Verification and validation of vehicle data

A computer system, comprising:

• a processor set;
• one or more computer-readable storage media;
• and
• program instructions stored on the one or more computer-readable storage media, the program instructions executable by the processor set to cause the processor set to:
• receive first data associated with a vehicle, wherein the first data comprises at least one of audio data, or a set of image frames, and wherein the set of image frames comprises one or more objects;
• retrieve second data associated with the vehicle, wherein the second data comprises sensor data, historical driving data, and multi-dimensional reference data;
• extract a set of attributes from the first data;
• verify the set of attributes based on at least one of dynamic contextual data or the second data, wherein
• the verification of the set of attributes comprises at least one of integrity verification associated with the vehicle, route verification of the vehicle, or alignment verification associated with the vehicle, and
• the dynamic contextual data comprises environmental factors associated with the vehicle;
• calculate a score for the set of attributes based on the verification of the set of attributes;
• and
• generate a result based on the calculated score for the set of attributes.

A computer-program product for data verification, the computer-program product comprising:

• one or more computer-readable storage media;
• and
• program instructions stored on the one or more computer-readable storage media to perform operations comprising:
• receiving first data associated with a vehicle, wherein the first data comprises at least one of audio data, or a set of image frames;
• retrieving second data associated with the vehicle, wherein the second data comprises sensor data, historical driving data, and multi-dimensional reference data;
• extracting a set of attributes from the first data;
• verifying the set of attributes based on at least one of dynamic contextual data or the second data, wherein
• the verification of the set of attributes comprises at least one of integrity verification associated with the vehicle, route verification of the vehicle, or alignment verification associated with the vehicle, and
• the dynamic contextual data comprises environmental factors associated with the vehicle;
• and
• generating a result based on the verification of the set of attributes.