Emotion Class Label Mapping And Interpretation

image-classification model by undefined. 6,04,041 downloads.

Unique: Uses standard Ekman-based emotion taxonomy (6 basic emotions + neutral) with softmax normalization, ensuring confidence scores are interpretable as class probabilities. Supports both single-label (argmax) and multi-label (threshold-based) interpretation modes.

vs others: Standard emotion taxonomy is well-validated in psychology literature and enables comparison with other emotion detection systems. Softmax normalization provides calibrated probabilities suitable for threshold-based filtering or ranking.