Biometric data storage using feature vectors and associated global unique identifier

A system for object data storage, the system comprising:

• a processor;
• and
• a computer-readable medium storing instructions that are operative, upon execution by the processor, to cause the processor to:
• generate a first feature vector from original image data corresponding to an object,
• receive scenario data, the scenario data indicating a quality filter applied to the original image data,
• generate a profile for the object in a directory, the profile including the first feature vector corresponding to the object, the scenario data, and a global unique identifier (GUID) corresponding to the first feature vector in the profile,
• receive new image data corresponding to the object,
• determine whether a new quality filter applied to the new image data matches the quality filter applied to the original image data using the scenario data,
• based on determining that the new quality filter matches the quality filter, add the new image data to the profile,
• generate a search scope, the search scope including at least the GUID corresponding to the profile,
• generate a second feature vector from a live image scan,
• match the generated second feature vector from the live image scan to the first feature vector using the generated search scope,
• identify the GUID corresponding to the first feature vector that matches the second feature vector, and
• output information corresponding to the object of the profile identified by the GUID corresponding to the first feature vector.