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Action-Decision Networks for Visual Tracking with Deep Reinforcement Learning (CVPR 2017)
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README.md

ADNet-cvpr2017

Other implementations

Tensorflow: (tf-adnet) https://github.com/ildoonet/tf-adnet-tracking

News

  • Major bug fixes (31 Mar. 2018).
  • Training codes are uploaded (4 Sep, 2017).
  • Test codes are uploaded (15 July, 2017).

Citation

  @InProceedings{yun2017adnet,
  title={Action-Decision Networks for Visual Tracking with Deep Reinforcement Learning},
  author={Yun, Sangdoo and Choi, Jongwon and Yoo, Youngjoon and Yun, Kimin and Young Choi, Jin},
  booktitle={The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},  
  year={2017}
  }

Installation

  • This code is tested on Linux os (ubuntu 14.04) 64bit, MATLAB 2017a, and Cuda-8.0 with NVIDIA GTX 1080 TI.
  • Run adnet_compile.m to compile MatConvNet.

Run tracking

  • Run adnet_demo.m.
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