System and method for identifying an item based on interaction history of a user

A method for identifying an item, comprising:

• capture a plurality of first images of the first item on the platform using two or more cameras of a plurality of cameras, wherein each camera is configured to capture images of at least a portion of a platform;
• identify a first item identifier associated with the first item based on the plurality of first images;
• assign the first item identifier to the first item depicted in the first images;
• capture a plurality of second images of the second item on the platform using two or more cameras of the plurality of cameras;
• generate a plurality of cropped images, wherein each cropped image is associated with a corresponding second image and is generated by editing the corresponding second image to isolate at least a portion of the second item;
• determine a plurality of item identifiers based on the plurality of cropped images, wherein each item identifier is determined based on one or more attributes of the second item depicted in one of the cropped images;
• determine that a process for selecting a particular item identifier for the second item from the plurality of item identifiers has failed;
• access associations from a memory, wherein the memory is configured to store associations between item identifiers of respective items;
• identify an association between the first item identifier of the first item and a second item identifier;
• detect that at least one of the plurality of item identifiers is the second item identifier;
• and
• in response to detecting that at least one of the plurality of item identifiers is the second item identifier and based on the identified association between the first item identifier and the second item identifier, assign the second item identifier to the second item.

A non-transitory computer-readable medium storing instructions that when executed by one or more processors cause the one or more processors to:

• capture a plurality of first images of the first item on the platform using two or more cameras of a plurality of cameras, wherein each camera is configured to capture images of at least a portion of a platform;
• identify a first item identifier associated with the first item based on the plurality of first images;
• assign the first item identifier to the first item depicted in the first images;
• capture a plurality of second images of the second item on the platform using two or more cameras of the plurality of cameras;
• generate a plurality of cropped images, wherein each cropped image is associated with a corresponding second image and is generated by editing the corresponding second image to isolate at least a portion of the second item;
• determine a plurality of item identifiers based on the plurality of cropped images, wherein each item identifier is determined based on one or more attributes of the second item depicted in one of the cropped images;
• determine that a process for selecting a particular item identifier for the second item from the plurality of item identifiers has failed;
• access associations from a memory, wherein the memory is configured to store associations between item identifiers of respective items;
• identify an association between the first item identifier of the first item and a second item identifier;
• detect that at least one of the plurality of item identifiers is the second item identifier;
• and
• in response to detecting that at least one of the plurality of item identifiers is the second item identifier and based on the identified association between the first item identifier and the second item identifier, assign the second item identifier to the second item.