CPM_PyLayer

This is the python implementation of the datalayer in Convolutional Pose Machines release

Environments

• Python2.7
• Opencv2.4.13
• Numpy
• IPython

Deitals

data_transformer.py is the implenentaiton like the data_transformer.cpp in the Convolutional Pose Machines release code. But something is difference:

• keep the method of data augmentation
• reduce some params
• remove the center map(if you want to detect mutli person, you can add it)

cpm_data.py shows how to use data_transformer.py in caffe.

util.py is the Visualization tools, produced by the Convolutional Pose Machines release

How to use

• Replace the data_dir to your dataset
• Refer the data format in example folder to generate your dataset

Cited Convolutional Pose Machine

@inproceedings{wei2016cpm,
    author = {Shih-En Wei and Varun Ramakrishna and Takeo Kanade and Yaser Sheikh},
    booktitle = {CVPR},
    title = {Convolutional pose machines},
    year = {2016}
}