BoxMOT gives you one CLI and one Python API for running modern multi-object tracking workflows. It covers direct tracking, cached benchmark evaluation, tuning, research loops, and ReID export without forcing you to rebuild the detector and tracker stack for each experiment. Docs • Installation •. Multi-object tracking (MOT) is one of the most important problems in computer vision and a key component of any vision-based perception system used in advanced autonomous mobile robotics. Therefore, its implementation on low-power and real-time embedded platforms is highly desirable. It uses data from sensors to estimate the states of surrounding objects and associate them with those seen previously. For instance, air traffic control systems track aircraft using.