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Browsing Project Report by Subject "Neural Networks"

Browsing Project Report by Subject "Neural Networks"

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  • Brain hemorrhage recognition using deep learning approach 
    Sakib Shahariar Shimanto (Daffodil International University, 2024-01-22)
    This study addresses the use of deep learning techniques, including Inception, ResNet, Xception, AlexNet, and MobileNet, for the identification of brain hemorrhages in medical imaging. Motivated by the crucial need for ...
  • 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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