A comprehensive framework for detecting student engagement using per-frame features extracted by OpenFace (Action Units, head pose, gaze, blink metrics) and MediaPipe (facial point landmarks) with both classical ML (XGBoost, SVM, RF etc.) and deep-learning models (ResNet, EfficientNet, etc.).
Analysis of Elicited and Acted Emotional Expressions in PEDFE
A web-based decision-support system called HR Robot DSS.
A web-based decision-support system (interface) called HR Robot for emotion detection, analysis and interpretation.
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