Object Tracking using YOLOv4 and Deep SORT

YOLOv4 is a powerful object detector and Deep SORT is a technique to keep track of object in next frame.

Demo:

Installation:

pip install -m requirements.txt

Download pretrained models:

• YOLOv4: https://drive.google.com/open?id=1cewMfusmPjYWbrnuJRuKhPMwRe_b9PaT
• YOLOv4-tiny: https://github.com/AlexeyAB/darknet/releases/download/darknet_yolo_v4_pre/yolov4-tiny.weights

Run on your own video:

$ cd deep-sort/
$ python3 save_model.py
$ python3 object_tracker.py --video <path to video>

Check your result video in outputs folder.

If you want to run on your webcam:

$ python3 object_tracker.py --video 0