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Browsing by Subject "Neural Network"

Browsing by Subject "Neural Network"

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  • Bangla Music Genre Classification Using Neural Network 
    Al Mamun, Md. Afif; Kadir, Imamul; Rabby, AKM Shahariar Azad; Al Azmi, Abdullah (IEEE, 2019-11)
    Music genre classification is very vital for music recommendation and for the retrieval of music information. So many works have already been done for classifying genres of English music using different machine learning ...
  • Bengali Font Identification Using Deep Convolutional Neural Network 
    Rahman, KH.Tanzila; Riya, Rokeya Islam (Daffodil International University, 2019-05)
    Automatic font recognition or similar font suggestions from an image or picture are the core design works for many designers. This paper proposes a framework based on Convolution Neural Network (CNNs) to the widely neglected ...
  • CNN based Disease Detection Approach on Potato Leaves 
    Asif, Md. Khalid Rayhan; Rahman, Md. Asfaqur; Hena, Most. Hasna (IEEE, 2020-12)
    Potatoes are a well-known vegetable to all of us. If the other countries are taken into consideration, it can be easily concluded that potatoes are the number one vegetable all over the world, which has been increasingly ...
  • Comparative Analysis of Human Face Recognition Using SURF and Neural Network Methods 
    Shamrat, F.M. Javed Mehedi; Bhowmik, Shohag Kumar; Muntasim, Mst. Fahmida; Nibir, Tafsirul Islam; Chowdhury, Tahmid Rashik; Thapa, Sittal (Scopus, 2021)
    In computer vision, facial recognition technology is used to recognize every person. This approach is a revolution that is perfect for analyzing a graphic image or a video frame specially or differently. There are, however, ...
  • Detection and Classification of Road Damage Using Deep Learning Approach With Smart Phone Images 
    Shila, Sharmin; Bayshakhy, Fahima Taher; Mitu, Sumaia Zannat (Daffodil International University, 23-01-29)
    In cities, road surface monitoring is mostly done by hand which is a time-consuming and labor-intensive procedure. One of the most critical responsibilities is infrastructure maintenance work for traffic safety. To keep ...
  • THE FIRST OPEN ACCESS DATASET FOR BANGLA SIGN LANGUAGE AND AN ARROWHEAD DETECTION TECHNIQUE WITH CNN MODEL 
    ISLAM, MD. SANZIDUL; SHARMIN, SADIA SULTANA; AHSAN, NAZMUL (Daffodil International University, 2018-12-25)
    Sign Language is the method of interaction between the hearing-impaired people and the general people. It is the only way to decrease the communication gap of deaf community and the normal people. A machine translator ...
  • Handwriting Recognition 
    Hasan, Md. Asif (Daffodil International University, 2018-11-24)
    Bangla Hand Writing Recognition System is a system that can recognize the bangla handwriting. In this project I am working with the dataset that I collect personally from different place in Bangladesh. This dataset contains ...
  • A Model of a Feed Forward Multi Layered Neural Network to Recognize Hand Written Bengali Digits 
    Bhuiyan, Touhid (The 12th International Conference on Artificial Intelligence, 2001-07-15)
    This work deals with the recognition of handwritten Bengali digits using feed forward multi layered neural network approach. It proposes an overall guideline of how to construct and train a neural network in order to give ...
  • NATIONAL FLAG DETECTION USING CNN 
    SULTANA, SUMAIYA; ISLAM, RAKIBUL; KHAN, ABU SHAIF (Daffodil International University, 2018-12-01)
    This research project focus on “National Flag Detection Using Convolutional Neural Network”. This is a kind of image processing work with the help of convolutional neural network. In this project we solve National Flag ...
  • Performance Evaluation of Optimised Backpropagation Algorithms for Yorùbá Character Feature Extraction and Recognition 
    Bajeh, Amos Orenyi; Wasiu, Muftau Oluwatosin; Usman-Hamza, Fatima Enehezei (Daffodil International University, 2019-07-01)
    Character recognition has been an important area of research in the last few decades. It is basically divided into two major types namely online and offline (handwritten) character recognitions. Characters with tonal ...
  • A Proficient Deep Learning Approach to Classify the Usual Military Signs by CNN with Own Dataset 
    Hossain, Md. Ekram; Musa, Md.; Nisat, Nahid Kawsar; Thusar, Ashraful Hossen; Hossain, Zaman; Islam, Md. Sanzidul (Springer, 2020-11-28)
    Everyday, around the world crimes, like kidnapping or forced to do something to enemy’s command, are happening. General people are being the main victim in most cases. Hostage people are usually rescued by military or ...
  • Shot-Net: A Convolutional Neural Network for Classifying Different Cricket Shots 
    Foysal, Md. Ferdouse Ahmed; Islam, Mohammad Shakirul (Daffodil International University, 2018-11-01)
    Artificial Intelligence has become the new powerhouse of data analytics in this technological era. With advent of different Machine Learning and Computer Vision algorithms, applying them in data analytics has become a ...

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