METHOD OF OBJECTS RECOGNITION USING NEURAL NETWORKS Russian patent published in 2019 - IPC G06K9/62 G06N3/08 

Abstract RU 2697613 C1

FIELD: data processing.

SUBSTANCE: invention relates to object recognition. Obtaining an image of an object using a camera comprising an image frame processing module using one or a plurality of multiple neural networks F, detecting using said image module and selecting image regions Oi with objects of interest, transferring image regions Oi with selected objects of interest at input of one or plurality of several neural networks F inside chamber, calculating, along selected areas, significant features of objects f(Oi), transmitting same image regions Oi with selected areas of interest to third-party more powerful server, on which the second one or more complex neural networks G is installed, significant features of objects g(Oi) on external neural network G, transmitting back to camera features of objects g(Oi), performing neural network re-education in chamber F using images accumulated in the camera Oi and values of feature vectors g(i) calculated using an external neural network G.

EFFECT: high speed and reliability of identifying objects with a camera by training a neural network built into the camera using a more powerful external neural network.

5 cl, 3 dwg, 5 tbl

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RU 2 697 613 C1

Authors

Kadejshvili Aleksej Andreevich

Sokolov Aleksandr Yurevich

Dates

2019-08-15Published

2018-11-20Filed