METHOD FOR TRACKING, DETECTION AND IDENTIFICATION OF OBJECTS OF INTEREST AND AUTONOMOUS DEVICE WITH PROTECTION FROM COPYING AND HACKING FOR THEIR IMPLEMENTATION Russian patent published in 2023 - IPC G06V40/16 G06F21/71 G06N3/02 

FIELD: detection equipment.

SUBSTANCE: invention relates to methods and device for tracking, detection, and identification of persons. The method for detection of persons of interest includes following stages: modification of weight coefficients of deep neural nets to a level, at which it is impossible to detect persons, but it is possible to fulfill the most part of required amount of calculations; setting of a size of a processing cycle N; filtration of traffic zones; generation of a person detection flow; generation of a tracking module line; generation of a sequence of images of same person faces; generation of a performed tracking line; filtration of the performed tracking line to select best images; determination of a face image signature in the detection flow; determination of a person’s age and sex; comparison of the face image signature with face image signatures in computing device memory; storage of obtained data.

EFFECT: reduction in required computing capacities of an autonomous video analytics system, reduction in a number of errors in detection, increase in a speed of identification of persons of interest, provision of protection of a neural network.

13 cl, 11 dwg