DETECTING AND IDENTIFYING OBJECTS ON IMAGES Russian patent published in 2020 - IPC G06K9/46 G06K9/62 G06N3/02 

Abstract RU 2726185 C1

FIELD: data processing.

SUBSTANCE: invention relates to mechanisms for detecting objects in images using neural networks. Method comprises obtaining an image representative of each element from a plurality of image elements using an input vector from a plurality of input vectors, each of the input vectors comprising one or more parameters associated with the visual representation of the corresponding image element; providing a plurality of input vectors to a first subnetwork of a neural network to obtain a plurality of output vectors, wherein each output vector of the plurality of output vectors is associated with an image element; determining, based on a plurality of output vectors, a subset of image elements relating to an image of an object, and determining location of image of object on image based on location of subset of elements.

EFFECT: technical result consists in providing automatic detection of objects on images.

20 cl, 10 dwg

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RU 2 726 185 C1

Authors

Ivan Zagaynov

Andrew Zharkov

Dates

2020-07-09Published

2020-01-21Filed