mmdetection-object-tracker
A lightweight script for performing Kalman filter based object tracking using MMDetection models.
MIT License
Stars
22
Instructions
- Install Norfair with
pip install norfair[video]. - Install MMDetection with
pip install torch mmcv-full mmdet. - Run
python demo.py <video file>. - Bonus: Use additional arguments
--model_path,--config_path,--img_scale,--conf_thres,--max_track_distance,--track_pointsas you wish.
Explanation
This example tracks objects using a single or double point per detection: the centroid or the two corners of the bounding boxes around objects returned by MMDetection Detector.