This code implements the Moving Poselet model described in the following paper:

L. Tao and R. Vidal. Moving Poselets: A Discriminative and Interpretable Skeletal Motion Representation for Action Recognition. In ChaLearn Looking at People Workshop 2015, 2015.

To run the experiments, install [Keras 1.0 version] (http://keras.io/) following the instructions [here] (http://keras.io/#installation) and run the following command:

Use CPU:

python moving_poselet_exp.py DATASET NB_MOVING_POSELET_PER_PART TEMPORAL_PYRAMID_LAYER

e.g.

python moving_poselet_exp.py MSRDaily 50 3
python moving_poselet_exp.py MSR3D 50 1

Use GPU

THEANO_FLAGS=mode=FAST_RUN,device=gpu,floatX=float32 python moving_poselet_exp.py MSRDaily 50 3

To see other parameter options, run

python moving_poselet_exp.py -h