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Display predictions during training

We need to develop a way to display predictions during training. The idea is to:

  • select 5 images from the validation set at random
  • at each validation step, keep the prediction from these 5 images
  • for each of them, use the TensorboardWriter to export a 3-plot figure (image + labels + prediction)

To display the text, you can either:

  • try things with matplotlib (place the text regularly etc...)
  • try to generate some clean HTML and render it with weasyprint
  • anything else?