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Keras implementation of skeleton transformer module

Project description

Skeleton Transformer in Keras

Keras implementation of "skeleton transformer module", which is mentioned in Skeleton-based Action Recognition with Convolutional Neural Networks.


You can install this module from PyPI as skeraton.

pip install skeraton

How to use




All parameters are required.

timesteps: Timesteps of input time-series data (equal to number of frames, mentioned as 'T' in the paper)

kpts_dim: Dimentions of keypoints (usually 2 (x, y) or 3 (x, y, z))

output_dim: Dimentions of output (mentioned as 'M' in the paper)


x: 3-dimentional tensor of shape (batchsize, timesteps, kpts_dim*N) where N is number of joints

Pytorch implementation

We also have Pytorch implementation of this module:

Project details

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