• Photolancer: A web-based Freelancing Marketplace to Hire Photographer 

  Shovon, Nowras Nafiz (Daffodil International University, 2025-01-13)

  The Photolancer project has the potential to completely change how people in Bangladesh interact and hire photographers. By offering a sophisticated and user-friendly platform created especially for booking and providing ...
• Performance Analysis of Banner and Poster Detection using Machine Learning Algorithms 

  Sumon, Md.Shazzad Hossain (Daffodil International University, 2025-01-13)

  This research project, conducted within the Computer Science and Engineering Department at Daffodil International University, focuses on the implementation of YOLOv8, a real-time object detection system, for the purpose ...
• Fresh Groceries - Your Trusted Web based Online Shopping 

  Ryhan, Apu (Daffodil International University, 2025-01-01)

  Fresh Groceries is a web-based online shopping platform designed to offer a seamless and user-friendly grocery shopping experience. This report provides a comprehensive overview of the project’s development lifecycle, ...
• Distinguishing between AI-Generated and Human-Written Content in the Modern Digital Landscape using Deep Learning 

  Emu, Md. Atiq Morshed (Daffodil International University, 2025-01-13)

  This study focuses on the growing difficulty of recognizing text that produced by machines in a time when artificial intelligence is extensively used. The study proposes a novel method based on a Long Short-Term Memory ...
• Daffodil Area Service (DAS): A Flutter Android App Development Project for Daffodil International University 

  Abir, Sadnan Sakib (Daffodil International University, 2025-05-14)

  The Daffodil Area Service (DAS) app is a mobile application designed to enhance the experience of students, faculty, and staff at Daffodil International University (DIU). Developed using the Flutter framework for Android, ...
• Cash-Fly: A Web Based Income Expense Tracker 

  Basar, Khairul (Daffodil International University, 2025-05-14)

  Cash-Fly Cash-Fly is an online personal finance application and serves as an expensetracking tool. Built on the MERN stack (MongoDB, Express. js, React. js, Node. js), providing a secure way of logging, tracking income and ...
• Hospital Management with Online Booking System 

  Yeasir, Z M Touki (Daffodil International University, 2025-05-14)

  The proposed project, "Hospital Management with Online Booking System," is a webbased solution designed to simplify the process of searching for and booking appointments with doctors. It addresses the common issue of ...
• Explainable AI (XAI) driven Mango leaf disease detection using State-ofthe-art convolutional neural network and Tiny-Net 

  Anu, Aunirudra Dey; Chakraborty, Karina (Daffodil International University, 2025-05-14)

  Rising agricultural requirements for intelligent, accessible solutions demonstrate why efficient plant disease detection systems have become vital. A deep learning framework has been developed to automatically detect mango ...
• Federated Learning Based Lung Cancer Classification 

  Rahman, Mostafizur; Tabassum, Gool A (Daffodil International University, 2025-05-14)

  In this paper, an interpretable and privacy-preserving lung cancer classification framework based on federated learning (FL) combined with Explainable AI (XAI) approaches is proposed. The system comprises of CNN, LeNet5, ...
• An Explainable Artificial IntelligenceDriven Minimal Net for Tea Leaf Disease Detection 

  Ahmed, Faruk (Daffodil International University, 2025-05-14)

  Tea leaf diseases pose a significant threat to crop yield and quality, especially in regions where agriculture is a key economic sector. Accurate and real-time detection of tea leaf diseases remains a significant challenge ...
• Potato Leaf Disease Detection Using Machine Learning 

  Sifat, Mehedi Hasan (Daffodil International University, 2025-05-14)

  Potato (Solanum tuberosum) plays a crucial role in global food security and is extensively cultivated in Bangladesh, where it serves as both a staple crop and a vital source of income for farmers. Nevertheless, its production ...
• Real-Time Multi-Class Brain Tumor Classification through Deep CNN Models of MRI Scans 

  Rahman, Masudur (Daffodil International University, 2025-05-14)

  In this work, we propose the real-time system for multi-class brain tumor classificationbydeep CNNs on MR images. Methodology: The methodology starts with capturingimagedata from three public data sets (SARTAJ, Figshare, ...
• Adaptive Machine Learning Techniques for Real-Time DDoS Attack Identification and Mitigation 

  Chowdhury, Md Nahid Hasan; Khan, Sadman (Daffodil International University, 2025-05-14)

  DDoS or Distributed Denial of Service attacks are primary concern for network security, inundating victims with botnet-generated traffic to render them largely inoperable. This work explores how to utilize machine learning ...
• Detecting Fake Apps Through User Review Analysis on the Google Play Store 

  Tamim, Kazi Khalid Hasan; Hossain, Md. Razib (Daffodil International University, 2025-05-14)

  As mobile applications rapidly grow in popularity on platforms like the Google Play Store, users face an increasing threat from fake or malicious apps. Numerous applications take advantage of user trust by mimicking ...
• A Deep Learning-Based Waste Classification Using Ensemble and Vision Transformer Models 

  Ahmmed, Sayem; Tasnim, Zarrin (Daffodil International University, 2025-05-14)

  This research presents a deep learning approach for waste categorization using three pre-trained models such as MobileNetV2, DenseNet121, and ResNet50, a transformer model (Vision Transformer or ViT), and an ensemble ...
• Efficient Jute Disease Classification Using Hybrid Deep Learning Model 

  Rahman, Md. Waysur (Daffodil International University, 2025-05-14)

  Jute, being one of the most important economic crops in South Asia, is greatly impacted by leaf diseases such as Cercosporin Leaf Spot and Golden Mosaic, which traditional diagnosis tools are not well-equipped to address. ...
• Enhancing Rice Plant Disease Detection: A Classification Approach with Transfer Learning 

  Mishu, Mrinmoy Saha (Daffodil International University, 2025-05-14)

  Rice is the dominant crop of Bangladesh. Yet, every year a large number of crops are affected by the disease. Conventional detection of rice plant disease in the lab is timeconsuming and involves a lot of time. It leads ...
• Exploration of Anemia in Hematology Patients: Using Artificial Intelligence Present and Future Perspective 

  Hasan, Mahamudul (Daffodil International University, 2025-05-14)

  Anemia is a public health disease that reflects the lack of red blood cells or hemoglobin to carry the requisite amount of oxygen to the body, causing weakness, fatigue, and diminished cognition. It is a gigantic public ...
• Analyzing the Effects of Caffeine on Brain Networks Using Spatiotemporal Graph Neural Network 

  Naim, Md. Mehedi Hasan; Islam, Md. Shafiul (Daffodil International University, 2025-05-14)

  Caffeine is recognized for improving cognitive processes including attention and alertness. Yet, its impact on brain connections is still inadequately investigated. This this thesis examines the impact of coffee on brain ...
• Decentralized Patient Healthcare record analysis using Blockchain Technology 

  Rahman, Md. Majedur (Daffodil International University, 2025-05-14)

  The next-generation distributed healthcare platform is presented in this work on patient identity and record management, focusing on privacy, transparency, security, and operational efficiency. At its root, the platform ...

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