US 12,259,923 B2
Short-term and long-term memory on an edge device
Avneesh Agrawal, Bangalore (IN); Arun Valiaparambil, Bengaluru (IN); Tejeswara Rao Gudena, Bangalore (IN); Anirudh Maringanti, Bangalore (IN); and David Jonathan Julian, San Diego, CA (US)
Assigned to NETRADYNE, INC., San Diego, CA (US)
Filed by NETRADYNE, INC., San Diego, CA (US)
Filed on Jan. 23, 2023, as Appl. No. 18/100,212.
Application 18/100,212 is a continuation of application No. 17/124,818, filed on Dec. 17, 2020, granted, now 11,562,020.
Application 17/124,818 is a continuation of application No. 16/056,179, filed on Aug. 6, 2018, granted, now 10,872,117, issued on Dec. 22, 2020.
Application 16/056,179 is a continuation in part of application No. PCT/US2017/045932, filed on Aug. 8, 2017.
Claims priority of provisional application 62/468,894, filed on Mar. 8, 2017.
Claims priority of provisional application 62/372,284, filed on Aug. 8, 2016.
Prior Publication US 2023/0161816 A1, May 25, 2023
Int. Cl. G06K 9/00 (2022.01); B60W 40/09 (2012.01); G06F 16/00 (2019.01); G06F 16/71 (2019.01); G06F 16/73 (2019.01); G06F 16/783 (2019.01); G06V 20/40 (2022.01); G06V 20/59 (2022.01); G06N 20/00 (2019.01)
CPC G06F 16/7837 (2019.01) [B60W 40/09 (2013.01); G06F 16/00 (2019.01); G06F 16/71 (2019.01); G06F 16/73 (2019.01); G06F 16/7844 (2019.01); G06V 20/48 (2022.01); G06V 20/597 (2022.01); G06N 20/00 (2019.01)] 16 Claims
OG exemplary drawing
 
1. A dynamic data compression system, comprising:
a group of sensors affixed to a vehicle and operable to detect and capture driving event data, the group of sensors comprising a video data generating sensor;
a controller coupled to the group of sensors and operable to receive one or more data streams indicative of the driving event data from the group of sensors; wherein the controller is operable to:
determine a vehicle operation condition based on the one or more data streams;
determine, based on the vehicle operation condition, whether or not to compress a data stream from the video data generating sensor
determine, based on the vehicle operation condition, that the data stream from the video data generating sensor need not be processed by a neural network; and
process previously recorded image data from the video data generating sensor with the neural network in response to the determination that the data stream from the video data generating sensor need not be processed with the neural network.