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Caffe for Knowledge-guided Deep Fractal Neural Networks for Human Pose Estimation

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Modified Caffe

This Caffe branch is a modified version of Caffe from Convolutional Pose Machine.

It is designed for Knowledge-Guided Deep Fractal Neural Networks for Human Pose Estimation

What's new?

  • Merged the latest caffe version with the CPM caffe, so that batch normalization layers are available.
  • Modified CPM Data Layer, such that the Data layer outputs transformed image data, annotation data, as well as injected features.

Citation

If you find the code and models useful, please cite the following paper: TMM 2017.

@article{ning2017knowledge, 
   author={G. Ning and Z. Zhang and Z. He}, 
 journal={IEEE Transactions on Multimedia}, 
 title={Knowledge-Guided Deep Fractal Neural Networks for Human Pose Estimation}, 
 year={2017}, 
 doi={10.1109/TMM.2017.2762010}, 
 ISSN={1520-9210}, }

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