/photo_mosaic

Primary LanguageRust

photo_mosaic

A toy project in Rust to generate Photo Mosaic.

Project Components

  • data: photos .png
  • data representation
    • a) average pixel value per channel
    • b) feature extraction via MobileNet-v2 ..?
  • nearest neighbor search
    • Faiss
  • output: generated image in png

core functions

  1. build DB with ingredient pngs & generate feature vectors
  2. build Faiss Index
  3. find the nearest image for each small patch of the source image
  4. generate photo mosaic with the search results