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Detectron2 example

Simplest possible example of tracking. Based on Detectron2.

Instructions

Assuming Norfair is installed:

  1. Install Norfair with pip install norfair[video].
  2. Follow the instructions to install Detectron2.
  3. Run python detectron2_cars.py. For the demo, we are using this traffic footage.

Explanation

This example tracks objects using a single point per detection: the centroid of the bounding boxes returned by Detectron2.

Norfair Detectron2 demo