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Python implements a tracking pipeline of Scale Adaptive Mean-Shift method

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implementation Robust scale-adaptive mean-shift for tracking Papers

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Implementations


This Python code implements a tracking pipeline of Scale Adaptive Mean-Shift method.


TODOS

- use histMeanShiftAnisotropicScale
- compare with DAT

References

  • ASMS color tracker
  1. Tomas Vojir, Jana Noskova and Jiri Matas, “Robust scale-adaptive mean-shift for tracking“. Pattern Recognition Letters 2014.
  2. Vojir C++ implementation
  3. VOT2016 Dataset

Setup and Run

Environment

  • python 3.6
  • opencv-python 0.3.1
  • fire

Setup

$ pip install -r requirements.txt

Command

$ python run_color_tracker.py train folder_name

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Python implements a tracking pipeline of Scale Adaptive Mean-Shift method

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