Project Report: Recent submissions

  • A Computer Vision Approach for Banana Leaf Disease Classification 
    Akash, Anik Dash; Hossain, Md. Iftekhar (Daffodil International University, 2024-07-13)
    This study investigates the potential of computer vision approach for classifying banana leaf diseases - Cordana, Pestalotiopsis, Sigatoka in the context of regional variations. We collected a dataset of banana leaf ...
  • Improving Bangla Hate Speech Detection: An Ensemble Machine Learning Approach 
    Tarafde, Sonjoy Kumar (Daffodil International University, 2024-07-13)
    Hate speech that is spread online often targets individuals on the basis of many parts of their identity, such as their race, ethnicity, gender, sexual orientation, religion, nationality, disability, and other characteristics. ...
  • Emotion Detection From Text Using Machine Learning Approach 
    Al Ahad, Syed Nazil (Daffodil International University, 2024-07-13)
    Emotion detection from text plays a crucial role in various applications, from sentiment analysis on social media to customer feedback analysis in businesses. It is challenging due to the variability and ambiguity of ...
  • Automated Fruits Quality Assessment through Computer Vision and Deep Learning 
    Parvez, Md. Ratul; Rahman, Md. Ashraful (Daffodil International University, 2024-07-13)
    In agricultural field, automation is essential to raising a country's standard of living, economic expansion, and productivity. A large part of a person's diet is made up of fruits, and finding good fruit in the market ...
  • Cyber security awareness for parents and women perspective 
    Chowdhury, Adiba Zaman; Adnan, Farhan (Daffodil International University, 2024-07-24)
    This abstract outlines a comprehensive approach to fostering cybersecurity awareness tailored specifically for parents' and women' in Bangladesh. With the escalating prevalence of cyber threats in the digital age, it has ...
  • Comprehensive AI Solution for Breast Cancer Detection using Deep Learning Approach 
    Bithi, Ieshita Nasrin (Daffodil International University, 2024-07-24)
    The study utilizes deep learning, primarily transfer learning models, to enhance breast cancer diagnosis using ultrasound images. The Breast Ultrasound images (BUI) collection included 780 images classified as benign ...
  • Ekota-A Social Collaboration App 
    Mohaimin, Md. (Daffodil International University, 2024-07-24)
    The ever-growing dominance of screen time has fostered concerns about the decline of genuine human interaction and the negative impact on physical and mental health. EKOTA - A Social Collaboration App, aims to address ...
  • E-Learning Emergence: 
    Rakin, Rubayed Ahmmad (Daffodil International University, 2024-07-13)
    This study explores the growth of e-learning in Bangladesh, analyzing its socioeconomic, environmental, and sustainability implications using survey data. The analysis includes aspects like internet connectivity, device ...
  • Fruit and vegetable Freshness Detection A Deep Learning Solution For A Growing Problem 
    Pasha, Md. Nuruzzman; Tahsin, Tishun (Daffodil International University, 2024-07-13)
    The increasing demand for fresh and nutritious produce has led to a critical need for innovative solutions in the agricultural industry. This project develops a deep learning solution to handle the problem of guaranteeing ...
  • Utilizing deep learning models for accurate classification of authentic real-world images and ai-generated images 
    Rayhan, Abu (Daffodil International University, 2024-07-24)
    In this paper, i present a study focused on effectively classifying images into two categories: real-world images and artificially generated images using deep learning techniques. To achieve this, i first gathered a ...
  • Bangla Music Genre Classification using Deep Learning and Machine Learning Techniques 
    Ope, Khairul Islam; Rahman, Md. Mostafizur (Daffodil International University, 2024-07-24)
    The rapid growth of digital music libraries and the volume of Bangla music has increased the need for efficient and automatic methods to categorize Bangla musical genres. This study provides a thorough examination of the ...
  • Web Based Online Old Book System 
    Hasan, Md. Mahmudul; Bosrin, Mst. Rabeya (Daffodil International University, 2024-07-24)
    We are building an innovative e-commerce platform dedicated to enhancing the book - buying experience in Bangladesh. This online solution caters to users' diverse learning needs by offering a comprehensive range of old ...
  • Online-based scrap management system service (SCRAPWALA) 
    Imran, Md. Azhar Uddin (Daffodil International University, 2024-07-24)
    The Online-Based Scrap Management System Service, or Scrapwala, is a web-based platform designed to facilitate the buying, recycling, and selling various types of scrap. The system provides a convenient and efficient way ...
  • Subidha: 
    Das, Jewel; Dey, Amrita (Daffodil International University, 2024-07-24)
    Service industry has been revolutionized by digital technology by introducing online platforms to facilitate the access to different services. “Subidha” is a web-based platform which we designed as our final year project ...
  • Leafy vegetables identification through image processing with transfer learning methods 
    Rahman, Md.Sadiur (Daffodil International University, 2024-07-24)
    Maintaining a healthy and robust lifestyle necessitates the consumption of nutritious food, with vegetables playing a pivotal role. Among the different types of vegetables, leafy vegetables are one of them which provide ...
  • Development of a Web Based Doctor Appointment System 
    Islam, Md. Rafiul (Daffodil International University, 2024-07-24)
    Online system is a web application system for search doctor. This main objective of myproject “Online doctor appointment system”. This is a system where anyone can createappointment and connect with their required doctor. ...
  • Classification of English Translated Holy Quran & Generating Verses Based on Search Index 
    Hasan, Hadika (Daffodil International University, 2024-07-24)
    The English translation of the Holy Quran serves as an essential guide for spiritual enlightenment and wisdom globally. This research emphasizes the application of advanced deep learning techniques for classifying and ...
  • Classification of English Translated Holy Quran & Generating Verses Based on Search Index 
    Hasan, Hadika (Daffodil International University, 2024-07-24)
    The English translation of the Holy Quran serves as an essential guide for spiritual enlightenment and wisdom globally. This research emphasizes the application of advanced deep learning techniques for classifying and ...
  • Sentiment analysis on pandemic and current global conflicts: 
    Mekail, M.; Sakib, Shareair (Daffodil International University, 2024-07-24)
    Natural disasters, pandemics, and social unrest are examples of crises that persistently endanger our planet and have a profound emotional impact on millions of people worldwide. We face various challenges in Bangladesh, ...
  • Identification of student productivity challenges in Bangladesh: 
    Hasan, Md. Touhidul; Sazid, Md. Tanven Arefin (Daffodil International University, 2024-07-13)
    Natural Language Processing (NLP) approach is adopted in this research to identify the causes of students’ productivity problem in Bangladesh. To the best of the authors’ knowledge, the current study adopted a cross-sectional ...

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