- [ ] Choose TensorFlow or PyTorch, not both, it is inconvenient. - [ ] Use some pre-trained models for siamese page detector. - [x] 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.