Faculty of Science and Information Technology: Recent submissions

  • Agriman: agricultural management system application 
    Sunve, Sabid Ahmed; Mallick, Partha Pratim (Daffodil International University, 2024-07-13)
    The advent of technology has revolutionized various industries, and agriculture is no exception. In the realm of agricultural innovation, our Android application, named 'AgriMan,' stands as a pioneering Agricultural ...
  • Implementing an efficient image processing technique with deep neural networks for the classification of medicinal herbs 
    Hasan, Md. Mahmudul; Ur Rahman, Nasif (Daffodil International University, 2024-07-15)
    Plants, in all their diversity, represent a valuable contribution from the environment. When illness strikes, whether physical or mental, medicine becomes our primary recourse. Many pharmaceuticals are derived from natural ...
  • Optimizing Vehicle Insurance Processing Through Advanced Deep Learning Models 
    Khan, Sadman Sadik (2024-07-13)
    This paper presents a novel method for predicting insurance claims by utilizing artificial intelligence, specifically a deep learning model within the Convolutional Neural Network (CNN) framework. The purpose is to ...
  • A Smart Waste Management System in Dhaka City Corporation Utilizing IoT Devices 
    Uddin, Sharif (Daffodil International University, 2024-07-15)
    The growing metropolitan area of Bangladesh's Dhaka City highlights the pressing need for creative waste management solutions to deal with the country's growing population densities and related environmental problems. ...
  • Guava leaf disease detection: a powerful approach with vision transformers 
    Doha, Md. Anam Rayad (Daffodil International University, 2024-07-13)
    Guava is one of the most economically important fruits in tropical and subtropical regions like Bangladesh, India, Pakistan and many more. However, its production is significantly impacted by various leaf diseases. In ...
  • Classification of Bangla Book Genres Using Book Cover and Title 
    Hossain, Shahadat (Daffodil International University, 2024-07-13)
    The rapid expansion of e-books and digital libraries has underscored the need for efficient and accurate genre classification systems, particularly for information retrieval, content filtering, and book recommendation ...
  • A Comparison of CNN Architectures Using Transfer Learning to Detect Paddy Leaf Diseases 
    Alvy, Al Imran (2024-07-13)
    I provide a method for real-time detection of Paddy Leaf Disease in my article. Blast, brown spot, and bacterial leaf blight are among the most prevalent diseases that may harm rice plants in my nation. Farmers may be ...
  • Depression prediction among university students using deep learning techniques 
    Shakil, Meheraj Ahammed (Daffodil International University, 2024-07-15)
    Depression is a health disorder which involves the affected individual experiencinglowmood which is the lack of interest or pleasure in usually pleasurable activities or events. It can greatly influence an individual’s ...
  • Early prediction and detection of diabetes mellitus using various machine learning approaches 
    Shopnil, Nafis Rayat (Daffodil International University, 2024-07-13)
    Excess blood glucose levels are indicative of diabetes mellitus (DM), a chronic metabolic disease. Improving patient outcomes and minimizing complications from diabetes need early detection and care of the condition. In ...
  • Cardiovascular disease prediction: a machine learning-based approach 
    Barman, Pranab Chandra (Daffodil International University, 2024-07-13)
    Cardiovascular disease is a common condition that frequently results in deadly consequences, affecting a significant number of people in their middle or later years. Globally, cardiovascular diseases are considered the ...
  • A Review on Cyberbullying Detection Using Machine Learning 
    Jesi, Nilima Rahman (Daffodil International University, 2024-07-15)
    This reveals yet another grave problem: cyberbullying, which is a variety of harmful repeated digital aggression using anonymity and very sophisticated AI machine learning techniques. Cyberbullying is indeed a very common ...
  • Project on Hostel Management System 
    Banik, Amit (Daffodil International University, 2024-07-24)
    As the name suggests “HOSTEL MANAGEMENT SYSTEM” is a program built project for managing different activities in the hostel. For the last several years as we know the number of educational institutions are expanding ...
  • Images-based skin disease recognition using a deep learning approach. 
    Bhuiyan, Md. Sazzadur Rahman (Daffodil International University, 2024-07-24)
    Skin illnesses are common and varied, resulting from a range of causes including viral agents, allergies, bacterial infestations, and fungal infections. Even if advances in medical technology, especially in optics and ...
  • Detecting mango leaf diseases using deep learning: 
    Sarkar, Saurav (Daffodil International University, 2024-07-24)
    Mango leaf diseases suffer from a multiple challenge in diagnosis due to different types of crops, changing agronomic disease indices and several environmental factors that influence them. It is still hard to detect them ...
  • Deep Learning-Based Classification of Bangladeshi Vegetables 
    Rifat, Rahmat Ahmed (Daffodil International University, 2024-07-13)
    Vegetables are an important aspect of daily living for humans and animals, with around ten thousand plant species classified as vegetables globally. Roughly fifty species are economically relevant. Proper identification ...
  • Bangladeshi Shrimp Species Recognition By Deep Convolutional Neural Network 
    Ahmmed, Md. Sujan (Daffodil International University, 2024-07-13)
    Shrimp, the most popular shellfish in Bangladesh, is rich in a variety of nutrients, giving it a great nutritional value. Some examples of such substances include iodine, protein, minerals, and vitamin D. This shellfish ...
  • Predicting Future Change of Seasonal Rainfall and Temperature in Bangaldesh Using Machine Learning Models 
    Tabassum, Nujhat (Daffodil International University, 2024-07-13)
    Understanding the dynamic shifts in rainfall and temperature holds immense significance for countries like Bangladesh grappling with critical climate conditions. Natural disasters such as floods, droughts, and cyclones ...
  • A Transfer Learning-Based Approach Allium Sativum Disease Recognition and Classification 
    Hossain, Md. Ikramul (Daffodil International University, 2024-07-13)
    Allium Sativum is a widely used spice noted for its culinary, medical, and spiritual purposes, including its roles as an antibacterial, anti-thrombotic, and antineoplastic agent. It has been integral to human civilization ...
  • Paradigm of YOLO: 
    Samsuddoha, Md. (Daffodil International University, 2024-07-13)
    Efficient along with precise identification of plant diseases can significantly enhance agricultural productivity and overall crop yield, particularly for lemon trees and their foliage.[24] Algal Leaf Spot, Black spot, ...
  • Vaxcentral: 
    Saki, Husni Ara Kabir; Mandal, Shawon (Daffodil International University, 2024-07-13)
    The project we proposed “VaxCentral '' is a web application which is designedtorevolutionize the vaccination process of our country by using the power of digital technology. With this application we hope for a more ...

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