Training on difficult to classify individuals


#1

If specific people make abnormal facial expressions that emotion AI struggles to classify correctly (but they remain consistent with these expressions), is there any way to train emotion AI on that individual to essentially rewire his specific reactions to different emotions?


#2

Not sure about training, but have you considered using the individual expressions instead of the computed emotions?

https://developer.affectiva.com/metrics/

https://developer.affectiva.com/mapping-expressions-to-emotions/

For example, looking at smile instead of joy, and looking at brow raise instead of surprise.

If that’s not helpful, can you give some examples?