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2D and 3D Monocular Pose-Estimation on AcinoSet

This is the repository of my research into the use of monocular pose-estimation technologies in estimating and tracking the pose of a cheetah. The repository is forked from Open MMLab-MMPose.

The Jupyter Notebook used in developing object detection models is similarly forked from Open MMLab-MMDetection, and can be found here.

The Jupyter Notebook file, AnimalPose.ipynb, contains all project-specific code. Function definitions (including MMPose function adaptations) can be found in setup_env.py.

Config files for 2D pose-estimation are located here.

Config files for temporal pose-lifting are located here.

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OpenMMLab Pose Estimation Toolbox and Benchmark: Animal Pose

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  • Python 86.7%
  • Jupyter Notebook 13.2%
  • Other 0.1%