Automated facial affect recognition is crucial to multiple domains (e.g., health, education, entertainment). Commercial tools are available but costly and of unknown validity. Open-source ones [1] lack user-friendly GUI for use by non-programmers. For both types, evidence of domain transfer and options for retraining for use in new domains typically are lacking.
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Ertuğrul et al. (2019) studied this question.
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