Best approach for head nod detection using facial landmarks data

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  • OpenFace

    OpenFace – a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.

    • I am currently working on a project which investigates the features of people's faces during conversations. One of the features I am tasked with trying to understand is implementing some form of nod detection. All my data comes from using facial landmark data captured using OpenFace. The output of this is a .csv file which contains details of landmarks at each frame of the input video.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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