I'm having some trouble understanding how switches are counted for the MOTA score.
Let's say I have a bunch of bounding boxes with both ground truth ids as well as a tracking id associated to them. Meaning, tracking has been done on the ground truth boxes without any detections, for example with simple centroid tracking.
If I had to count the number of switches, would I:
Follow along each ground truth path and count how many times the associated track id switches?
FRAME GT ID TRACK ID
1 GA T1
2 GA T1
3 GA T1
4 GA T2
5 GA T1
Which in the above example would be 2.
Or, would I:
Follow along each track path and count how many times the associated ground truth id switches? In which case, the above would not give any switches:
FRAME GT ID TRACK ID
1 GA T1
2 GA T1
3 GA T1
5 GA T1
Associated question:
If bounding boxes for two ground truth tracks, separated by some empty frames, are all given a single track ID, is this an error? Since there are no switches in each ground truth track individually, but the track ID has been used for several ground truth tracks.
I have some data in the described format, but I struggle to manually count the same number of switches as is output from the py-motmetrics.
I'm having some trouble understanding how switches are counted for the MOTA score.
Let's say I have a bunch of bounding boxes with both ground truth ids as well as a tracking id associated to them. Meaning, tracking has been done on the ground truth boxes without any detections, for example with simple centroid tracking.
If I had to count the number of switches, would I:
Follow along each ground truth path and count how many times the associated track id switches?
FRAME GT ID TRACK ID 1 GA T1 2 GA T1
3 GA T1 4 GA T2 5 GA T1
Which in the above example would be 2.
Or, would I:
Follow along each track path and count how many times the associated ground truth id switches? In which case, the above would not give any switches:
FRAME GT ID TRACK ID 1 GA T1 2 GA T1
3 GA T1 5 GA T1
Associated question: If bounding boxes for two ground truth tracks, separated by some empty frames, are all given a single track ID, is this an error? Since there are no switches in each ground truth track individually, but the track ID has been used for several ground truth tracks.
I have some data in the described format, but I struggle to manually count the same number of switches as is output from the py-motmetrics.