Pose estimation code adapted from: Open MMLab: MMPose
Feature computation code adapted from: Chambers et al 2020
Score prediction code adapted from: auto-sklearn
Pipeline for predicting any score (e.g., clinical scores, sports performance scores) or other relevant variable from videos of moving humans of any age. Repository comprises:
- Pose estimation
- General timeseries pre-processing
- General kinematic feature computation
- Implementation of AutoSklearn
Source data for published figures located in ./source_data
Reference:
