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Browsing DIU Faculty Publication by Author "Imam, Omar Tawhid"

Browsing DIU Faculty Publication by Author "Imam, Omar Tawhid"

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  • Chest X-ray Image Classification Using Convolutional Neural Network to Identify Tuberculosis 
    Promy, Fahmida Nusrat; Chowdhury, Tasnia Afrin; Imam, Omar Tawhid; Alam, Farhana; Reza, Ahmed Wasif; Arefin, Mohammad Shamsul (Springer, 2023-11-11)
    Tuberculosis (TB) is a severe bacterial infection that can be spread by inhaling small droplets from an infected person’s cough and sneeze. TB claimed the lives of 1.5 million individuals in 2020, including 214,000 ...
  • COVID-19 Detection from Chest X-Ray Images Using CNN Models and Deep Learning 
    Moin, Nafisha Binte; Sultana, Shamima; Al Munem, Abdullah; Imam, Omar Tawhid; Reza, Ahmed Wasif; Arefin, Mohammad Shamsul (Springer, 2023-12-24)
    The dangerous disease and ailment known as COVID-19 has caused a global pandemic and immeasurable damage to people all around the globe. Chest X-Rays are being used to identify COVID-19 in current times due to their low ...
  • Developing a Classification CNN Model to Classify Different Types of Fish 
    Ahmed, Farhan; Basak, Bijoy; Chakraborty, Simonta; Karmokar, Tumpa; Reza, Ahmed Wasif; Imam, Omar Tawhid; Arefin, Mohammad Shamsul (Springer, 2023-07-01)
    Identifying any fish type can be difficult for people who are not familiar with fish. Implementation of a fish classification machine learning model can become helpful in this scope. The purpose of this paper is to build ...
  • Developing a Tool to Classify Different Types of Fruits Using Deep Learning and VGG16 
    Ahsan, Mobassir; Yousuf, Mahfuza; Rahman, Md. Saifur; Proma, Farhana Islam; Imam, Omar Tawhid; Reza, Ahmed Wasif; Arefin, Mohammad Shamsul (Springer, 2022-10-21)
    In this paper, we present two methods for the classification of fruits of Bangladesh from image processing techniques. We have used deep learning convolutional neural network in our model and VGG16 in another model. From ...

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