Collection of object-tracker projects of hot topics, with opencv and deep learning (on some projects).
(The code comments using here is chinese)
- 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
The implemetation of object-movemnt-tracking based on color (green in this example).
A project can tracking and counting faces in real time, can be seen as a paramount to build a Person-Counter. .
Apply detection only once and then track it in every subsequent frame, leading to faster tracking pipline.
(Using functions provided by OpenCV)