/TCNActionRecognition

Skeleton based action recognition models with TCN variants for learning interpretable representation.

Primary LanguagePython

Res-TCN for NTURGBD Skeletons dataset

Skeleton based action recognition models with TCN variants for learning interpretable representation.

Articles

BNMW CVPR2017 paper: https://128.84.21.199/abs/1704.04516v1

Code

  • IMPORTANT: Since the original code release, Keras version has updated. New Keras compatible code with a few minor bug fixes is included under updates/ directory.
  • train.py: Contains the keras training routine.
  • Models.py: Contains different variants of Res-TCN
  • process_skeleton.py: Contains routines for reading in NTURGBD skeleton dataset. This reads in the raw files and creates train/test LMDB files.