Failing with face landmarks data preparation

fastai fastai dev
5

With the data augmentation, it’s very likely you’re losing points because they fall off the picture. You either need to:

  1. use less data augmentaiton
  2. use the option remove_out=False in ImagePoints (to not remove them), beware that you will have targets outside of -1,1, so adapt the scaling of your last layer accordingly.
  3. pad your inputs to deal with those missing points
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