Project Report: Recent submissions

  • 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, ...
  • 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 ...
  • An Intelligent Technique for Thyroid Disease Detection Using Machine Learning 
    Bin Hafiz, Md.Shahnewaj (Daffodil International University, 2024-07-24)
    An underactive thyroid gland is the hallmark of the common endocrine condition hypothyroidism, which can cause a variety of health problems. A timely and precise diagnosis is essential for the proper management and ...
  • An Intelligent Technique for Thyroid Disease Detection Using Machine Learning 
    Bin Hafiz, Md. Shahnewaj (Daffodil International University, 2024-07-24)
    An underactive thyroid gland is the hallmark of the common endocrine condition hypothyroidism, which can cause a variety of health problems. A timely and precise diagnosis is essential for the proper management and ...
  • Design and implementation of a patient appointment system in the Bangladesh health sector 
    Chion, Toymur Rahman (Daffodil International University, 2024-07-24)
    In my project, I delve into the development of a comprehensive Design and Implementation of a Patient Appointment System in Bangladesh Health Sector utilizing Node.js, MongoDB, HTML, CSS, and JavaScript. My aim is to ...
  • Lung Cancer Classification Using Machine Learning Techniques 
    Sen, Ankan (Daffodil International University, 2024-07-24)
    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, ...
  • Automated classification of Bangladeshi flower species through image processing and transfer learning 
    Sanyaukta Das Bristi (Daffodil International University, 2024-07-24)
    Flower species classification stands as a quintessential challenge in the realm of computer vision, bearing profound implications for botanical research, conservation, and ecological management. In this study, we embark ...
  • A Federated Learning Approach to Accurate Ear Disease Diagnosis with Data Privacy 
    Joy, Md. Salim Reza (Daffodil International University, 2024-07-24)
    Ear diseases, particularly those affecting the tympanic membrane, pose a significant global health challenge, often leading to hearing loss. Traditional diagnostic methods struggle to balance accuracy with patient privacy ...
  • Emotion That Speaks: 
    Shimul, Nazmul Islam; Hossen, Md Shakil (2024-07-13)
    Human emotions are spontaneous mental states produced by changes in facial muscles, leading to expressions. In various human-computer interaction applications, techniques for nonverbal communication like facial expressions, ...
  • Taste Trek - An Online Food Delivery System 
    Nath, Anchal Deb (Daffodil International University, 2024-07-13)
    The Food Sharing Platform is a cutting-edge online resource designed to foster a vibrant culinary community, enabling individuals to easily share their favorite dishes. In today’s interconnected world, food enthusiasts ...
  • BUYMY Account - Multipurpose E-Commerce Website (BMA) 
    Antor, Rajoan Tamjid (Daffodil International University, 2024-07-13)
    The "Buy My Account" initiative is an innovative web application fostering cooperation and support between buyers and sellers in online account trading. Users can easily create accounts and find them by looking at their ...

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