| CPC G06V 20/593 (2022.01) [G06N 3/08 (2013.01); G06V 10/764 (2022.01); G07C 5/008 (2013.01)] | 14 Claims |
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1. An apparatus for vehicle data analysis, the apparatus comprising:
at least a processor; and
a memory communicatively connected to the at least a processor, wherein the memory contains instructions configuring the at least a processor to:
receive a plurality of instances of location information of a plurality of vehicles, wherein each instance of location information describes a destination of a vehicle involved in a traffic accident;
categorize the plurality of instances of location information to a plurality of location groups by:
determining group training data based on data received from a global positioning system sensor;
training a classifier on group training data comprising example location information associated with example location groups;
inputting into the classifier an instance of location information of the plurality of instances of location information;
receiving as an output from the classifier a categorization of the instance of location information into a location group of the plurality of location groups;
updating the group training data as a function of an output of a previous iteration of the classifier; and
retraining the classifier based on updated group training data; and
generate a location list identifying locations with high accident frequency as a function of the categorization of the plurality of instances of location information.
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