Able to track - Githubissues

LapisRaider / Object-Human-Interaction

From a monocular video, generate 3D animation and models of humans and objects interactions

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Able to track #2

Closed LapisRaider closed 4 months ago

LapisRaider commented 4 months ago

Track interactable objects + humans through the frames

LapisRaider commented 4 months ago

Tried tracking through YOLOV8 only to realize according to the github issues, it is not very good with non-linear interpolation. Tracking with Yolov8 is also very inaccurate.

It keeps giving the wrong ids

LapisRaider commented 4 months ago

Used deepsort instead

LapisRaider commented 4 months ago

Deepsort does not seem to be very accurate, id keeps being changed. try different input video or parameters, if not have to switch to an alternative method

Probably a mix of object detector issue + tracking issue

LapisRaider commented 4 months ago

Adjusted values for deepsort so its a lot better, but still have times where it tracks wrongly or give the ID to the wrong person