Bag of Tricks for Domain Adaptive Multi-Object Tracking. (arXiv:2205.15609v1 [cs.CV])

In this paper, SIA_Track is presented which is developed by a research team
from SI Analytics. The proposed method was built from pre-existing detector and
tracker under the tracking-by-detection paradigm. The tracker we used is an
online tracker that merely links newly received detections with existing
tracks. The core part of our method is training procedure of the object
detector where synthetic and unlabeled real data were only used for training.
To maximize the performance on real data, we first …

arxiv bag cv tracking tricks