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AU_Labels are binary or intensity? #22

@HOMGH

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@HOMGH

Hi, Thanks for sharing the repo.
I want to train a model from scratch on the DISFA dataset. I have downloaded the dataset, which contains AU intensity values per frame in the AU_Labels folder. As part of data preprocessing, we need to feed these labels into dataset_process.py, which outputs two files:

  1. A file containing train/test/validation paths.
  2. A label file with values 0, 1, and -1, which is then used to generate the AU class weights.

My question is: Since the generated label file contains only 0, 1, and -1, does this mean we are using these binary values instead of the original AU intensity values (ranging from 0 to 5) for training the model?

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