Synchronization for multi-person

perfanalytics / pose2sim

Markerless kinematics with any cameras — From 2D Pose estimation to 3D OpenSim motion

https://perfanalytics.github.io/pose2sim/

BSD 3-Clause "New" or "Revised" License

270 stars 50 forks source link

Synchronization for multi-person #135

Closed hunminkim98 closed 1 month ago

hunminkim98 commented 1 month ago

Hello, Dr. David,

I have modified the synchronization.py script to handle multi-person scenarios. I aimed to keep the modifications as clear and simple as possible, hopefully.

I have tested the script with the following cases:

Demo
A person who was initially detected but is no longer in the scene (and vice versa)
A large number of people in the scene

Thank you for taking the time to read this!

https://github.com/user-attachments/assets/9d6e4f6a-3d96-458f-a727-8f8c2b8a008d

https://github.com/user-attachments/assets/f844eb42-c5ea-4a76-9659-eae0db0f57d9

davidpagnon commented 1 month ago

Thank you very much @hunminkim98, this works very well and is quite convenient!

I made a few edits, not many at all this time!

Updated Readme.md
Supports running on image sequences instead of videos
Defaulting to person zero if the window is closed without selecting anyone

Warning: synchronization is not tested with github actions in multiperson mode (it requires a screen and we don't have any)

hunminkim98 commented 1 month ago

Thank you for taking the time to merge! I’m very happy to continue contributing to Pose2Sim :) And I truly appreciate your constant consideration of my work. Thank you very much once again!