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Improve architecture #6

@xbankov

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@xbankov
  • Choose TensorFlow or PyTorch, not both, it is inconvenient.
  • Use some pre-trained models for siamese page detector.
  • Rewrite fastai1 to fastai2 or even better use basic PyTorch for semantic segmentation screen detector.
  • Successor to VGG16, e.g. xResNet features could be used as a page detector.
  • Train GAN for screen to slide restoration translation.

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