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Browsing DIU Faculty Publication by Subject "MobileNetV2"

Browsing DIU Faculty Publication by Subject "MobileNetV2"

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  • Arabian Date Classification Using CNN Algorithm with Various Pre-trained Models 
    khayer, Md.Abu; Hasan, Md.Sakibul; Sattar, Abdus (2021 Third International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV), IEEE, 2021-03-31)
    The people of Bangladesh have a lack of knowledge to detect fruit so many consumers suffer when they go to buy fruit every day. We know it is very difficult for consumers to detect the class of date on their naked eyes. ...
  • Cucumber Disease Recognition Using Machine Learning and Transfer Learning 
    Mia, Md. Jueal; Maria, Syeda Khadizatul; Siddique Taki, Shahrun; Biswas, Al Amin (Bulletin of Electrical Engineering and Informatics, 2021)
    Cucumber is grown, as a cash crop besides it is one of the main and popular vegetables in Bangladesh. As Bangladesh's economy is largely dependent on the agricultural sector, cucumber farming could make economic and ...
  • Deep Learning Predictive Model for Colon Cancer Patient using CNN-based Classification 
    Tasnim, Zarrin; Chakraborty, Sovon; Shamrat, F. M. Javed Mehedi; Chowdhury, Ali Newaz; Nuha, Humaira Alam; Karim, Asif; Zahir, Sabrina Binte; Billah, Md. Masum (Scopus, 2021)
    In recent years, the area of Medicine and Healthcare has made significant advances with the assistance of computational technology. During this time, new diagnostic techniques were developed. Cancer is the world's ...
  • Recognition of Local Birds Using Different CNN Architectures with Transfer Learning 
    Biswas, Al Amin; Rahman, Md. Mahbubur; Rajbongshi, Aditya; Majumder, Anup (2021 International Conference on Computer Communication and Informatics (ICCCI), IEEE, 2021-04-21)
    The global world is dependent and integrated with all the ecosystems. To survive in the race, we must need to know about the birds and their habitats and importance to the existence of the human race on earth. However, it ...
  • Transfer Learning Approach for Classification of Popular Mango Species of Bangladesh 
    Shahriar, Md. Atique; Rashmi, Mahjabin Karim; Ahamed, Md. Sazzadur (Daffodil International University, 2023)
    Classifying five distinct mango species has been accomplished with the implementation of transfer learning (TL) approach. Mango classification is significant because it helps upcoming generations by enabling the recognition ...
  • Tuberculosis Disease Detection from Chest X-rays Using Deep Learning Techniques 
    Rabby, Mehedi Hasan; Islam, Oahidul; Assaduzzaman, Md; Dutta, Monoronjon (Daffodil International University, 2023-12)
    Millions of cases of tuberculosis (TB) are recorded each year, making it a significant worldwide health concern. Early and accurate TB detection is essential for the disease to be effectively treated and controlled. Deep ...

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