Inclement weather detection
AssigneeLytx, Inc.
InventorsSheethal Nagaraja Gowda, Shabbeer Basha Shaik Hussain, Jayachandra Dakala
Life of this patent
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Abstract
The present application discloses a method, system, and computer system for detecting inclement weather driving conditions. The method includes obtaining an image captured by a camera mounted to a vehicle, determining a classification for road and weather conditions using a condition prediction model to analyze the image, in response to determining that the classification for road and weather conditions matches a particular predefined road and weather classification, determining an active measure associated with the particular predefined road and weather classification, and causing the active measure to be performed.
Claims25
A system, comprising:
- a memory;
- one or more processors configured to:
- obtain an image captured by a camera mounted to a first vehicle;
- obtain weather data for a location at which the image was captured, wherein the weather data is obtained from map data or based at least in part on information obtained from a third-party weather service;
- determine a classification for road and weather conditions using a condition prediction model to analyze the image and the weather data, wherein the condition prediction model generates the classification based on a fused representation of the image and the weather data;
- and
- in response to determining that the classification for road and weather conditions matches a particular predefined road and weather classification,
- determine an active measure associated with the particular predefined road and weather classification;
- and
- cause the active measure to be performed.
A method, comprising:
- obtaining an image captured by a camera mounted to a first vehicle;
- obtain weather data for a location at which the image was captured, wherein the weather data is obtained from map data or based at least in part on information obtained from a third-party weather service;
- determining a classification for road and weather conditions using a condition prediction model to analyze the image and the weather data, wherein the condition prediction model generates the classification based on a fused representation of the image and the weather data;
- and
- in response to determining that the classification for road and weather conditions matches a particular predefined road and weather classification,
- determining an active measure associated with the particular predefined road and weather classification;
- and
- causing the active measure to be performed.
A computer program product embodied in a non-transitory computer readable medium and comprising computer instructions for:
- obtaining an image captured by a camera mounted to a first vehicle;
- obtain weather data for a location at which the image was captured, wherein the weather data is obtained from map data or based at least in part on information obtained from a third-party weather service;
- determining a classification for road and weather conditions using a condition prediction model to analyze the image and the weather data, wherein the condition prediction model generates the classification based on a fused representation of the image and the weather data;
- and
- in response to determining that the classification for road and weather conditions matches a particular predefined road and weather classification,
- determining an active measure associated with the particular predefined road and weather classification;
- and
- causing the active measure to be performed.
Dependencies are inferred from the claim text.