Faculty of Science and Information Technology: Recent submissions

  • Internship on user interface and user experience (UI/UX) design 
    Akter, Adity (Daffodil International University, 2024-07-24)
    The sister company of Amber Group is Amber IT Software Team. Web development, app development, graphic design, printing, digital marketing, hardware and software solutions are all provided by Amber IT Software Team, an ...
  • Deciphering the impact and evolution of gaming in everyday life: a machine learning centric analysis. 
    Hossen, Md. Tamim (Daffodil International University, 2024-07-15)
    This study explores the complex interrelationships between gaming and everyday life, looking at how these interactions social dynamics, and cognitive capacities. The lines separating reality from virtual experiences have ...
  • Shopping comanion: smart recommendation for your home grocery 
    Ali, Md. Beplob (Daffodil International University, 2024-07-15)
    The paper presents the development of a personalized recommendation system for Beplob Mart, an e-commerce website. The system leverages Matrix Factorization (MF), a collaborative filtering technique, to recommend products ...
  • An advanced convolutional neural network for skin disease detection 
    Shamonti, Shanjana Tanjim; Roy, Anamika (Daffodil International University, 2024-07-15)
    This study refers to an advanced convolutional neural network (CNN) approach for detecting skin diseases, with a focus on distinguishing between cancerous and noncancerous conditions. Using Kaggle's 'Melanoma Skin Cancer ...
  • Design and implementation of web based website: automated portfolio creation 
    Khan, Md. Mursalin; Nihal, Nabir Hossain (Daffodil International University, 2024-07-13)
    Portfolio Builder is a new generation web-application which is aimed at providing effective tools for professional portfolio construction and job search as well as job application. To aid the users in this selection, ...
  • Vehicle Number Plate Detection Using Deep Learning Technique 
    Hossain, Md. Asif; Masba Ur Rahaman, Md. (Daffodil International University, 2024-07-13)
    This paper introduces an Automatic License Plate Detection (ALPD) system, incorporating You Only Look Once version 8 (YOLO v8) for real-time object detection and OpenCV for efficient image processing. With a focus on ...
  • Blockchain Revolution: 
    Saha, Rudro (Daffodil International University, 2024-07-15)
    This study addresses the use of blockchain technology to enhance the pharmaceutical supply chain in Bangladesh, handling significant challenges including product quality and fake medicines. The analysis of the literature ...
  • Grocery E-Commerce Website: Mj-Kachabazar 
    Limon, Md. Mehedi Hasan (Daffodil International University, 2024-07-13)
    The e-commerce platform www. mj-kachabazar.com Doing other necessary products and as re-connecting the district of Manikganj with the basic and easy means of shopping with the platform of https://www.mjkachabazar.com ...
  • Lrmc-deeplabv3+: multiclass leaf disease semantic segmentation based on an improved deeplabv3+ network 
    Onti, Nausin Shadia; Mim, Tabassum Islam (Daffodil International University, 2024-07-13)
    The accurate and efficient segmentation of plant diseases is the key to sustaining plant growth quality and identifying disease severity. Unfortunately, many current plant disease segmentation techniques frequently fall ...
  • LRMC-DeepLabV3+: Multiclass Leaf Disease Semantic Segmentation Based On An Improved DeepLabV3+ Network 
    Mim, Tabassum Islam; Onti, Nausin Shadia (Daffodil International University, 2024-07-13)
    The accurate and efficient segmentation of plant diseases is the key to sustaining plant growth quality and identifying disease severity. Unfortunately, many current plant disease segmentation techniques frequently fall ...
  • Identification of Medicinal Plants Using Deep Transfer Learning 
    Baral, Saurav; Saha, Shithi Rani (Daffodil International University, 2024-07-13)
    This thesis explores the identification of medicinal plants in Bangladesh through images of plant leaves using deep transfer learning. The primary aim of the study was to find the best and less time-consuming procedure, ...
  • A proposed deep learning architecture for detecting dragon fruit disease 
    Alam, Mahbub; Rahman, Shazedur (Daffodil International University, 2024-07-14)
    Diseases have remained as one of the major issues affecting dragon fruit production due to its susceptibility to infections. The framework of this research work is the use of a deep learning technique for an assessment ...
  • Alzheimer Disease Detection from MRI Images using Deep Learning Techniques 
    Ali, Mohammad Yusuf; Ryan, Md Abu (Daffodil International University, 2024-07-14)
    The early detection of Alzheimer’s disease (AD) is crucial for effective interventionand management. This study explores the application of deep learning techniques toclassify MRI images into three categories: mild demented, ...
  • AI-Driven Bone Fracture Detection: Leveraging Image Processing and Machine Learning on X-ray Images 
    Emon, Mir Md. Asif Jahan; Tisha, Esrat Jahan (Daffodil International University, 2024-07-14)
    This study, titled "AI-Driven Bone Fracture Detection: Leveraging Image Processing and Machine Learning on X-ray Images," embarks on enhancing the accuracy and efficiency of diagnosing bone fractures using advanced AI ...
  • A Web Based Library Management System 
    Chinmoy, Debabrata Roy (Daffodil International University, 2024-07-14)
    The library management system project represents a technological innovation aimed at optimizing the management of educational resources within academic institutions. Developed using the MERN stack, the system offers a ...
  • SqueezeNet Based Classification for Drone vs Bird for Enhanced Recognition 
    Karim, Anowar; Faruk, Md. Omor (Daffodil International University, 2024-07-13)
    Drone growth in recent years has brought up a number of opportunities as well as challenges in a number of sectors, including aviation safety, security, and animal protection. Accurately identifying and classifying drones ...
  • The impact of digital technology addiction on mental health and well-being 
    Raihan, Md. Mahmudul Hasan (Daffodil International University, 2024-07-15)
    Addiction to digital technology has become a major issue in modern culture, affecting mental health and wellbeing in a variety of intricate ways. On the one hand, excessive screen time and technology use can cause a ...
  • Improving Bengali text analysis through convolutional neural networks 
    Sakib, Md. Sadman (Daffodil International University, 2024-07-13)
    Speech categorization is essential for applications like speech recognition and emotionanalysis. Despite the proven effectiveness of Convolutional Neural Networks (CNNs) inspeech categorization, limited research has focused ...
  • An advanced deep learning approach for detecting dragon fruit disease 
    Kushol, Md. Ariful Islam; Remu, Tanjila Akter (Daffodil International University, 2024-07-13)
    This area of cultivation is however faced with daunting challenges as the plants are prone to diseases that affect its health and production. To this end, we put forward an improved deep learning model for diagnosing ...
  • E-Commerce in the next era of developing Bangladesh. Consumer's Perception and Challenges 
    Sakib, Kamrul Islam (Daffodil International University, 2024-07-15)
    There is a great potential for the growth of e-commerce in Bangladesh due to the growth in internet connectivity and usage. Knowledge and solving the issues related to consumer concern are necessary to maximize the benefit ...

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