ねこでじ(Nekodigi)

Nekodigi’s diary

Programming, Art, Travel and etc...

Got the grand prize at the AI Competition organized by Olient Tech.

Summary

  • This AI Competition was operated by Olient Tech and funded by MEXT (government). I had known the founder since he was from the same college. Although it was primarily targeted at beginners, still an amazing opportunity to deepen my knowledge about image classification AI.

Key Features

  • No training using feature vectors directly.
  • High accuracy with the ViT feature extractor.
  • Extensive research and concisely summarized presentation.
  • Completely open source.
  • Efficient experimental framework using PyTorch.

Slide

The slides are currently only written in Japanese.
- Mid Presentation:

  • Final Presentation:

URLs

Source Code

  • Experimenting framework during the competition:

github.com

  • Refined version:

github.com

  • Web app applying this technology:

github.com

  • Docker source (Auxiliary):

github.com

Documents

cat-form-2c7.notion.site