Výsledky vyhledávání - "N. G. Efremtsev"

Chest X-ray image classification for viral pneumonia and Сovid-19 using neural networks

Autor: E. S. Bazavluk, N. G. Efremtsev, E. P. Teterin, V. G. Efremtsev, P. E. Teterin

Publikováno v: Компьютерная оптика, Vol 45, Iss 1, Pp 149-153 (2021)

The use of neural networks to detect differences in radiographic images of patients with pneumonia and COVID-19 is demonstrated For the optimal selection of resize and neural network architecture parameters, hyperparameters, and adaptive image bright

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c2f2e2e3d96e90a9fe85a01bf42e29c2
http://computeroptics.ru/KO/PDF/KO45-1/450117.pdf

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Deep learning application for box-office evaluation of images

Autor: V. G. Efremtsev, P. E. Teterin, E. P. Teterin, N. G. Efremtsev, V. V. Gantsovsky

Publikováno v: Компьютерная оптика, Vol 44, Iss 1, Pp 127-132 (2020)

The possibility of application a convolutional neural network to assess the box-office effect of digital images is reviewed. We studied various conditions for sample preparation, optimizer algorithms, the number of pixels in the samples, the size of

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d642e51a67fb1fcf5650eeec46850706
http://computeroptics.smr.ru/KO/PDF/KO44-1/440116.pdf

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