Certain aspects relate to systems and techniques for image metadata enrichment. Image metadata enrichment can be accomplished by taking a variety of structured and unstructured data associated with an image and integrating some or all of the structured and unstructured data into the metadata of the image. The enriched image metadata renders the image capable of being placed against other leveraging technologies, for example searching and feature-based sorting.