Project Report: Recent submissions

  • Polarity Detection of Top IPL Players' Tweets Using BERT and SVM based on tweets 
    Hemel, Sheikh Nazmus Shakib (Daffodil International University, 2024-07-24)
    Sentiment analysis represents a fundamental component of natural language processing, playing a pivotal role in understanding user sentiments and public opinion across diverse domains. This research undertakes a comparative ...
  • Bangladeshi jujube leaf disease classification using deep learning techniques 
    Hasan, Md. Sazid; Ahmed, Jobaer (2024-07-24)
    This paper explores the use of deep learning algorithms in identifying diseases affecting Bangladesh jujube leaves, with the goal of improving crop yields and yields’ management. A dataset comprising 2400 images was ...
  • Social Media-Based Education Platform: ‘TIE-UP DIU 
    Chowdhury, Md. Muaj (Daffodil International University, 2024-07-24)
    The necessity of robust communication platforms within educational communities has become increasingly important in an era marked by the rapid advancement of technology and the evolution of professional landscapes. An ...
  • Machine Learning for Diabetes Forecasting 
    Hossain, MD. Abir (Daffodil International University, 2024-07-08)
    The medical industry and machine learning now have a stronger connection because to technological advancements. This work uses machine learning to forecast the prevalence of diabetes, a worldwide illness. Predicting the ...
  • A web based smart management system for DIU Blood Bank 
    Fahim, Azizul Hakim (Daffodil International University, 2024-07-08)
    The Blood Bank website is a comprehensive platform created with React, Node.js, Tailwind CSS, MongoDB, and JavaScript. It serves as a single hub for managing blood donations, managing members, and other related tasks. ...
  • Using Image Processing and Transfer Learning Approaches for Local Vegetable Freshness Classification 
    Sarker, Shahriar; Diba, Umme Zebunnesa (Daffodil International University, 2024-07-14)
    This project makes use of image processing and transfer learning techniques for local vegetable freshness prediction. In an automatic freshness assessment process is proposed where advanced image processing techniques ...
  • Optimizing Sentiment Classification in Bangla Texts Using Ensemble Models and LSTM Networks 
    Ullah, Md. Neamoth (Daffodil International University, 2024-07-14)
    Sentiment analysis is a way where huge amount of data can be categorized into different sentiments, emotions, attitudes or opinions. Using sentiment analysis, public views are collected can be given prediction of the ...
  • Optimizing household waste sorting through iterative learning using: YOLOv5 and YOLOv7 
    Dipu, Jihad Khan; Tusar, Mehedi Hasan (Daffodil International University, 2024-07-14)
    Efficient home trash management is crucial for sustainable urban living, particularlyin densely populated areas like Dhaka City, Bangladesh. This thesis exploresoptimizing garbage sorting processes using iterative learning ...
  • Drowsiness Detection in live Camera Using Machine Learning 
    Hossain, Borhan (Daffodil International University, 2024-07-14)
    The prevalence of accidents caused by driver drowsiness is a significant and pressing issue in today's society. Despite the existence of various drowsiness detection systems, the high incidence of such accidents indicates ...
  • “GarbageMan” – A Mobile Application for Collecting Garbage 
    Alam, Foysal (Daffodil International University, 2024-07-13)
    The "Garbage Man" project aims to revolutionize waste management practices through a comprehensive digital platform designed to connect customers and collectors efficiently and sustainably. Leveraging Node.js for ...
  • Deep Learning Based Classification Using Bangladeshi Medicinal Leaves 
    Hossain, Md. Asik (Daffodil International University, 2024-07-13)
    Medicinal leaves are traditionally widely used in Bangladesh. Which plays a vital role in protecting the health of the human body. Bangladesh is a country where we find many plant species and each plant has its medicinal ...
  • Bangladeshi Airlines Customer Review Analysis Using ML Boosting and Hybrid Techniques 
    Orpa, Jannatul Ferdous (Daffodil International University, 2024-07-14)
    Airlines must understand customer feelings and preferences to stay competitive and successful in today's dynamic and fiercely competitive airline market. Customer reviews provide extensive information about passengers' ...
  • Disease Detection on Plant Leaves Using Deep Learning 
    Samir, Md. Ashrafi Hossain (Daffodil International University, 2024-07-13)
    Diseases in plants present severe threats to food production across the world since they have a direct impact on agricultural production. In this study, deep learning solutions are sought to overcome the challenges of ...
  • Sentiment Analysis Using Different Machine Learning Techniques on Social Media for Detecting Suicidal Tendency 
    Shawon, Shaiful Islam (Daffodil International University, 2024-07-01)
    Suicide is a major problem in latest civilization. Previously diagnosis and reduction of suicide tries are crucial for saving people's lives. Suicidal thoughts can be detected using clinical approaches involving social ...
  • Tour & Travel Booking System 
    Ali, Md Sojib (Daffodil International University, 2024-07-13)
    I made a website for managing tourism using HTML, CSS, PHP and MySQL. The website is for two kinds of person: admins and regular users. When users log in, they can use a strong system with an easy-to-use layout. They can ...
  • Safety Souls: Android Application for Emergency Response System 
    Shuvo, Shahid Shahriar (Daffodil International University, 2024-07-13)
    In today's fast-paced world, timely and efficient emergency response can make the difference between life and death. This project presents the development of an Android application designed to improve emergency response ...
  • FruitChain: Blockchain Integration For Fruit Trace 
    Munna, Mahadi Hasan (Daffodil International University, 2024-07-13)
    "FruitChain: Blockchain Integration For Fruit Trace" is an innovative platform designed to reform the fruit industry through the integration of blockchain technology. The application is developed using Python Django. ...
  • Battling Counterfeits: Cutting-Edge Solutions for Bangladeshi Currency Security 
    Hossain, Mehrab; Rahman, Md. Mizanur (Daffodil International University, 2024-07-13)
    Counterfeit currency is a major threat to the economic integrity and security of Bangladesh, particularly with regard to high-denomination notes, including 500 and 1000 taka bills. The current study sought to achieve an ...
  • An IoT Based Air Pollution Monitoring System 
    Joy, Fayaz Alam (Daffodil International University, 2024-07-13)
    The Air Pollution Monitoring Forecasting System project aims to develop a comprehensive system for air quality management through innovative sensor technology, data analysis, and AI techniques. It combines multi-sensor ...
  • Employing a Convolutional Neural Network Technique to Identify Plant Diseases through Machine Learning 
    Alam, Rabiul (Daffodil International University, 2023-07-15)
    The agriculture industry is essential to both economic growth and food security. However, farmers face enormous obstacles as a result of the antiquated and ineffective management of plant diseases in agriculture, ...

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