Faculty of Science and Information Technology: Recent submissions

  • “Pneumonia Detection With Transfer Learning: A Deep Cnn- Based Comparison Of Detection And Segmentation 
    Porag, Al Mohidur Rahman (Daffodil International University, 2024-01-29)
    In pneumonia, the lung tissue undergoes swelling, a condition caused by viral or bacterial infections. This swelling, accompanied by increased lung moisture, results in difficulty in deep breathing. Recognizing these ...
  • Career Portal: A Career Development Web Based Platform” 
    Ahmed, Tofayel (Daffodil International University, 2024-01-29)
    The "Career Portal: A Career Development Web Based Platform" project is a comprehensive online platform designed to facilitate and enhance career development and professional growth for individuals across various domains. ...
  • Automated Detection Leukemia Subtype Classification from Microscopic Images: A Convolutional Neural Network Approach 
    Lubna, Sheikh Bodrun Nesa (Daffodil International University, 2024-01-25)
    Leukemia is a difficult type of blood cancer which can present in a combination of multiple types, that had individual cellular and genetic abnormalities. The prevalent forms of leukemia include Acute lymphocytic leukemia ...
  • RentHub-An Android Based House Rent Project 
    Farouk, Omar Sakib Ibna (Daffodil International University, 2024-01-29)
    The creation of our application, "RentHub," is a response to the markets of the current era, where time is a precious commodity. Intending to be a valuable asset in today's society, RentHub caters to individuals who lack ...
  • Dengue Fever Prediction Using Machine Learning Approaches 
    Suchita, Ishrat (Daffodil International University, 2024-01-29)
    Dengue fever, also a viral infection spread by mosquitoes, is still a major global health concern, impacting millions of people each year. By applying a carefully controlled dataset of 521 entries and 23 variables, this ...
  • Dengue Fever Prediction Using Machine Learning Approaches 
    Suchita, Ishrat (Daffodil International University, 2024-01-29)
    Dengue fever, also a viral infection spread by mosquitoes, is still a major global health concern, impacting millions of people each year. By applying a carefully controlled dataset of 521 entries and 23 variables, this ...
  • Bulkpulses - Ecommerce Website For Pulses Wholesale 
    Nag, Shovon Kumar (Daffodil International University, 2024-02-04)
    The goal of this project is to create an internet store that specializes in selling pulses. The website attempts to give users an easy-to-use and simple way to browse, choose, and buy a large range of pulses from the ...
  • Machine Learning and Deep Learning Approaches to Predict Early Stage of Diabetes 
    Baidya, Sonnet (Daffodil International University, 2024-01-29)
    This study offers a thorough methodology that makes use of a variety of deep learning and machine learning algorithms to predict early stage of diabetes. Recurrent neural networks (RNN), Feedforward Neural Networks (FNN), ...
  • Local Pothole detection using deep learning techniques 
    Tanvir., Md. Rakib (Daffodil International University, 2024-01-29)
    Potholes are surface irregularities on roads that are deeper than 20 mm and extend more than 75 mm horizontally. They can be caused by a number of circumstances, including poor construction, water buildup during the rainy ...
  • Utilizing Novel Convolutional Neural Networks for The Detection of Brain Tumors in MRI Images 
    Ahmed, Md. Tanvir (Daffodil International University, 2024-02-04)
    Embarking on a critical exploration of brain tumor detection, our research delves into the intricacies of this field, acknowledging the vital need for precise diagnostics. Employing custom Convolutional Neural Network ...
  • A Comparative Study Of Lung Cancer Detection Using Deep Transfer Learning With Keras Tuner 
    Datta, Sajeeb (Daffodil International University, 2024-02-04)
    Lung cancer is a type of cancer that begins in the cells of the lungs. It is one of the most common forms of cancer worldwide and is a leading cause of cancer-related deaths. Lung cancer usually develops in the cells ...
  • Predictive Precision: An In-Depth Examination Of Machine Learning Approaches For Heart Attack Prognosis 
    Raj, Md Rakibul Islam (Daffodil International University, 2024-01-29)
    Currently several diseases have become epidemic in Bangladesh, one of them is heart attack. Anyone can suffer a heart attack at any age. Generally, older people and men are more prone to it. However, women are also at ...
  • House Capital Prediction Using Machine Learning in Python 
    Bone, Golam Ahmed (Daffodil International University, 2024-01-29)
    In this work, I explore the use of a machine-learning system to forecast whether the Home will be our asset or Liability after buying it. While there are certainly many factors to consider while buying a home, the house ...
  • Kids Learning Web Application (Kiddy) 
    Haque, Ahmedul (Daffodil International University, 2024-01-22)
    Between the ages of five and twelve, learning is an essential part of a child's development because this is the time when they start to form a sense of self. It is essential to create a positive and engaging learning ...
  • Dengue Outcome Prediction in the Dhaka Region: A Classification Approach Using Demographic and Diagnostic Features 
    Mariya, Mosa.Khadija Akter (Daffodil International University, 2024-01-22)
    The purpose of this study is to predict the course of dengue fever in the Bangladeshi city of Dhaka by using a classification approach that makes use of diagnostic and demographic information. The first machine learning ...
  • Online Pension Management System 
    Biswas, John Protim (Daffodil International University, 2024-01-22)
    The "Online Pension Management System in Bangladesh" presents a comprehensive study of the digitization of pension administration in a rapidly evolving technological landscape. This paper elucidates the critical role of ...
  • Privacy-Preserving Software Systems And User Data Protection In Bangladesh: A Survey-Based Analysis 
    Younus, Toha (Daffodil International University, 2024-01-22)
    The advent of the digital age has brought about numerous opportunities and challenges in terms of data privacy, especially in developing countries like Bangladesh. This research aims to address the limited usage of ...
  • “Lactos World” A Open world Unreal Engine Game. 
    Hasan, MD Sunbir (Daffodil International University, 2024-01-22)
    "Lactos World A Open world Unreal Engine Game." An ambitious open-world game project called Lactos World aims to maximize player interaction and immersion. This ambitious project delivers a gaming experience that goes ...
  • Decentralized Certificate Authentication System 
    Hasan, Md Jafrul (Daffodil International University, 2024-02-22)
    “Decentralized Certificate Authentication System”, a new scheme for verifying the certificates based on blockchain technology. This project ensures higher security, reliability, and efficiency, as it addresses the ...
  • Playwrite - A Note Taking Web Application 
    Sajjad, Saidur Rahman (Daffodil International University, 2024-01-22)
    Commencing with profound gratitude to the Almighty for His divine blessings facilitating the successful completion of my final year project, I express heartfelt appreciation to Mr. A.H.M Shahariar Parvez, Associate ...

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