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PCA on MPII Human Pose Dataset
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Ruben van de Ven 1837b7f661
Interactive graph using PC1 and PC2 		2 years ago
.python-version Interactive graph using PC1 and PC2 2 years ago
README.md Interactive graph using PC1 and PC2 2 years ago
poetry.lock Interactive graph using PC1 and PC2 2 years ago
pose_ordering.ipynb Interactive graph using PC1 and PC2 2 years ago
pyproject.toml Interactive graph using PC1 and PC2 2 years ago

README.md

About

Runs PCA on poses on MPII Human Pose Dataset. Inspired by Moretti & Impett's Totentanz (2017).

Pose extraction based on meghshukla.

Setup

Install dependencies:

poetry install
wget https://datasets.d2.mpi-inf.mpg.de/andriluka14cvpr/mpii_human_pose_v1_u12_2.zip
unzip mpii_human_pose_v1_u12_2.zip

To install jupyter kernel & run notebook:

poetry run ipython kernel install --user --name=mpii
poetry run jupyter notebook