ADNet-tensorflow

• ADNet implemented by Tensorflow

• I implement it almost same with original flows.

• If fact, the authors's code is something wrong. it is not same with his paper. So i think it is nearly upper-bound performance util the author upload right codes

Implements performance

• Environments : Intel® Core™ i7-7700 CPU @ 3.60GHz × 8, GeForce GTX 1070

• Prec. (20px) : (Paper : 85.1) (this code : 79.38)

• IOU(AUC) : (Paper : 0.635) (this code : 0.601)

• FPS : (Paper : 15FPS) (this code : 19FPS)

requirement

• Tensorflow

• Scipy

• OpenCV

Run

$ python tracker.py

Example

References

• Action-Decision Networks for Visual Tracking with Deep Reinforcement Learning (CVPR2017) : 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/