Method for image product recommendation

A method to determine and display relevant consumer products related to image files, the method comprising:

• providing an image processing system to a user on a user computing device;
• and
• receiving the image files at a server, the server including one or more processors and a memory that stores product profiles related to consumer products, the one or more processors operating to:
• produce, responsive to the image files, an input profile defined at least in part by extracting metadata from the image files;
• compare the input profile to the product profiles related to consumer products, the product profiles including one or more elements corresponding to metadata of the input file;
• determine a match score by applying a reward or penalty based on the correlation of the image profile to the product profile, the reward increasing the value of the match score;
• and
• output, to the image processing system, a list of the consumer products determined relevant to the input profile based on the value of the match score.