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Publikováno v:
STATE AND DEVELOPMENT PROSPECTS OF AGRIBUSINESS. In the frame of the XXIII Agribusiness Forum of the South of Russia and the Exhibition «Interagromash» Volume 2.
In order to increase an automation of the products non-destructive testing process, a deep convolutional neural network optimized model for identifying defects in road pavement images is proposed. The resulting neural network architecture allows us t