Project Report: Recent submissions

  • Adapting Whisper AI for Multilingual Speech-To-Text Conversion in Bangladeshi Ethnic Languages 
    Yeiad, Kabid; Jim, Jannatul Ferdushi (Daffodil International University, 2024-07-24)
    This research shows how a full speech-to-text and translation system was made to turn sounds from five different ethnic languages into Bangla. These languages are Malo, Bawm, Santali, Marma, and Garo. The study looks at ...
  • Pneumonia detection with x-ray images approach with deep learning 
    Arnob, Abid Rayhan; Atika, Maria Akther (Daffodil International University, 2024-07-24)
    This study tries to create a reliable model for detecting pneumonia using chest X-ray images. The work makes use of advanced deep learning architectures such as DenseNet, InceptionV3, ResNet, VGG16, and VGG19, as well ...
  • Rice leaf disease detection using convolutional neural networks 
    Hossain, Md. Sabbir (Daffodil International University, 2024-07-24)
    Rice is one of the major developed crops in Bangladesh which is influenced by different infections at different stages of its cultivation. It is exceptionally troublesome for the farmers to manually identify these ...
  • Music Studio - Elevate Your Musical Talent 
    Mean, Md Minhaz (Daffodil International University, 2024-07-24)
    The “Music Studio - A Web Based Online Music School Application” project is an innovative web-based platform designed to revolutionize online music education by seamlessly connecting students with skilled instructors ...
  • A Machine Learning Approach to Predict Quality of Drinkable Water. 
    Ananta, Fuad Ahmed; Emon, Al-Sabbir-bin-Saifullah (Daffodil International University, 2024-07-24)
    Ensuring access to clean and safe drinking water is vital for both human health and environmental balance. This study focus into the application of computer algorithms to predict the safety of drinking water. The primary ...
  • 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 ...

Search DSpace


Browse

My Account