r/mpii
1
0
Fork 0
Code Issues Pull requests Projects Releases Wiki Activity
PCA on MPII Human Pose Dataset
1 commit 1 branch 0 tags 687 KiB
Jupyter Notebook 100%
Find a file
Ruben van de Ven 1837b7f661 Interactive graph using PC1 and PC2
2021-04-13 17:32:51 +02:00
.python-version Interactive graph using PC1 and PC2 2021-04-13 17:32:51 +02:00
poetry.lock Interactive graph using PC1 and PC2 2021-04-13 17:32:51 +02:00
pose_ordering.ipynb Interactive graph using PC1 and PC2 2021-04-13 17:32:51 +02:00
pyproject.toml Interactive graph using PC1 and PC2 2021-04-13 17:32:51 +02:00
README.md Interactive graph using PC1 and PC2 2021-04-13 17:32:51 +02:00

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