Project Report: Recent submissions

  • Accidental prone area detection in Dhaka Metropolitan City using machine learning models 
    Jerin, Foyjunnesa (Daffodil International University, 2024-01-01)
    Dhaka, known for its status as one of the world's most densely populated areas, grapples with numerous challenges associated with urbanization and safety. This study focuses on identifying accident-prone zones within the ...
  • Forecasting house rents in Dhaka city with machine learning 
    Fahad, Dewan Abdullah (Daffodil International University, 2024-01-25)
    Bangladesh's capital city of Dhaka is become increasingly congested due to daily migration. They come to Dhaka for reasons like they have no money, looking for work, or sometimes because their families want them to shift ...
  • Sentiment analysis of comments on the israel-palestine conflict and showing geopolitical stance distribution 
    Sharkar, Md. Emon (Daffodil International University, 2024-01-25)
    Sentiment analysis has kept its landmark in Natural Language Processing by analyzing the text to extract sentimental value. The result usually goes with positive, negative, or neutral sentiment with necessary data ...
  • Bangladeshi local fish detection using deep learning techniques 
    Samiu, Asrafilil (Daffodil International University, 2024-01-01)
    This study uses deep learning techniques to provide a novel method for local fish understanding in Bangladesh. The following six native fish species are represented in the extensive dataset that was painstakingly gathered: ...
  • Spam text detection by using ML Algorithms 
    Sumiya (Daffodil International University, 2024-01-01)
    Nowadays,the number of mobile users is always increasing. SMS stands for "short messaging service," which lets the users send and receive short text messages on regular phones as well as smartphones. The quantity of SMS ...
  • Identifying different types of roses using deep learning approaches 
    Kha, Partha (Daffodil International University, 2024-01-26)
    In horticulture, botanical study, and landscaping, accurate rose identification is critical. The ability to tell the difference between red, yellow, and white rose varieties benefits in the creation of visually pleasing ...
  • Project Management Information System using Laravel Framework 
    Hosen, Md. Shanto (Daffodil International University, 2024-01-22)
    I have been working on a web-based project called "Project Management Information System (PMIS)". The aim of this website is to facilitate the final year defense process for students. With the help of this website, ...
  • Stock price prediction and forecasting with machine Learning 
    Nodi, Shaila Hossain (2024-01-01)
    This project titled “STOCK PRICE PREDICTION AND FORECASTING WITH MACHINE LEARNING” which predict the price of stock for Bangladeshi data. Various methods such as analysis, time analysis and statistical analysis are used ...
  • Blood bd web-based blood donation platform 
    Limon, A. Y. M. Mahady Hasan (Daffodil International University, 2024-01-25)
    The "BloodBD" project is an innovative endeavor in the blood donation management space, designed to enhance the communication between healthcare facilities and donors. By addressing the intricate problems with the blood ...
  • Cyberbullying detection on Bangla social media comments 
    Bhuyain, Md. Arman (Daffodil International University, 2024-01-01)
    This study investigates the potential of machine learning algorithms in detecting signs of depression within Bengali text on social media platforms. As mental health concerns continue to rise globally, understanding ...
  • Parkinson disease detection using machine learning with Explainable AI 
    Ferdaous, Jannatul (Daffodil International University, 2024-01-26)
    Aside from its effects on the nervous system, Parkinson's disease also modifies the physiological functions that the nervous system regulates. The progressive nature of Parkinson's disease makes it a degenerative disorder. ...
  • Smart-DIU: routine scrapper with some more features website for teachers and students 
    Tura, Sanjita Israt (Daffodil International University, 2024-01-22)
    Many times students have to face trouble to find a teacher. Again I know that the routine whichis sent to us through email from the department contains all the sections of all the batchestogether. It becomes very difficult ...
  • What a pregnant lady should eat: a machine learning empowered web-based application to detect food 
    Bishal, Sabria Alam (Daffodil International University, 2024-01-01)
    It's critical for the growth of the fetus as well as the health of the mother to get enough nutrients throughout pregnancy. Women need special attention throughout pregnancy. Maintaining a balanced diet and sufficient ...
  • Understanding public sentiment using social media activities: a machine learning approach 
    Habib, Md. Ferdous (Daffodil International University, 2024-01-24)
    People use different social media platform to express their thoughts in their profiles or write comments on various aspects of world. Then a huge amount of data is generated and are stored on the internet in an unorganized, ...
  • Sentiment analysis on Bangladesh cricket team's World Cup prospects: a study of Bengali social media comments" 
    Smrity, Sharmina Urmila (Daffodil International University, 2024-01-01)
    The Bangladesh cricket team has developed a sizable following on social networking sites, where supporters share their thoughts, feelings, and sentiments regarding the team's performance. The purpose of this thesis is ...
  • A proposed deep learning approach for detecting brinjal plant diseases. 
    Hasan, Md Mustakin (Daffodil International University, 2024-01-22)
    The article provides a unique deep learning strategy for automatic recognition of brinjal plant diseases, using a large dataset that contains varied events of Phytophthora Blight, Leaf Curl Disease, Withering Leaves, ...
  • Hashtag CSE mobile application 
    Jibon, Shakh Istiak Hossain (Daffodil International University, 2024-01-01)
    In the dynamic realm of Computer Science and Engineering (CSE) education at DIU, I identified a common challenge faced by students a lack of readily available answers to the myriad questions that arise in our daily ...
  • A model for predicting Ethereum future price rates using machine learning 
    Azad, Shiam Bin (Daffodil International University, 2024-01-01)
    Considered by many to be the forerunner of smart contract technology, Ethereum has become a widely used blockchain platform. Beyond being a cryptocurrency, Ethereum's main purpose is to offer a decentralized platform for ...
  • A Machine learning approach to smartphone addiction prediction 
    Niloy, Nahid Ahmed (Daffodil International University, 2024-01-01)
    In our tech-filled world, smartphones have become a big part of our lives, but sometimes, people find themselves using them a bit too much, causing issues for themselves and those around them. This happens because we ...
  • Contrastive learning approaches for ophthalmic biomarker identification: unveiling insights into eye health 
    Chamok, Farjana Haque (Daffodil International University, 2024-01-01)
    The field of ophthalmic biomarker identification plays a pivotal role in understanding and monitoring eye health. In this study, I leverage the EfficientViT_m5.r224_inlk model as our foundational framework to explore ...

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