search

Zhongdao / UniTrack

[NeurIPS'21] Unified tracking framework with a single appearance model. It supports Single Object Tracking (SOT), Video Object Segmentation (VOS), Multi-Object Tracking (MOT), Multi-Object Tracking and Segmentation (MOTS), Pose Tracking, Video Instance Segmentation (VIS), and class-agnostic MOT (e.g. TAO dataset).
MIT License
334 stars 35 forks source link

What is the UniTrack Pose FPS in Realtime? #16

Closed LeeJeongHwi closed 2 years ago

LeeJeongHwi commented 2 years ago

Hello! I'm trying to use the Pose in realtime, but I have a Question What's the Realtime FPS of Pose(LightTrack) in README example? if it is not implemented realtime, please can you tell me expected FPS?

pevoni commented 2 years ago

Hi Lee Jeong Hwi! Hope all is well with you. Please email me at nikitastarovzz@gmail.com

I would really appreciate that. Thanks for your time.

Zhongdao commented 2 years ago

Hi @LeeJeongHwi， According to my test, UniTrack runs at about 20-30 FPS depending on the number of targets appeared. Note this time counts for tracking only, excluding the time of pose estimation.
Regarding LightTrack, the run speed is about 40+ FPS.

LeeJeongHwi commented 2 years ago

Thank you for comment!