Envision Bootcamp 2021 Coding Modules

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Intro Envision Toolbox

Modules

Acoustics

• Amplitude Envelope Extraction (R)

Motion tracking

Video Motion Tracking General Overview

• Single body tracking with MediaPipe (python)

• Processing output for 3D single person full-body tracking with FrankMocap

• Top-view (multi-)hand tracking with MediaPipe (python)

• Multi body tracking with OpenPose (python)

• Face tracking with OpenFace (python)

Video Processing

• Annotation-based Automatic Clipping of Video into Multiple Videos (Python)

Data wrangling

• Selecting, smoothing, and deriving measures from motion tracking, and merging with acoustics and annotations (R)

• Linking multi-hand mediapipe top-view tracking (Python)

Analyses

• OpenFace Analysis (python)

• Analysis Kinematic Features (python)

• Gesture networks Module 1 (R)

• Gesture networks Module 2 (R): Applications for team dynamics

• Turntaking (Python)