tf-adnet

Tensorflow Implementation of 'Action-Decision Networks for Visual Tracking with Deep Reinforcement Learning(CVPR 2017)'

GIF	Description
	tracking

• Green : Ground Truth, Blue : ADNet-Fast Tracking Result

Implementations

• Network Architecture

• Training Code

  • Reproduce Paper Result

• Inference Code

  • Converting Original Weights to Tensorflow

  • Online Learning(finetuning)

Run

OTB100 Dataset

$ python experiment.py 

References

• Action-Decision Networks for Visual Tracking with Deep Reinforcement Learning (CVPR201) : http://openaccess.thecvf.com/content_cvpr_2017/papers/Yun_Action-Decision_Networks_for_CVPR_2017_paper.pdf
• ADNet Implmentation in Matlab : https://github.com/hellbell/ADNet/