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Emotion modelling and classification

Lecture slides on emotions modelling and classification. This lecture cover in particular the creation (from scratch) of a working emotion classifier in Python. Covers topics like the circumplex model of emotions, the PAD model, action units, comparison of PCA/LDA + SVM/kNN for emotion recognition, the generation of emotions by robots, anthorpomorphism.

  • Target audience: MSc students
  • License: CC-BY-SA (ie, you can freely reuse this material, as long as you clearly mention Séverin Lemaignan as the original author. If you modify/augment these slides, you must share the modifications under the same license)
  • Link to the PDF slides

Screenshot 1 Screenshot 2 Screenshot 3 Screenshot 4

I recommend pdfpc to present these slides: a great PDF presentation tool, with support for embedded videos.

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Lecture on emotion classification and generation for human-robot interaction

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