Faculty of Science and Information Technology: Recent submissions

  • A Deep Learning Approach for Traffic Sign Detection and Recognition Using Improved YOLOV5s 
    Hossain, MD. Ariful; Hossain, Anwar (Daffodil International University, 23-01-29)
    Traffic sign detection is one of the most challenging tasks for autonomous vehicles, especially for the detection of different types of signs and real-time applications. Unmanned driving systems face a lot of problems to ...
  • Detection of Breast Cancer using Deep Learning Approach 
    Saha, Badhan (Daffodil International University, 23-01-29)
    Breast cancer is a disease in which cells in the breast grow out of control. In Bangladesh the rate of breast cancer occurrence is estimated to be 22.5 per 100,000 females of all ages. In case of Bangladeshi women, aged ...
  • Towards an Effective Tomato Leaf Disease Classification Using Modified Transfer Learning Algorithm Based on resnet 50 
    Rahman, Md Ashikur (Daffodil International University, 23-01-29)
    To increase agricultural productivity, plant diseases must be detected early and accurately. The deep learning approach based on artificial intelligence is critical in detecting illnesses utilizing a large volume of plant ...
  • Bangladesh Related Factoid Question Classification Using Machine Learning Techniques 
    Hossain, MD. Jahid; Hossain, MD. Nahid; Nowmi, Sadiha (Daffodil International University, 23-01-29)
    Question answering (QA) is a branch of natural language processing research that is aimed to give human users a simple and practical information retrieval application. Despite being one of the most widely spoken languages ...
  • A Mobile Phone Based Agro Market Monitoring System 
    Hossain, Riyad; Sochona, Sayma Islam (Daffodil International University, 23-01-29)
    Our main goal is to create an app that will inform users about the prices of products in the market. The Agro Market Monitoring System is an application that will break down markets into divisions, districts, and upazilas. ...
  • Responsive Web Application for DIU NLP Lab 
    Shovon, Jubayer Ahmad; Siddik, MD. Nuray Alam (Daffodil International University, 23-01-29)
    The DIU NLP Lab Web Application is a platform that is designed to help people in the NLP lab at DIU work together more efficiently. It has features that allow users to log in, add information about events and research ...
  • Web Based Malware & Virus Prediction System Using Machine Learning 
    Rezwan, Tanvir; Islam, Mominul (23-01-29)
    Malware-based cyber-attacks are increasing and have advanced in sophistication across practically all networks. Attacks using sophisticated malware are also the most complex, which makes it difficult to detect them. Advanced ...
  • An Ensemble Method for Predicting Loan Eligibility in Commercial Bank Using Machine Learning 
    Islam, Jahirul; Shakil, Kh. (Daffodil International University, 23-01-29)
    In recent days in Bangladesh the number of loan applicants for loans in commercial banks are gradually increasing every year. Banking sectors always need a more accurate system for handling many issues. In order to select ...
  • Prediction of Typhoid Using Machine Learning and Ann Prior to Clinical Test 
    Bhuiyan, Md. Atik; Rad, Sharaf Shahariare (Daffodil International University, 23-01-29)
    Typhoid fever is a serious and potentially fatal illness that causes a large number of deaths each year, particularly in developing countries. Early and accurate diagnosis is essential for effective treatment and to ...
  • Human Speech Emotion Classification Based on Bengali Language 
    Moon, Moontasir (Daffodil International University, 23-01-29)
    The research focuses on the task of human speech emotion recognition in the Bengali language. Due to the variety of ways that emotions may be communicated, it can be difficult to identify emotion from speech. Four different ...
  • Brain Tumor Detection and Classification Using Deep Learning From Magnetic Resonance Images 
    Molla, Shourav; Azam, MD. Ali (Daffodil International University, 23-01-29)
    Brain tumors are the most conventional and aggressive illness and have an extremely low life expectancy in its most severe form. Uncontrolled growth as well as proliferation of skull cells results in the formation of brain ...
  • Guardio – Apartment Surveillance System 
    Hosen, MD Sohag (Daffodil International University, 23-01-29)
    Our goal of this project is to give the apartment owner a complete and smart surveillance system and connection between Tenant and Apartment owner and security of apartment and Tenant living easy and hustle free. the Guardio ...
  • ELOY: An Online Based Non-Exam Evaluation System. 
    Sobraj, Ahmed Saif; Zahid, MD. Nishat Zaman; Seyam, MD. Tariqul Islam (Daffodil International University, 23-01-29)
    In Bangladesh education quality is dropping day by day because students just want to get marks rather than getting proper knowledge. That's why the government of Bangladesh decided that there will be no exam for primary ...
  • Web-Based Online Agricultural Management System 
    Akhi, Khaleda Yasmin; Sakin, Md. Mustafiz (Daffodil International University, 23-01-29)
    Bangladesh is an agricultural-based country. This project is to help farmers and other users related to agriculture/agricultural work. In most cases, farmers in our country don’t get enough help regarding their problem, ...
  • DIUINFOTIC: An Android-Based Application for Retrieving Information Regarding DIU 
    Mondal, Pritue (Daffodil International University, 23-01)
    Now a day technology is very useful in everyone life and time. In this time, we lived in a place where people talk to less but give their time for the using mobile device. Google maps, food panda, uber, Facebook, Instagram, ...
  • Tomato's Disease Detection by Deep Learning Using CNN 
    Howlader, Sajib; Hasan, Mahmodul (Daffodil International University, 23-01-29)
    Leaf disease have been one of the riskiest impendences to food society, because it cut down the crops yield and compromise the quality. Tomato is one of the most demandable vegetables in Bangladesh. Due to the insect and ...
  • Design and Development of a Web Based Vaccine Tracking System 
    Howlader, MD. Redoy; Islam, Md. Arafatul (Daffodil International University, 23-01-29)
    The monitoring system for vaccines is our initiative. It has the ability to save an user's vaccination information. Nobody needs to keep track of the type or timing of their vaccinations. This webpage is incredibly ...
  • Private Car Rent Website 
    Islam, Musfikul (Daffodil International University, 23-01-29)
    The development of a data management system for a PRIVATE CAR RENT WEBSITE is the goal of our project. As a result, an administrator can rent a car for a client to utilize. By making the payment within a Specific Timeframe. ...
  • Detection of COVID and Viral Pneumonia: A Transfer Learning Model-Based Approach 
    Jishan, MD. Salman Sakib Rahman (23-01-18)
    A worldwide epidemic known by the name Covid-19 is said to have posed the greatest threat to public health in the last century and resulted in catastrophic health, social, and economic disasters. Fever and chills were this ...
  • Time Series Analysis of Stock Price Prediction Using Hybrid Deep Learning Neural Network 
    Lemu, Jannatul Ferdaus (Daffodil International University, 23-01-29)
    The motive behind researching on “TIME SERIES ANALYSIS OF STOCK PRICE PREDICTION USING HYBRID DEEP LEARNING NEURAL NETWORK” is to explore the thoroughness of the historical financial data of a stock suffice to make cabbalistic ...

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