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Algorithm:
ByteTrack
SORT
DeepSORT
IoU Tracker
Centroid Tracker
Confidence Filter
0%
100%
70%
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ByteTrack Parameters
High Confidence Threshold
60%
Detections above this confidence are prioritized for first-stage matching. Higher values = more selective.
Low Confidence Threshold
30%
Minimum confidence for second-stage matching. Helps recover temporarily low-confidence detections of existing tracks.
New Track Threshold
70%
Minimum confidence required to start tracking a new object. Higher values prevent false positives from creating tracks.
Match Threshold (IoU)
0.80
Minimum Intersection-over-Union to match a detection to an existing track. Higher values = stricter matching (0.0-1.0).
Max Age (frames)
30
Number of frames a track can persist without a matched detection before being deleted. Higher = more tolerant of occlusion.
Minimum Hits
3
Number of consecutive detections required before a track is confirmed and displayed. Higher = fewer false positives.
SORT Parameters
IoU Threshold
0.30
Minimum Intersection-over-Union for matching detections to tracks. Higher values = stricter matching.
Max Age (frames)
1
Number of frames a track can exist without a match. SORT uses short max age for fast recovery.
Minimum Hits
3
Number of consecutive detections required before displaying a track. Reduces false positives.
DeepSORT Parameters
IoU Threshold
0.30
Minimum IoU for spatial matching after appearance matching.
Max Cosine Distance
0.20
Maximum appearance feature distance for matching. Lower = more strict appearance matching.
Max Age (frames)
30
Frames a track persists without detection. DeepSORT uses long max age for occlusion handling.
Minimum Hits
3
Consecutive detections needed before confirming a track.
NN Budget
100
Maximum number of appearance features to store per track. Higher = more memory but better matching.
IoU Tracker Parameters
IoU Threshold
0.30
Minimum overlap for matching. Simple frame-to-frame matching without motion prediction.
Max Age (frames)
5
Frames without detection before track deletion. Use low values for simple tracking.
Minimum Hits
1
Detections needed to confirm track. IoU tracker often uses 1 for immediate response.
Centroid Tracker Parameters
Max Distance
0.10
Maximum normalized Euclidean distance between centroids for matching (0.0-1.0).
Max Disappeared (frames)
5
Number of frames an object can be missing before being deregistered.
Initializing...
Inference:
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Provider:
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Detections:
0
Model:
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