Browsing by Author "Cherskyi, Serhii"

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    Research of Image Classification Methods Using Neural Networks on GPUs
    (Scientific Publishing Center “Sci-conf.com.ua”, BoScience Publisher, 2024) Cherskyi, Serhii; Ostrovska, Kateryna Yu.
    ENG: The paper examines the classification of images on GPUs by means of neural networks, namely, using the example of the categorization of household goods. This topic is relevant, since in everyday life we are surrounded by images and it is easy for a person to interpret them, and it is much more difficult for a computer, all the more to classify or segment images. As a result, a system was created that automatically classifies goods, modifying existing approaches, and obtained a custom one that works better for this task. Having improved the product, it can be used for any organization where it would be convenient to automatically classify products.
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    Research of Image Classification Methods Using Neural Networks on GPUs
    (Scientific Publishing Center “Sci-conf.com.ua”, Perfect Publishing, 2024) Cherskyi, Serhii; Ostrovska, Kateryna Yu.
    ENG: The paper examines the classification of images on GPUs by means of neural networks, namely, using the example of the categorization of household goods. This topic is relevant, since in everyday life we are surrounded by images and it is easy for a person to interpret them, and it is much more difficult for a computer, all the more to classify or segment images. As a result, a system was created that automatically classifies goods, modifying existing approaches, and obtained a custom one that works better for this task. Having improved the product, it can be used for any organization where it would be convenient to automatically classify products.