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Browsing Faculty of Science and Information Technology by Subject "Neural Networks"

Browsing Faculty of Science and Information Technology by Subject "Neural Networks"

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  • Determination of Learning Architecture to Detect Int-phish Phishing Detection 
    Muntasir, Fahim (Daffodil International University, 2020-12-17)
    Phishing is a deceptive culture and a shape of a cyber-attack schematic which evolved with the sole intention of collecting confidential information by containing the camouflage of the original website. Most of the people ...
  • Grape Leaf Diseases Detection Using Deep Learning 
    Jawat, Alif; Rahi, MD. Forhad Hossain (Daffodil International University, 23-02-18)
    Even though a lot of research has been done in this area, classifying grape leaf diseases remains a very difficult task in the agricultural industry. This task is made more challenging by the spread of leaf diseases and ...
  • Identify Sports Activity from Video Using LSTM 
    Rahman, Sajidur (Daffodil International University, 2021-01-17)
    Identifying human activity or action is difficult for any autonomous system. But the application of human activity recognition system is limitless. Like, an assistive robot can help people by identifying human activity. ...
  • Insight Into Game AI 
    Rafin, Mahedi Hassan (2024-01-20)
    This project aims to create a platform where students and researchers can explore various Artificial Intelligence used in games within simple environments. The idea for this project came about due to the lack of resources ...
  • Instrument Sound Classification 
    Jewel, Md.; Foysal, Abdullah Al (Daffodil International University, 2020-07-19)
    Sound or audio classification is always a challenging task since it’s not always handy to collect the dataset. Even after the collection, it’s not guaranteed that any specific model of Machine learning or deep learning ...
  • Local bird species classification using advanced deep learning architecture 
    Sourov, Md. Abugalib (Daffodil International University, 2024-01-01)
    The goal of this research is to create a reliable system for classifying local bird species using modern deep learning architectures. The dataset forms the basis for this study and consists of 1,179 photos covering seven ...
  • Local Fruits Recognition Using Convolutional Neural Network 
    Sagor, M S Joha; Dewan, Muhiuddin (Daffodil International University, 2020-09-18)
    Recent advancement of computer vision has made object detection from images much easier, however, automatically classifying fruits using computer vision still remains a challenging task due to similarities between different ...
  • Music-Source-Separation 
    Rahman, Sadiqur; Shahriar, Alam; Masum, Md. Alim-Ul-Alam (Daffodil International University, 2020-07-18)
    In a world full of sounds, music is used as a connection for people around the world. This proposed project titled "Music-Source-Separation" is a deep neural network reference implementation for creating opportunities ...
  • Optimizing network performance & scalability with IPv6 in a university network model 
    Murtoja, Prieo Mohammad (Daffodil International University, 2024-01-01)
    In today's fast-paced digital era, universities and educational institutions play a pivotal role in shaping the future of our society. They serve as hubs of knowledge, research, and innovation, and their ability to harness ...
  • Real time Weapon Detection Using Convolutional Neural Network 
    Jubaer, A. N. M.; Sayem, Abu (Daffodil International University, 2020-05-06)
    Security is a big issue these days. People are becoming violent and the tendency to be armed is being noticed. Carrying a pistol or knife is now very common. Security guards are trying their best, but we think technology ...
  • 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 ...
  • Touchdowns and Data Points: A Modern Approach to Fantasy Football 
    Chowdhury, Md. Kamruzzaman (Daffodil International University, 2024-01-22)
    The study embarks on an innovative journey to integrate advanced data analytics into the world of fantasy football. Utilizing a comprehensive dataset sourced from Kaggle, which encompasses an extensive array of player ...
  • Traffic Sign Recognition System (TSRS) 
    Hasan, Nazmul; Anzum, Tanvir (Daffodil International University, 2020-07-18)
    TSRS (Traffic Sign Recognition System) may play a significant role in a self-driving car, artificial driver assistances, traffic surveillance as well as traffic safety. Traffic sign recognition is necessary to overcome ...

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