Writing an Image Search Engine from Scratch [Japanese]

Yusuke Matsui


Overview

  • This page contains materials on a one-hour hands-on seminar, "Writing an Image Search Engine from Scratch".
  • A simple image-based image search engine, sis, is introduced. You can try a demo.
  • Sis is based on a Flask framework with Keras. Each image is represented by a 4096D fc6 feature using a pre-trained VGG16 network.
  • Sis has just 62 lines (python) + 24 lines (html).

Links

BibTeX

@misc{sis,
    author = {Yusuke Matsui},
    title = {Sis: Simple Image Search Engine},
    howpublished = {\url{https://github.com/matsui528/sis}}
}