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A comparison of Azure Emotion API’s performance with our max-reduction and aggregation techniques on a per-class basis shows that our algorithm can correctly label the majority of frames in every category except scared and angry, and our aggregation-based method outperforms the best of the three commercial emotion recognition APIs in every category.
