The meaning of this project follows from the name. The user sends us an endgame position image of the Go game, and we tell him who is the loser and winner.
You can get more information about the project and "production pipeline" from the demo/presentation/presentation.pdf.
You can check "production model" with the Flask app (app/app.py) or with the API (api/api.py). Weights of the production model are stored in the github release.
Endgame positions of the Go game (created with sgf2png utility [1]):
https://www.kaggle.com/roykoandriy/endgame-positions-on-go-game
Go apps backgrounds:
https://www.kaggle.com/roykoandriy/go-apps-backgrounds
[1] Julian Andrews, SGF Render. Link: https://github.com/julianandrews/sgf-render