skeraton

Name	skeraton JSON
Version	0.1.0 JSON
	download
home_page	https://github.com/Yutsuro/skeleton-transformer-Keras
Summary	Keras implementation of skeleton transformer module
upload_time	2023-04-19 17:44:10
maintainer
docs_url	None
author	Yutsuro
requires_python
license	MIT
keywords	skeleton-transformer python keras action-recognition skeleton pose-estimation
VCS
bugtrack_url
requirements	No requirements were recorded.
Travis-CI	No Travis.
coveralls test coverage	No coveralls.

            # Skeleton Transformer in Keras



Keras implementation of "skeleton transformer module", which is mentioned in [Skeleton-based Action Recognition with Convolutional Neural Networks](https://arxiv.org/abs/1704.07595).



## Install



You can install this module from [PyPI](https://pypi.org/project/skeraton) as `skeraton`.



```sh

pip install skeraton

```



## How to use



### Module



#### skeraton.SkeletonTransformer



##### Parameters:



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)



##### Input:



**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:  

[https://github.com/Yutsuro/skeleton-transformer-Pytorch](https://github.com/Yutsuro/skeleton-transformer-Pytorch)

            

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