## About

Runs PCA on poses on MPII Human Pose Dataset. Inspired by [Moretti & Impett's Totentanz (2017)](https://newleftreview.org/issues/ii107/articles/franco-moretti-leonardo-impett-totentanz).

Pose extraction based on [meghshukla](http://github.com/meghshukla/MPII-Human-Pose-Visualization).

## 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:

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