Deep Object Tracking Implementation in Tensorflow for 'Action-Decision Networks for Visual Tracking with Deep Reinforcement Learning(CVPR 2017)'
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README.md

tf-adnet

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

GIF Description
freeman1_180202 OTB100 Dataset Freeman1.
  • 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)

    • Faster Inference

Run

OTB100 Dataset

$ python runner.py by_dataset  --vid-path=./data/freeman1/

References