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licksylick / AutoTrackAnything

AutoTrackAnything is a universal, flexible and interactive tool for insane automatic object tracking over thousands of frames. It is developed upon XMem, Yolov8 and MobileSAM (Segment Anything), can track anything which detect Yolov8.
MIT License
71 stars 9 forks source link

How does ReID work in your project? #3

Closed RunsenXu closed 4 months ago

RunsenXu commented 6 months ago

Hi,

Thank you for this great project! I wonder how did your project handle ReID, i.e., re-tracking the object out of frame? Can it handle re-tracking an object being out of frame for a long time?

HAFDIAHMED commented 5 months ago

Hi,

Thank you for this great project! I wonder how did your project handle ReID, i.e., re-tracking the object out of frame? Can it handle re-tracking an object being out of frame for a long time? I have the same question

HAFDIAHMED commented 5 months ago

Up

licksylick commented 4 months ago

Hello! Thank you for your interest in AutoTrackAnything. Each situation is unique, so I cannot guarantee performance in all cases. In my case, an object could disappear from the frame for up to a minute, but then was correctly re-identified. I think you need to check this out for yourself. Also you can check original article https://arxiv.org/pdf/2207.07115