Patent ID: 11891023
Assignee: AMBARELLA INTERNATIONAL LP
Field: Transport (Mechanical engineering)
Classification: CPC B  G | IPC B  G

Claim 0:
1. An apparatus comprising:
an interface configured to receive (i) pixel data comprising at least one of (a) a vehicle or (b) an outdoor environment near said vehicle and (ii) a correction signal; and
a processor configured to (i) process said pixel data arranged as video frames, (ii) perform video operations on said video frames to detect objects, (iii) predict a state of said vehicle based on said objects detected in said video frames, (iv) generate said correction signal and (v) determine a visual confirmation in response to said correction signal and said video frames, wherein (a) said correction signal is configured to apply a corrective measure based on said predicted state of said vehicle, (b) said state of said vehicle comprises factors that prevent driving said vehicle, (c) said visual confirmation compares said state of said vehicle before said correction signal and after said correction signal to (i) monitor a result for whether said factors that prevent driving said vehicle have been corrected by said corrective measure and (ii) determine an amount of time for said result to enable said state of said vehicle to be drivable with respect to detected weather conditions, (d) training data is generated for estimating said result in said detected weather conditions using said amount of time, said corrective measure and said state of said vehicle and (e) said training data is used by a convolutional neural network to predict said state of said vehicle accurately.