Project Report: Recent submissions

  • YOLO Based Real-time Bangladeshi Vehicle License Plate Identification 
    Faysal, Md. Tarakuzzaman (Daffodil International University, 2024-07-13)
    (ALPR) Automatic License Plate identification plays a crucial role in traffic management, security applications, tools collection and various aspects of modern life. Every country has their own unique license plate model. ...
  • Enhancing mobile security through threat detection and classification of malware using machine learning algorithm 
    Khan, Md. Safiatul Islam; Sami, Md. Abu Saleh (Daffodil International University, 2024-07-13)
    Malware, short for malicious software, is designed to disrupt the normal operation of a computer or mobile device, acquire confidential information, and fraudulently gain access to secure computer networks. With mobile ...
  • Different Leaf Disease Detection by Deep Learning Approach 
    Fariha, Fawziyah Akhter (Daffodil International University, 2024-07-13)
    The use of deep learning techniques to identify common leaf diseases in different crop species is the main focus of this study, which makes use of a dataset of 10,000 unprocessed mobile phone photos. The study encompasses ...
  • Avocado Leaf Disease Detection Using Deep Learning 
    Hossain, Ali (Daffodil International University, 2024-07-13)
    Avocado is a food crop of the tropical and sub-tropical zone scientifically known as Persea americana due to its creamy texture and health-enhancing fats. Detecting diseases in avocado leaves is essential for maintaining ...
  • Deep Learning-Based Plant Recognition in Bangladesh 
    Sajid, Farhan; Sujon, Md. Salim Reza (Daffodil International University, 2024-07-14)
    Recognizing plant species from leaves is difficult due to the vast number of species, making identification challenging. Manual identification is quite a tedious and slow process. Thus, the automation of this process is ...
  • Leveraging Deep Learning For Ovarian Cancer Classification Using Image Data 
    Adnan, Gazi; Md. Tanvir Mahmud, Md. Tanvir (Daffodil International University, 2024-07-13)
    Ovarian cancer presents a significant challenge to global healthcare, demanding accurate diagnosis and specialized treatment plans. Leveraging advancements in deep learning, particularly in medical imaging, offers a ...
  • Analysis of the impact of E-Commerce in Bangladesh 
    Rayhan, Shahed (Daffodil International University, 2024-07-14)
    At the time, This E-Commerce Website has a new Development layer of Bangladeshi Market place. This is the new way for opportunities in Consumer and Customer in our Country. So that, Market place is very easy way to both ...
  • Effective Polycystic Ovary Syndrome (PCOS) Classification with Machine Learning and Optimized Feature Selection 
    Meem, Sadia Jerin (Daffodil International University, 2024-07-14)
    Polycystic Ovary Syndrome (PCOS) is a prevalent endocrine disorder affecting women of reproductive age, necessitating accurate prediction and diagnosis for effective patient care and personalized treatment. Despite ...
  • Cauliflower Disease Detection Using a Deep Learning Approach 
    Aman, A.Z.M Amanullah (Daffodil International University, 2024-07-13)
    Cauliflower, a significant crop in global agriculture, is susceptible to various diseases that can severely impact yield and quality. Accurate detection and classification of the diseases are crucial for effective crop ...
  • EDNET-20: 
    Rashid, Mohammad Riadur (Daffodil International University, 2024-07-14)
    In order to optimize clinical management and treatment, it is crucial to accurately diagnose and classify eye diseases. The significant increase in the occurrence of eye diseases and the frequency of visual impairment ...
  • Cricket shot analysis using machine learning 
    Mahmud, Shahriar (Daffodil International University, 2024-07-13)
    Cricket, being one of the most popular sports globally, relies heavily on the skills and techniques of players. With the advent of technology, there is a growing interest in leveraging machine learning techniques to ...
  • A Study of Ocular Disease Cataract Recognition Using Deep Learning Approach 
    Al Kaosar, Md. Abdullah (Daffodil International University, 2024-07-13)
    Deep learning models have exhibited great potential in medical imaging, especially in the automated identification of eye disorders utilizing fundus pictures. This project intends of eye illness diagnosis.This research ...
  • A Study of Ocular Disease Cataract Recognition Using Deep Learning Approach 
    Al Kaosar, Md. Abdullah (Daffodil International University, 2024-07-13)
    Deep learning models have exhibited great potential in medical imaging, especially in the automated identification of eye disorders utilizing fundus pictures. This project intends of eye illness diagnosis.This research ...
  • An Advance Deep Learning Approach For Rice Leaf Disease Classification 
    Saifullah, Muhammd (Daffodil International University, 2024-07-13)
    Feeding the people and preventing the spread of diseases among crops depend on the early diagnosis of diseases in agricultural crops. This paper employs transfer learning to automate the classification of rice leaf ...
  • Image processing-based transfer learning approach for classification of vegetable seeds of Bangladesh. 
    Shahriar, Md. Atique (Daffodil International University, 2024-07-24)
    Research on the agriculture sector has increased within the past few years. This study focuses on developing a transfer learning-based approach to improve vegetable seed recognition and verification, addressing the crucial ...
  • Renter – web based rental housing platform 
    Hosen, Amzad (Daffodil International University, 2024-07-24)
    Renter" revolutionizes the rental market with its intuitive platform designed to seamlessly connect landlords and tenants, catering to both families and bachelors. Landlords can effortlessly list their properties, complete ...
  • Multi-label Emotions Bangla Text Classification 
    Ahmed, Md. Sajib; Adib, Azmain Huda (Daffodil International University, 2024-07-13)
    Emotion recognition in text is a challenging task, especially in languages with complex syntax and semantics such as the Bengali language. This paper presents a novel approach for multi-label emotions in Bangla text ...
  • Dream Dwell Ventures - A Real-Estate Website 
    Islam, Tariqul (Daffodil International University, 2024-07-24)
    "Dream Dwell" is a trusted real estate company established in 2020, dedicated to helping clients buy and invest in properties and find their dream homes. The company offers services in residential and commercial sales, ...
  • Bangladeshi Indigenous Group Identification using Deep Learning Approach 
    Hosan, Sakhwat (Daffodil International University, 2024-07-24)
    This study presents a general investigation into the identification of two prominent indigenous groups in Bangladesh, namely the “Chakma (চাকমা)” and “Marma (মারমা)”, by the application of convolutional neural networks ...
  • Predictive analytics in entertainment media: 
    Mubin, Asil Ahsan (Daffodil International University, 2024-07-24)
    In the evolving landscape of entertainment media, accurately forecasting the success of movies and series presents a formidable challenge with significant implications for production and marketing strategies. This research ...

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