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Object-tracker-collection-Opencv-DeepLearning

Collection of object-tracker projects of hot topics, with opencv and deep learning (on some projects).
(The code comments using here is chinese)


requirements

  • python3
  • opencv (version 3.4 or above is better): pip install opencv-python
  • imutils: pip install imutils
  • opencv-contrib: (for Faster-object-tracker-with-opencv-constructor, see installation here)
  • scipy

object-tracker-based-on-color

The implemetation of object-movemnt-tracking based on color (green in this example).

result


Face-centroids-track-and-counter

A project can tracking and counting faces in real time, can be seen as a paramount to build a Person-Counter. .

result


Faster-object-tracker-with-opencv-constructor

Apply detection only once and then track it in every subsequent frame, leading to faster tracking pipline.
(Using functions provided by OpenCV)

result