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All Projects → ildoonet → Tf Adnet Tracking

ildoonet / Tf Adnet Tracking

Licence: gpl-3.0
Deep Object Tracking Implementation in Tensorflow for 'Action-Decision Networks for Visual Tracking with Deep Reinforcement Learning(CVPR 2017)'

Programming Languages

python
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Labels

deep-learningtensorflowcomputer-visionreinforcement-learningdeep-neural-networksconvolutional-neural-networkscnntrackingtrackerconvolutional-networks

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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

  • [x] Network Architecture

  • [ ] Training Code

    • [ ] Reproduce Paper Result

  • [x] Inference Code

    • [x] Converting Original Weights to Tensorflow

    • [x] Online Learning(finetuning)

    • [ ] Faster Inference

Run

OTB100 Dataset

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

References

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