infocom-tpo/PoseNet-Unity

Slow Performance

Opened this issue · 6 comments

usmankaiiz commented

I just noticed its really slow on the desktop.

is it possible if we can increase the frame rate?

mbotsu commented

Hi.
Implementation is single thread.
It is good to try multithreading to move efficiently.

Thank.

usmankaiiz commented

How can I achieve that?

mbotsu commented

It is easy to implement the StartCoroutine line with Thread.Task.
https://msdn.microsoft.com/library/system.threading.tasks.task(v=vs.110).aspx

In addition, it is recommended to replace frozen_model with a lightweight model.
You need to create a model using the converter located at the URL.
https://github.com/infocom-tpo/PoseNet-CoreML/blob/master/converter/convert.py

TayyabSuhail123 commented

Did anyone manage to improve its performance ?

JeremyLaumc commented

Could you please tell me Which method or class, should I use Thread.Task ?

TheBricktop commented

ml5.js posenet is much faster and it runs in a browser.