Learning 
    Akter, Roksana (Daffodil International University, 2025-09-17)
    This report discusses the design, development, and evaluation of a Betel Leaf Disease Detection System that aims to utilize machine learning and mobile technology to enhance agricultural practices. The main goal of the ...
  • Utilizing Machine Learning Techniques for the Prediction of Cardiac Diseases 
    Newaz, Md. Hadiuzzaman (Daffodil International University, 2024-07-24)
    Heart and circulatory system disorders (CVDs) remain the primary cause of mortalityglobally, necessitating innovative approaches for early diagnosis and treatment. This research explores the use of machine learning methods ...
  • Ecommerce Website with Ecommerce Tracking 
    Islam, Md. Shariful (Daffodil International University, 2024-07-24)
    In today's world, people's lifestyles are largely digital and automated. They want to find things faster and more easily than ever before, and the internet has a huge impact on this. An "Ecommerce Website" plays an ...
  • Image Based Cattle Nose Print Recognition Technology: 
    Hasan, Md. Sayed; Saha, Utsa Kumar (Daffodil International University, 2024-07-13)
    Cow identification is a critical aspect of livestock management, contributing to efficient record-keeping, insurance, and tracking systems. Traditional methods are labour-intensive and prone to errors. In this thesis, ...
  • Body scanner sensor assessment using artificial intelligence. 
    Islam, Tanbhirul (Daffodil International University, 2024-07-24)
    An autonomous scanner sensor recognition system depending on the DenseNet201 Transfer Learning model is recommended in the present research. consumption of sensor image is significantly influenced by the image's condition. ...
  • Skin Disease Detection Using Deep Learning. 
    Selim, Md. Tarikul Islam; Islam, Md. Moinul (Daffodil International University, 2024-07-24)
    For successful treatment and better patient outcomes, skin disorders must be identified early and accurately. Conventional diagnostic techniques, which mostly depend on dermatologists' visual inspection, are frequently ...
  • Internship on Software Quality Assurance (SQA) 
    Abir, Md. Hasibul Hasan (Daffodil International University, 2024-07-24)
    This paper describes the internship I completed in Software Quality Assurance (SQA) at Goinnovior Limited. The internship sought to connect theoretical understanding with practical application by concentrating on various ...
  • Internship on Network and Technical Support System 
    Sarker, Kanak Chandra (Daffodil International University, 2024-07-24)
    An extensive summary of my internship at [K.M Hasan & Co]'s Network and Technical Support System department is provided in this report. Through the internship, I gained practical experience in a range of network ...
  • Project on Mawa Highway Racing Game 
    Dhar, Amit Sutra (Daffodil International University, 2024-07-24)
    Modern highways with realistic traffic and urban landscapes. Fast-paced arcade-style racing with a focus on highway scenarios. Intuitive controls for acceleration, braking, steering, and possibly drifting. Support ...
  • Bfarming: a web based application 
    Baidya, Shuva Dhan (Daffodil International University, 2024-07-13)
    Every day new technology is arriving and billions of people were connected to the Internet. Purchasing goods, groceries, clothes everything is online. Innovation is expected. From agricultural to ultramodern times, society ...
  • Internship Report on Network Security System 
    Mahmud, Izaz (Daffodil International University, 2025-09-17)
    This internship report focuses on the practical application of network design, configuration, and security measures within the scope of tasks undertaken during the internship at Goinnovior Limited. During the project I ...
  • One-Stop Pet Adoption Platform 
    Ashkari, Adnan; Islam, Tahmid (Daffodil International University, 2025-09-17)
    The One-Stop Pet Adoption Platform is a web-based application that consolidates pet discovery and adoption with post-adoption services in a single cohesive system. Traditional processes are fragmented across different ...
  • KUTIR SHILPO: Single Vendor E-Commerce Web Site 
    Hassan, Md Kamrul (Daffodil International University, 2025-09-17)
    KutirShilpo is an innovative e-commerce web platform dedicated to showcasing and promoting traditional Bangladeshi handicrafts. In today’s digital era, many local artisans and small-scale producers struggle to access wider ...
  • Serene (Mental Health Solution System) 
    Joy, Muhibur Rahman (Daffodil International University, 2024-01-23)
    In the vast online world, "Serene" is a website designed to make mental health easy to understand and access. It's a friendly digital place offering lots of help for anyone dealing with mental health issues. The goal is ...
  • Iums Admission Service 
    Islam, Habiba (Daffodil International University, 2024-01-23)
    As a cutting-edge and all-inclusive web-based platform, IUMS ADMISSION SERVICE is ready to completely transform the way that educational institutions handle admissions. Numerous features are integrated into this advanced ...
  • Dengue Prediction in Bangladesh Using Machine Learning 
    Bristy, Nishat Anjum (Daffodil International University, 2024-09-23)
    Dengue fever continues to be a health issue, in Bangladesh causing harm and even deaths during frequent outbreaks. This study employs machine learning techniques to forecast dengue outbreaks by analyzing data from 820 cases ...

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