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Fix version 0.2.0-dev3 and later

Mélodie Boillet requested to merge fix-dev3 into main

In this MR, version 0.2.0-dev3 (and later) is fixed:

  • We use DPIAdjusting transform as it is a key component when training on images of very different sizes
  • We compute the real mean and std values on the train set (we do not use default values from ImageNet = revert a5f7b5ab)
  • The padding is on the right and bottom of the image (= revert part of f57bc667 for now)
  • Two parameters files are created during training: one for training details (used to reproduce/continue the experiment), one for inference (that can be directly used by Arkindex DAN worker)
Edited by Mélodie Boillet

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