/skopus-mot

Multi-object tracker

Primary LanguagePython

Multi-object trackers (SORT/Kalman vs scipy.spatial.distance)

Test of two different multi-object trackers:

  • SORT/Kalman filter, with cross-line counting (with moving directions)
  • Scipy spatial distance meter, with counting-by-tracking

Comparative testing done with YOLOv3/YOLOv2/TinyYOLO.

Cross-line counter (YOLOv3):

Download YOLO weights and COCO dataset labels

https://raw.githubusercontent.com/pjreddie/darknet/master/cfg/yolov3.cfg

https://pjreddie.com/media/files/yolov3.weights

https://raw.githubusercontent.com/pjreddie/darknet/master/data/coco.names