sort: Simple Online and Realtime Tracking

September 2019

tl;dr: detection results (bbox) tracking with kalman filter and Hungarian algorithm.

Overall impression

Classical methods for tracking reaches SOTA with faster RCNN. The performance gain is mainly from improved detection results.

The code is at this github repo.

Key ideas

Technical details