Gait Analysis with DeepLabCut CSV

Описание: This is a Python-based tool for detailed analysis of animal behavior in videos, focusing on tests like open-field. It leverages modern pose-estimation data from DeepLabCut models to generate a data summaries and video dashboard that visualizes key metrics including posture dynamics, spatial exploration, and stride/gait analysis.

Originally inspired by stride-level analysis methods (Keith Sheppard, et al. 2022; doi: 10.1016/j.celrep.2021.110231), this toolkit is a flexible and powerful solution for researchers using custom DeepLabCut models, or SuperAnimal pose models, providing quantitative insights into stride details.

Gait Analysis Repo: https://github.com/farhanaugustine/Ga...

Other sources and reading materials:
1. Keith Sheppard et al., 2022. (https://doi.org/10.1016/j.celrep.2021...)
2. Milton Hildebrand, 1977. (https://originalwisdom.com/wp-content...)
3. DeepLabCut Model Zoo for SuperAnimal Models: https://deeplabcut.github.io/DeepLabC...