Faculty of Science and Information Technology: Recent submissions

  • Suggesting playlist and playing preferred music based on emotion from facial expression 
    Asha, Mst. Lima Akter (Daffodil International University, 2024-01-25)
    Facial expression is a powerful indicator of human emotion and plays a crucial role in interpersonal communication. The mood of a person or his intention can be analyzed by detecting his expression. Automatic machine-based ...
  • A deep-learning-based real-time object detection technique in railway transportation 
    Molla, Md Sojib (Daffodil International University, 2024-01-22)
    In computer vision, object detection is the process of finding or identifying things in pictures or videos. It provides a quick and effective method for classifying objects. Its extensive applications in object recognition, ...
  • Revolutionizing vegetable quality assessment: a comparative study through image processing and transfer learning 
    Ave, Abida Sultana (2024-01-22)
    In the realm of vegetable quality assessment, this study presents a meticulous exploration into the classification of freshness states, employing advanced image processing and transfer learning techniques on a bespoke ...
  • A web based Bangladesh nearest on spot car services 
    Munmun, Sabekunnahar (Daffodil International University, 2024-01-24)
    Generally, we go out in pursuit of life and livelihood. We have a goal and a destination. And we use a vehicle to reach our destination on time. Many time it is seen that the vehicle breaks down on the way. It is not ...
  • DIU question bank android application 
    Shah, Md Shiam (Daffodil International University, 2024-01-22)
    The DIU (Daffodil International University) Question Bank app offers a comprehensive platform for students to enhance their academic preparation and excel in their studies. With a meticulous curation of questions spanning ...
  • A Novel explainable ai-based approach: early-stage thyroid disease classification 
    Nizhum, Md. (Daffodil International University, 2024-01-22)
    As of the most current information, thyroid illnesses remain widespread on a worldwide scale. The rate of hypothyroidism among Americans is around 4.6%, with a higher incidence seen in women and older individuals. ...
  • Breast Tumor detection using deep learning 
    Atikuzzaman, Md. (Daffodil International University, 2024-01-25)
    Finding tumor areas on breast ultrasonography pictures has long been a fascinating subject. The complex architecture of breast and the presence of noise in ultrasound images sometimes make it impossible for traditional ...
  • Bengali news clustering using k-means clustering based on LSA 
    Zilani, Rashedul Alam (Daffodil International University, 2024-01-25)
    Effective information retrieval and organization have become increasingly important, especially in contexts involving diverse cultural backgrounds, as the continued growth of digital content has demonstrated. The subject ...
  • Skin disease classification using deep learning 
    Remel, Mahinoor Islam (Daffodil International University, 2024-01-24)
    This study presents an in-depth study of the development of Skin Disease Classification using Deep Learning. The dataset was carefully selected to ensure that it was representative of the skin Disease of various kinds: ...
  • Plant leaf disease detection using deep learning algorithms 
    Labib, Raunak Muhtasim (Daffodil International University, 2024-01-25)
    In the agricultural landscape of Bangladesh, where farming plays a crucial role in the country's economy, the well-being of plants is vital for ensuring food security. The process of photosynthesis, occurring in the ...
  • An advanced deep learning approach for predicting liver cirrhosis 
    Sohag, Sohanur Rahman (Daffodil International University, 2024-01-26)
    This study provides an advanced deep learning method for predicting liver cirrhosis using a Kaggle dataset of 615 entries with a target attribute "Liver Cirrhosis Status" that classifies answers as 'Yes' (75 cases) or ...
  • Automated trash detection system using image processing 
    Yeakub, Md (Daffodil International University, 2024-01-25)
    In this modern world any type of detection is an important task. The reason is that in this 20th century anything can be easily found through detection. Among the several types of identification, trash detection is one ...
  • Blockchain security assessment : a review base assessment 
    Asraful, Md. (Daffodil International University, 2024-01-25)
    Blockchain technology, distinguished by its decentralized and irreversible design, has gained rapid adoption across sectors, offering heightened security and transparency. Despite its promises, the rising usage of ...
  • Thesis on Lung and Colon Cancer prediction and detection using deep learning 
    Dibosh, Arnob Ghosh (Daffodil International University, 2024-01-25)
    Classification of medical images is essential to the diagnosis of many diseases. This paper presents a thorough analysis of multimodal deep learning fusion methods for problems involving the classification of medical ...
  • Dengue fever anticipation: insights from advanced ml and deep learning models 
    Siam, A. K. M Fazlul Kobir (Daffodil International University, 2024-01-25)
    Recently, there has been a significant increase in the prevalence of physical illnesses, including dengue disease, drawing considerable attention due to its impact on a large population. The severity of the illness can ...
  • Development of a website named Sports Camp 
    Hasan, Md. Nahid; Fahem, Faysal Hossain (Daffodil International University, 2024-01-25)
    Sports camp based web application could be a comprehensive and user-friendly online platform outlined to streamline and upgrade the method of planning and overseeing sport arrangements. The framework points to progress ...
  • Implementation of Bloom's Taxonomy for Academic Evaluation 
    Himel, Fahim Hasan (Daffodil International University, 2024-01-25)
    Aim of this project is to implement Bloom’s Taxonomy model on academic evaluation system. Academic evaluation measures the performance of students. It is actually the outcome of a student’s learning. It’s a traditional ...
  • Virtual Visiting Card 
    Rahaman, Israth (Daffodil International University, 2024-01-25)
    This web-based project “Virtual visiting card” describes about the creation of an inventive way to transform the conventional exchange of contact or personal details into a virtual visiting card. In order to promote ...
  • Web-Based system for Private University Admission 
    Hadi, Saif Abdullah (Daffodil International University, 2024-01-25)
    In today's Bangladesh, everyone likes to Take Higher education in Various Subjects. We start workingwith those who have completed their HSC Exam and are Building careers. As we have seen, a university admission candidate ...
  • Leveraging Algorithms for depression detection in natural language processing 
    Hasan, Nazmul (Daffodil International University, 2024-01-25)
    This research presents a comprehensive exploration of depression identification methodologies, employing a diverse array of classification algorithms, including Logistic Regression, Random Forest, Gradient Boosting, ...

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