GENERATION OF SIMULATED SENSOR DATA FOR TRAINING AND VALIDATING DETECTION MODELS Russian patent published in 2019 - IPC G06N7/06 

Abstract RU 2694154 C2

FIELD: machine building.

SUBSTANCE: invention relates to automotive autonomous control systems. Modelling method comprising the computer system steps of simulating the three-dimensional model perception by one or more sensors, providing annotation of one or more output signals of sensors according to obstacle locations in three-dimensional model and performing at least one of training and testing model according to one or more output signals of sensors and notes, wherein modelling of perception of three-dimensional model by means of one or more sensors comprises identification of obstacle location in three-dimensional model, generation of one or more output signals of sensors corresponding to location of obstacle relative to locations of one or more sensors in three-dimensional model, and addition of noise to one or several output signals of sensors.

EFFECT: technical result consists in wider range of the same purpose tools.

13 cl, 15 dwg

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RU 2 694 154 C2

Authors

Miks, Eshli Elizabet

Kadetotad, Snekha

Dzhajn, Dzhinesh Dzh.

Lyu, Dunzhan

Kherardo Kastro, Markos Pau

Nariyambut Murali, Vidiya

Dates

2019-07-09Published

2017-12-27Filed