US 12,082,082 B2
Validation and training service for dynamic environment perception based on local high confidence information
Florian Geissler, Munich (DE); Ralf Graefe, Haar (DE); Michael Paulitsch, Ottobrunn (DE); Yang Peng, Munich (DE); and Rafael Rosales, Unterhaching (DE)
Assigned to Intel Corporation, Santa Clara, CA (US)
Filed by Intel Corporation, Santa Clara, CA (US)
Filed on Dec. 22, 2020, as Appl. No. 17/131,161.
Prior Publication US 2021/0110170 A1, Apr. 15, 2021
Int. Cl. G06N 20/00 (2019.01); G06F 18/21 (2023.01); G06V 20/56 (2022.01); G06V 20/58 (2022.01); H04W 4/40 (2018.01)
CPC H04W 4/40 (2018.02) [G06F 18/217 (2023.01); G06N 20/00 (2019.01); G06V 20/56 (2022.01); G06V 20/58 (2022.01)] 25 Claims
OG exemplary drawing
 
1. An edge computing device comprising:
a wireless communication device for receiving and sending data;
a data storage device for storing data;
one or more processors for executing instructions;
a memory device storing instructions thereon, which, when executed by the processor, cause the edge computing device to perform operations comprising:
receiving, via the wireless communication device, data from a plurality of devices in the local environment, the data received from each device including information identifying an object in the local environment and indicating a value for a property of the object;
for each value for a property of an object received, verifying the value satisfies a confidence threshold requirement; and
communicating an acquired ground truth dataset to a vehicle via the wireless communication device, wherein the acquired ground truth dataset includes at least one instance of a verified value for a property of an object in the local environment of the vehicle.