Comments (5)
If the threshold for the association is too large. There is certainly a risk of objects being mixed up. Try a lower threshold.
from yolo_tracking.
Hi @mikel-brostrom, thanks for the reply. I am attaching my configurations.
tracker = OCSORT(det_thresh = 0.4,
max_age = 120,
min_hits = 3,
asso_threshold = 0.2,
delta_t = 3,
asso_func = "centroid",
use_byte = False)
The ID switching is still an issue. I tried keeping the asso_threshold
high as well as low.
from yolo_tracking.
Centroid-based association may be problematic if both objects are within each others association distances. There is no magic solution for this...
from yolo_tracking.
I do understand it can be problematic for objects that are within each other's association distances. Here is a case. Will this count as objects being within their association distances?
from yolo_tracking.
The performance of your object detector seems to be very poor. A lot of flickering is noticeable in the video. This is clearly not a problem mainly of the tracker but of the object detector.
from yolo_tracking.
Related Issues (20)
- Minimum number of hits quesiton HOT 2
- Question about Evaluation on First 10 Frames HOT 3
- How to increase the size of history_observations. HOT 2
- Why ReID improves HybridSORT performance HOT 4
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- tracking of HybridSORT when moving to the next part of the video HOT 1
- MASA: Matching Anything By Segmenting Anything (CVPR24) HOT 4
- IndexError Occurs When max_age is Set Above 60 HOT 1
- While using DeepOCSort algorithm failes with KeyError: 'last_measurement' HOT 6
- Change in motion of object and 1 missed det led to change in tracking ID. HOT 23
- What is the difference between the original ultralytics package and custom ultralytics package used in yolo-tracking
- BoT-SORT with YOLOv5 as detector. HOT 2
- How do I keep track in low frame rate video? HOT 1
- How can we calculate the FPS of each tracker? HOT 1
- Run Strong Sort Tracker on GPU HOT 3
- AttributeError: 'BYTETracker' object has no attribute 'reset' HOT 1
- What should I do when there is no detection HOT 5
- train a REID MODEL HOT 2
- How to combine ocsort and other algorithms you provide with yolov8? HOT 2
- StrongSORT plotting results HOT 4
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