Data

In this folder you can find all processing that has been done to our datasets. Our processed sets can be found in our Onedrive. For acces to this onedrive you can request access by mailing to [e-mail]

Installation

If you want to prepare the data yourself you need to download the files from their source.

FerPlus

You can download the Fer2013 dataset here. In order to use the FerPlus dataset you must download the FerPlus labels and overwrite the Fer2013 labels with these.

If you have downloaded all data you can run this notebook to merge the two dataframes into one frame and analyse, process and prepare the data for our model. For all functions that the notebook is using you need the ferPlus_functions.py file containing ferPlus functions only, and the general_definitions.py file consisting of all functions that are needed in the FerPlus and the AffectNet processing.

AffectNet

In order to download the AffectNet dataset you have to get permission in front. You can request access here.

If you have downloaded the tar files from the source you can run this notebook to merge the two dataframes into one frame and to analyse, process and prepare the data for our model. For all functions that the notebook is using you need the affectNet_functions.py file consisting of all AffectNet functions, and the general_definitions.py file consisting of all functions that are needed in the FerPlus and the AffectNet processing.