Faculty of Science and Information Technology: Recent submissions

  • Digital Threat: Misinformation Detection using LSTM in TensorFlow 
    Roy, Bikrom Adatya; Ahmed, Mir Saleh (Daffodil International University, 2025-09-16)
    In today's digital world, where false information spreads swiftly via social media and jeopardizes public trust, misinformation has become a significant issue. Despite the existence of some traditional detection methods, ...
  • Predicting Effects of Music in University Students Productivity Using Machine Learning 
    Sarker, Sabbir Ullah (Daffodil International University, 2025-09-16)
    Humans have used music as a fundamental aspect of their existence for centuries because it modifies their emotional state as well as their mental processing abilities and behavioral responses. Multiple investigations ...
  • KAK & KOKIL A Concept & Design of Dual Drone Operational System 
    Islam, Mohitul; Baidya, Sohag (Daffodil International University, 2025-09-17)
    In this report, a design, development, and integration of a two-drone Unmanned Aerial Vehicle (UAV) system is given, composed of Kak and Kokil drones. Kak is a long-range reconnaissance and surveillance hybrid propulsion ...
  • Deep Learning-Based Teeth Disease Detection Using Dental X-ray Images 
    Jim, Jubair Rahman; Shajib, Md Shorowar Islam (Daffodil International University, 2025-09-16)
    Oral health is vital for overall well-being. However, dental problems like cavities, gum disease, and infections are still very common around the world. Early diagnosis is crucial to avoid serious issues. Traditional ...
  • Deep Learning for Early Detection of Depression in University Students: A Mental Health Perspective 
    Akter, Mst. Fariha (Daffodil International University, 2025-09-17)
    Nowadays, depression has spread at an alarming rate among students. There are many reasons for this such as lack of sleep, academic decline, loneliness, limited mental support, personal, family or financial problems, ...
  • Smart Farming Model with Vision Transformar: Eggplant Diease Detaction System 
    Haque, Md. Maynul (Daffodil International University, 2025-09-17)
    Eggplant is one of the most commercially important crops in tropical and subtropical regions such as Bangladesh, India, and Pakistan. However, several leaf diseases significantly reduce yield and quality. Traditional ...
  • Parking Korbo: An Android based platform for car parking 
    Siddiqui, Tanbhir Ahmad (Daffodil International University, 2025-09-17)
    First and foremost, I would like to express my deepest gratitude to the Almighty for His blessings, which enabled me to successfully complete this final year project. I extend my sincere appreciation and profound respect ...
  • Comparative Analysis of Transfer Learning Models and Custom CNN for Tea Leaf Disease Classification 
    Pappu, Prosenjith Dash; Akter, Mst. Aklima (Daffodil International University, 2025-09-17)
    Tea is one of the most consumed drinks in the world and a savior of agricultural economies especially to nations like Bangladesh, India and Sri Lanka. However, diseases of the leaves like Algal Leaf, Gray Blight, Helopeltis, ...
  • Machine Learning Approach for Early Detection Of Diabetes 
    Alam, Iftyar (2025-09-17)
    Technological advancements have led to a closer relationship between the medical industry and machine learning. This study employs machine learning to predict the occurrence of diabetes, a global disease. The aim is to ...
  • Deep learning-based classification of musculoskeletal radiographs: optimizing CNN architectures with model interpretability 
    Ahmad, Faisal (Daffodil International University, 2025-09-16)
    Medical imaging in the form of X-ray radiography is the foundation of diagnosing musculoskeletal disorders. However, manual interpretation of radiologists is time-consuming and prone to inconsistency, so automated deep ...
  • AI-Powered Legal Assistance for Bangladeshi Laws using Machine Learning and Large Language Models 
    Islam, Md. Ashikul; Midul, Shishir Ahmed (Daffodil International University, 2025-09-16)
    In Bangladesh, getting legal help is very difficult because the legal system too much complex and most people cannot afford legal advice. The situation is even worse for people in rural areas, since professional legal ...
  • Buzz-Hub: An Ecommerce platform 
    Hossain, Zahir (Daffodil International University, 2025-09-17)
    In our country there are good. number of e-commercial websites. Now a days people's interest in online. shopping is going more and more. But there are some issues about what they are facing during online shopping. like ...
  • Comparative Analysis of Deep Learning Models for Road Damage Classification 
    Islam, Md.Mahmudul (Daffodil International University, 2025-09-17)
    Road damage, particularly cracks and potholes, poses significant risks to transportation safety and infrastructure sustainability. Traditional manual inspection methods are time-consuming, costly, and often unreliable, ...
  • 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 ...
  • Tree-level identification and classification leveraging image data analysis 
    Roktim, Sadman Sakib (Daffodil International University, 2025-09-17)
    The environmental monitoring, agriculture and forestry management depend on the categorization of trees like fruit, medicinal or forest tree. The aim of this project is to develop a trustworthy deep learning system to ...
  • YOLO-Based Fish Disease Detection: A Smart Lifeline for Aquaculture Farmers. 
    Al Hossain, Abdullah; Fakir, Anaf (Daffodil International University, 2026-01-06)
    Despite the fact that fish is a major source of food production in the world, fish infections continue to threaten the productivity of farms, economic stability, and food security, especially among countries such as ...
  • A Comparative Analysis of Machine Learning Algorithms for Breast Cancer Prediction and Detection 
    Shajib, Mohamad Showrov Hassan (Daffodil International University, 2024-07-13)
    Many efforts have been devoted to developing efficient methods for early detection and prediction in order to address this urgent problem. My suggested strategy makes use of risk prediction algorithms and encourages ...
  • A deep transfer learning based approach to detect medicinal plants 
    Mum, Suraia (Daffodil International University, 2024-07-24)
    The identification of medicinal plants plays a crucial role in healthcare, particularly in countries like Bangladesh, known for a rich diversity of medicinal flora. However, the accurate recognition of these plants remains ...

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