Face Arousal Valence

Analyzes the face arousal valence in a video stream. The event listener continuously gets the data in a JSON object as FaceAI analyzes the face arousal valence.

Method

To analyze face arousal valence in a video stream.

Method: EnxFaceAI.startFaceArousalValence(callback)

Parameter

• callback: Callback to know that processing request has been accepted.

Event Listener

• face-arousal-valence: This event notification is received repeatedly with the Face Arousal Valence report as a JSON object.

JSON Object: Received with Face Arousal Valence Analysis data.

{	output: {
		arousalvalence: {
			arousal: Number, 
			valence: Number,
			affects38 : { "Afraid": Number, "Amused": Number, .. },
			affects98 : { "Adventurous": Number, "Afraid": Number, .. },
			quadrant : String
		}
	}
}

Analysis Data Explanation

• output : Face Arousal Valence Report
  • arousalvalence : Filtered (smoothened) values.
    • arousal : Range 1.0 to 1.0. It represents the degree of engagement (positive arousal), or disengagement (negative arousal).
    • valence : Range -1.0 to 1.0. It represents the degree of pleasantness (positive valence), or unpleasantness (negative valence).
    • affects38 : An object containing the smoothened probabilities of the 38 affects in range [0.00, 1.00]: Afraid, Amused, Angry, Annoyed, Uncomfortable, Anxious, Apathetic, Astonished, Bored, Worried, Calm, Conceited, Contemplative, Content, Convinced, Delighted, Depressed, Determined, Disappointed, Discontented, Distressed, Embarrassed, Enraged, Excited, Feel Well, Frustrated, Happy, Hopeful, Impressed, Melancholic, Peaceful, Pensive, Pleased, Relaxed, Sad, Satisfied, Sleepy, Tired
    • affects98 : An object containing the smoothened probabilities of the 98 affects in range [0.00, 1.00]: Adventurous, Afraid, Alarmed, Ambitious, Amorous, Amused, Wavering, Angry, Annoyed, Anxious, Apathetic, Aroused, Ashamed, Worried, Astonished, At Ease, Attentive, Bellicose, Bitter, Bored, Calm, Compassionate, Conceited, Confident, Conscientious, Contemplative, Contemptuous, Content, Convinced, Courageous, Defient, Dejected, Delighted, Depressed, Desperate, Despondent, Determined, Disappointed, Discontented, Disgusted, Dissatisfied, Distressed, Distrustful, Doubtful, Droopy, Embarrassed, Enraged, Enthusiastic, Envious, Excited, Expectant, Feel Guilt, Feel Well, Feeling Superior, Friendly, Frustrated, Glad, Gloomy, Happy, Hateful, Hesitant, Hopeful, Hostile, Impatient, Impressed, Indignant, Insulted, Interested, Jealous, Joyous, Languid, Light Hearted, Loathing, Longing, Lusting, Melancholic, Miserable, Passionate, Peaceful, Pensive, Pleased, Polite, Relaxed, Reverent, Sad, Satisfied, Selfconfident, Serene, Serious, Sleepy, Solemn, Startled, Suspicious, Taken Aback, Tense, Tired, Triumphant, Uncomfortable
    • quadrant : A string representing one of the four quadrants in the cirumplex model of affect (“High Control”, “Obstructive”, “Low Control”, “Conductive”, or “Neutral”)

Diagrama: affects38

Diagrama: affects98

Diagrama: quadrant

Sample Code

// Start Face Arousal Valence
faceAI.startFaceArousalValence((res) => {
	if (res.result === 0) {
		window.addEventListener("face-arousal-valence", (evt) => {
			console.log(evt.detail, "face-arousal-valence");
		});
	}
});