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Author SHA1 Message Date
Debanjum Singh Solanky
d8abbc0552 Use XMP metadata in images to improve image search
- Details
  - The CLIP model can represent images, text in the same vector space

  - Enhance CLIP's image understanding by augmenting the plain image
    with it's text based metadata.
    Specifically with any subject, description XMP tags on the image

  - Improve results by combining plain image similarity score with
    metadata similarity scores for the highest ranked images

- Minor Fixes
  - Convert verbose to integer from bool in image_search.
    It's already passed as integer from the main program entrypoint

  - Process images with ".jpeg" extensions too
2021-09-16 08:55:20 -07:00