Lyft, Inc.
IDENTIFYING OBJECTS FOR DISPLAY IN A SITUATIONAL-AWARENESS VIEW OF AN AUTONOMOUS-VEHICLE ENVIRONMENT

Abstract:

In one embodiment, a method includes receiving sensor data corresponding to an environment external of a vehicle. The sensor data include data points. The method includes determining one or more subsets of the data points. The method includes comparing the one or more subsets of the data points to one or more predetermined data patterns. Each of the one or more predetermined data patterns corresponds to an object classification. The method includes computing a confidence score for each subset of data points of the one or more subsets of the data points as corresponding to each of the one or more predetermined data patterns based on the comparison. The method includes generating a classification for an object in the environment external of the vehicle based on the confidence score.