Safety score using video data but without video
AssigneeLytx, Inc.
InventorsBryon Cook, Niki Kypri
Life of this patent
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Abstract
A safety score using video data but without video comprises an input interface and a processor. The input interface is configured to receive sensor data. The processor is configured to provide the sensor data to a safety score determiner, and determine a safety score using the safety score determiner without using inward facing video data, wherein the safety score determiner has been trained using a data set that includes sensor data with inward facing video data. The system for determining a safety score additionally comprises a memory coupled to the processor and configured to provide the processor with instructions.
Claims21
A system for determining a safety score, comprising:
- an input interface configured to receive maneuver data;
- and
- a processor configured to:
- determine a safety score from the maneuver data without inward facing video data using a safety score determiner;
- and
- output the safety score, wherein the safety score is associated with the maneuver data and forms at least a partial basis to train the safety score determiner;
- wherein inward facing video data is processable to identify anomalous events and train the safety score determiner and the safety score determiner has been trained using a data set that includes previously-collected maneuver data associated with inward facing video data.
A method for determining a safety score, comprising:
- receiving maneuver data;
- determining, using a processor, a safety score from the maneuver data without inward facing video data using a safety score determiner;
- and
- outputting the safety score, wherein the safety score is associated with the maneuver data and forms at least a partial basis to train the safety score determiner;
- wherein inward facing video data is processable to identify anomalous events and train the safety score determiner and the safety score determiner has been trained using a data set that includes previously-collected maneuver data associated with inward facing video data.
A computer program product for determining a safety score, the computer program product being embodied in a non-transitory computer readable storage medium and comprising computer instructions for:
- receiving maneuver data;
- determining a safety score from the maneuver data without inward facing video data using a safety score determiner;
- and
- outputting the safety score, wherein the safety score is associated with the maneuver data and forms at least a partial basis to train the safety score determiner;
- wherein inward facing video data is processable to identify anomalous events and train the safety score determiner and the safety score determiner has been trained using a data set that includes previously-collected maneuver data associated with inward facing video data.
A method for determining a safety score, comprising:
- receiving maneuver data, wherein the maneuver data does not include inward facing video data;
- determining, using a processor, a safety score based on the maneuver data including:
- determining whether the maneuver data matches at least one element of a set of previously-collected maneuver data, wherein the set of previously-collected maneuver data is trained by inward facing video data;
- if the maneuver data matches at least one element of the set of previously-collected maneuver data, determining the safety score based on an average of scores associated with the at least one element of the set matching the received maneuver data;
- and
- if the maneuver data does not match at least one element of the set of previously-collected maneuver data, determining the safety score based on a combination of scores associated with at least one element of the set meeting a threshold similarity compared with the received maneuver data;
- and
- outputting the safety score.
Dependencies are inferred from the claim text.