Adaptation of the notebook from https://www.kaggle.com/code/kmader/mocap-with-asf-amc/notebook relying on the code in https://github.com/CalciferZh/AMCParser/ for parsing the asf/amc data in the CMU Mocap.
Additionally the data is pre-processed based on [1] (appendix A.3).
Reference
[1] H. Jaeger, “Using Conceptors to Manage Neural Long-Term Memories for Temporal Patterns,” Journal of Machine Learning Research, vol. 18, no. 13, pp. 1–43, 2017.
The code for using the data and displaying the data is in skeleton.py and is illustrated in the notebook loadDisplay.ipynb.
Information about the format ASF/AMC at:
- M. Muller, T. Roder, M. Clausen, B. Eberhardt, B. Kruger, and A. Weber, “Documentation Mocap Database HDM05”
- https://research.cs.wisc.edu/graphics/Courses/cs-838-1999/Jeff/ASF-AMC.html