A Python library for post-analysis of SLEAP* pose estimation. TadPose was developed with the Sweeney and Novarino lab at ISTA (Austria). To use TadPose, the original movie and SLEAP .h5 analysis file is required.
- Alignment of animals into ego-centric views
- Convenient access of original and aligned body-part locations
- Stride and gait analysis
- Image warping into ego-centric views
- Feature computations such as speed, acceleration and angles
To install the latest version from repositories master branch
pip install git+https://github.com/sommerc/tadpose.git
This requires git to be installed.
For this gait example, download and extract a SLEAP processed example video.
For details on the stride metrics see (Sheppard et al., 2022)
And follow steps in example notebook