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The checkpoints folder is the v1 version of the model.

v1 model specs:

  • 54 countries, south korea a lot
  • Generally trained on 350 images per country, no transformations.
  • Super overfitted to training dataset.

v2 model specs:

  • Removed uganda
  • Added horizontal flipping, and some random zoom to the training phase.
  • Trained on approx 1000 images per country

To run on screen: poetry run python run.py --data data --model mode-v2

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