DIU Institutional Repository: Recent submissions

  • Detection of Cotton Leaf Diseases Using Transfer Learning Techniques 
    Khan, Hafiz Ahmed (Daffodil International University, 2025-01-13)
    Cotton crop is among the leading source of income globally through its production is harmed by many diseases which attack the leaves. Identification of these diseases is a tedious, cumbersome, and prone to a lot of errors ...
  • Classification of Okra Leaf Diseases Using Machine Learning 
    Ahmed, Md. Mahfuz (Daffodil International University, 2025-01-12)
    In precision agriculture, machine learning models are increasingly revolutionizing disease detection and management for crops. Recent advances in computer vision, particularly Vision Transformer (VIT) architectures, have ...
  • Library Management System 
    Lata, Tanjila Hafsa (Daffodil International University, 2025-01-13)
    The Library Management System modernizes the automation of conventional library operations. This thesis focuses on the creation and development of a learning management system (LMS) platform that satisfies the needs of ...
  • Rose Color Detection for Blind People's using Deep Learning 
    Mandal, Sajeeb (2025-01-13)
    This thesis presents the development of a mobile app-based solution for rose color detection designed specifically for visually impaired individuals. The solution leverages advanced Vision Transformer (ViT) architectures, ...
  • Comparison of Breast Cancer Prediction Using Machine Learning 
    Hasan, Md. Mehedi (Daffodil International University, 2025-01-12)
    Recent times, breast cancer has seen a concerning rise, affecting a significant proportion of women. To tackle this pressing issue, extensive research efforts have been dedicated to devising effective methodologies for ...
  • Comparison of Breast Cancer Prediction using Machine Learning 
    Hasan, Md. Mehedi (Daffodil International University, 2025-01-13)
    Recent times, breast cancer has seen a concerning rise, affecting a significant proportion of women. To tackle this pressing issue, extensive research efforts have been dedicated to devising effective methodologies for ...
  • A Customizable E-commerce Platform Tailored for Seamless User Experiences Using the MERN Stack. 
    Rahim, Md. Abdur (Daffodil International University, 2025-01-13)
    This project showcases a modern E-commerce platform built using the MERN stack (MongoDB, Express.js, React.js, Node.js), designed to deliver a seamless online shopping experience for users and comprehensive management ...
  • Optical Character Recognition (OCR) Using Tesseract.js 
    Miah, Md. Parvej (Daffodil International University, 2025-01-13)
    This project focuses on developing a web-based optical character recognition (OCR) system using Tesseract.js, a JavaScript library that allows extracting text from images in both client-side and server-side environments. ...
  • Snake Gourd Leaf Disease Detection Using Deep Learning 
    Nishat, Md Rifat Uddin; Setu, Sadia Afrin (Daffodil International University, 2025-01-12)
    This study explores a novel approach to identifying diseases in snake gourd leaves using advanced deep-learning techniques. The research focuses on five specific leaf conditions: Healthy, Powdery Mildew, Downy Mildew, ...
  • Implementing Blockchain for Enhancing Cloud Security 
    Shanto, Mushfiqur Rahman; Sakib, Muktadir Khan; Morshed, Nishat (Daffodil International University, 2025-08-30)
    As digital data continues to grow rapidly across sectors, ensuring its integrity and authenticity presents a critical challenge—particularly in centralized cloud storage systems, which are vulnerable to unauthorized access, ...
  • Effects of wax -winding on sweater knitting 
    Hossain, Md. Sabbir (Daffodil International University, 2025-07-05)
    This paper presents the concepts of a Textile Yarn Unwinding and Winding System for application in the textile industry. Considering that textile industry market is constantly growing, this work aims to develop a system ...
  • A Deep Learning Framework for Precision Plant Nutrient Status on Different Crops 
    Das, Aprantar; Mia, Md Hasan (Daffodil International University, 2025-01-12)
    Plant nutrient deficiencies can significantly impact agricultural productivity and crop quality, posing challenges for farmers in identifying and addressing these issues early. This project focuses on deep learning ...
  • Study on the quality report on Knit and Woven(denim) fabric 
    Rahman, Md Obaydur; Rahman, Md. Hafizur (Daffodil International University, 2025-01-23)
    We worked with knit and woven fabrics where we collected data on their production faults and analyzed it, through which we were able to find out the percentage of those faults. From this data analysis we found Knit fabric ...
  • Study on Sample Development Procedure for Knit Items 
    Datta, Joy (Daffodil International University, 2025-01-08)
    The Ready-Made Garment (RMG) sector is the cornerstone of Bangladesh's economy and a key driver of its development. In the Ready-Made Garment (RMG) sector, the sample creation process is essential to achieving customer ...
  • Blood Cancer Diagnosis using Deep Learning: Enhancing Accuracy in Leukemia Detection 
    Sultana, Sabbira (Daffodil International University, 2025-01-13)
    Blood problems are frequently discovered by visual inspection under a microscope. It might help classify a number of blood-related disorders in order to facilitate the identification of different leukemia conditions. ...
  • Dyeing of Cellulosic Materials (Cotton and Jute) with Natural Dye Extracted from Onion Skin Using Different Mordants 
    Roy, Sujon (Daffodil International University, 2025-01-28)
    Natural dyes derived from onion skins have gained attention for their eco-friendly properties and potential applications in textile dyeing. This study explores the dyeing of cellulosic materials, specifically cotton and ...
  • An Innovative Smart Parking system 
    Faysal, Md Minhajul Abedin (Daffodil International University, 2025-01-13)
    Complete details of my concept, "An Innovative Smart Parking system," may be obtained in the accompanying results. This paper goes into great detail on the processes that helped transform the plan into a working website. ...
  • Automated Histopathologic Oral Cancer Detection using Deep Learning for Early Diagnosis 
    Hasan, Abid; Karmakar, Ashis Kumar (Daffodil International University, 2025-01-12)
    An Innovative way to solve the very important problem in the world of early diagnosis is to use deep learning to automate the histopathologic discovery of oral cancer. The death rate goes up a lot when oral cancer is ...
  • RNN-Based Weather Forecast Prediction: A Modern Approach 
    Rahman, Mahmudur (Daffodil International University, 2025-01-13)
    Accurate weather forecasting is vital for resource planning, disaster management, and informed decision-making. This study leverages deep learning techniques, including Long Short-Term Memory (LSTM), Gated Recurrent Units ...
  • Deep Learning Approaches For Analyzing Microscopic Peripheral Blood Cell Images. 
    Rahik, Rafikul Ahsan; Kulsum, Umme (Daffodil International University, 2025-01-12)
    The diagnosis of numerous hematological disorders depends on the precise and effective classification of peripheral blood cells. However, in high-throughput or resource-constrained contexts, the manual evaluation of ...

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