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Datasets

Downloading Datasets

  • FER2013 can be downloaded on Kaggle
  • CK+ can be downloaded from CMU
  • JAFFE can be downloaded from zenodo

Format / Directory Structure

Because of the way Keras' flow_from_directory() function works, our code expects all images to live in the following folder structure. However, they can be in any format and resolution, as they will automatically be resized and recolored to fit as input to our models.

$ ls -1
0 angry
1 disgust
2 fear
3 happy
4 sad
5 surprise
6 neutral

Preprocessing datasets

The Jupyter notebooks here can be used to preprocess the datasets into the format our code expects.