Error in Emotion_ferplus output labels

[anirudhacharya]

The labels mentioned in the models readme is this -
emotion_table = {'neutral':0, 'happiness':1, 'surprise':2, 'sadness':3, 'anger':4, 'disgust':5, 'fear':6, 'contempt':7}

It does not match with the labels mentioned in the dataset source
(0=Angry, 1=Disgust, 2=Fear, 3=Happy, 4=Sad, 5=Surprise, 6=Neutral)

Can this be clarified @ebarsoum

[ebarsoum]

@anirudhacharya for FER+ we relabeled the Kaggle dataset with more epople from crowd source and added Contempt. The new label is in https://github.com/Microsoft/FERPlus

[anirudhacharya]

@ebarsoum So I would be right in taking these as actual labels -
{'neutral':0, 'happiness':1, 'surprise':2, 'sadness':3, 'anger':4, 'disgust':5, 'fear':6, 'contempt':7}

And taking the output as activations which need to pass through a softmax function to get the probability distribution of the different emotions?

[mx-iao]

@anirudhacharya Yes, you will need to route the output of the model through a softmax function to get the probabilities across the 8 classes (this ferplus model uses the above 8 classes and not the original 7)