DIU Institutional Repository: Recent submissions

  • Wood Type Classification Using Deep Learning Approach 
    Hoque, Mazharul; Pavel, Md. Rashedul Islam (Daffodil International University, 2024-07-24)
    This research investigates the efficacy of various deep learning models for wood type classification, employing a dataset comprising 2011 images across five distinct wood classes. Six state-of-the-art architectures, ...
  • Wood Type Classification Using Deep Learning Approach 
    Hoque, Mazharul; Pavel, Md. Rashedul Islam (Daffodil International University, 2024-07-13)
    This research investigates the efficacy of various deep learning models for wood type classification, employing a dataset comprising 2011 images across five distinct wood classes. Six state-of-the-art architectures, ...
  • Design and Development of a web application named InternBD: 
    Abir, Md Saidul Islam (Daffodil International University, 2024-07-24)
    A cutting-edge web-based platform called InternBD aims to completely transform Bangladesh's internship market. InternBD, which is committed to helping young professionals, graduates, and students advance professionally, ...
  • Predictive modeling for early detection of diabetes using machine learning techniques. 
    Sagor, Mahmudul Hasan (Daffodil International University, 2024-07-13)
    Diabetes is a prevalent chronic disease with significant health implications worldwide. It is usually prolonged in a patient for their entire vitality. Early detection and intervention are vital for successfully managing ...
  • Dried fish variant classification using deep learning techniques 
    Israt, Bibi Marjan (Daffodil International University, 2024-07-13)
    This study describes a deep learning-based approach for digital classification of dried fish variants, which addresses an essential need in the food industry. With the increasing need for effective and precise methods ...
  • Analyze the adaption of organic fertilizer in aquaculture by using embedded technology approaches 
    Moly, Jannatul Ferdus; Ovik, Rofidul Hasan (Daffodil International University, 2024-07-13)
    The Paper titled “Analyzing the adaption of organic fertilizer in aquaculture by using embedded technology” is a comprehensive review that delves into the transformative role of machine learning and IoT in Aquaculture. ...
  • Performance Improvement of Speech Emotion Recognition in Bengali Language Using Deep Learning and BLSTM Networks. 
    Mia, Md Shumon (Daffodil International University, 2024-07-13)
    Speech Emotion Recognition (SER) is a new field in artificial intelligence (AI) and Bengali signal processing that has the potential to improve targeted user interactions and enable more positive interactions with smart ...
  • BHARATE: an Android application for renting house 
    Rabbi, Md. Minhajul Islam (Daffodil International University, 2024-07-13)
    The "Bharate" app, created with Flutter, introduces an extensive feature set that transforms the house rental experience. By giving thorough descriptions of the rooms that are offered together with the related pricing, ...
  • Poribar - mobile based community application 
    Biswas, Md. Imran (Daffodil International University, 2024-07-24)
    PORIBAR is a Mobile Base Community Application. The app is a project to unite a community on one platform. If an organization wants to keep track of all their employees from where they joined their organization, then ...
  • Grape Leafs Disease Detection Using Customized CNN Model 
    Sakib, Nazmus (Daffodil International University, 2024-07-13)
    This study looks at the diagnosis of grape leaf illnesses using a Kaggle dataset that is categorized into four categories: "esca," "black rot," "healthy," and "leaf blight." The study introduces a brand-new illness ...
  • My travel - web web-based travel management system 
    Roy, Bibhu (Daffodil International University, 2024-07-13)
    The user-friendly Web-based travel management system (TMS) "MyTravel" was created with three main stakeholders in mind: system administrators, organizers, and customers all of whom want to travel more easily and more ...
  • Detection of bone fracture based on x-ray image using deep learning approach 
    Sani, Jahid Sizan (Daffodil International University, 2024-07-13)
    A well-established paradigm exists for fracture identification in medical imaging. Computer- assisted diagnostic systems (CAD) are used by many physicians and other health care providers nowadays to help them detect a ...
  • Bangladeshi Road Traffic Sign Detection And Navigation Using Deep Learning 
    Komol, Tawhid Ahmed (Daffodil International University, 2024-07-13)
    Bangladeshi road traffic sign detection is a must for enhancing road safety and aiding autonomous driving systems by accurately identifying and interpreting local traffic signs. This work focuses on the development of ...
  • Analysis of Skin Cancer feature pattern using GNN incorporating a Novel segmentation method. 
    Akter, Morium (Daffodil International University, 2024-07-13)
    This study presents a comprehensive approach for the classification of skin lesions into benign and malignant categories using a combination of k-means clustering segmentation and advanced computational models. The ...
  • Smart Retail Using Customer Loyalty & E-Invoice 
    Nafir, Md. Nattachiuj Jaman (Daffodil International University, 2024-07-13)
    As the retail landscape undergoes a paradigm shift towards digitalization and enhanced customer experiences, integrating customer loyalty programs and e-invoices into retail environments has become essential. This research ...
  • Enhancing Rice Pest Classification Through Machine Learning and Deep Learning Techniques 
    Akanda, Shawkat Uddin (Daffodil International University, 2024-07-13)
    The production of rice is essential to the world's food security, yet pests provide a constant danger and can result in large productivity losses. For efficient pest management techniques, rice pests must be identified ...
  • Smart Question Bank and Exam Model for Future Career Assesment 
    Fahim, Farjanur Rahman (Daffodil International University, 2024-07-13)
    This project study utilized A Smart question bank and exam model for future career assessment. The goal of this study is to improve future professional assessments through the creation and application of an online smart ...
  • Predictive Analysis of Temperature-Related Challenges in Bangladesh: 
    Hasan, Md Akil; Rahman, Md. Mostafizur (Daffodil International University, 2024-07-24)
    We are writing a paper based on the temperature in Bangladesh. Where we are working on a dataset from (2000-2022) that spans 23 years. We collected the data from NASA’s website(power data access viewer) [31] to help us ...
  • Exploring Deep Learning Architecture For Complex Hand Sign Language 
    Islam, Gazi Rashidul (Daffodil International University, 2024-07-13)
    This research paper describes how advanced deep learning methods were used to create a system that can recognise Bangla Sign Language (BSL). The goal of the project is to help the deaf people who speak Bangla communicate ...
  • Detecting Handwritten Bengali Mathematical Expressions Using Neural Networks 
    Ahsan, Md. Monjurul; Ahmad, Ishan (Daffodil International University, 2024-07-13)
    The problem of handwritten numerical expression recognition in languages such as Bengali is not well studied in machine learning, even though research on handwritten equations is well known. This work presents a thorough ...

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