Poor fps in android.

[acttoz]

Average fps is 14fps.
And It falls lower over times.
It is also confirmed in the latest smartphones in the published sample version.
According to the profiler, the cpu usage of the script is taking up almost the whole.
Is there any way to improve it?

[olokobayusuf]

Hey @acttoz what model are you running?

[acttoz]

I am running Movenet.

[acttoz]

Logcat show like this at time of poor fps.

[acttoz]

Could it be related to this part?
Maybe it related, how can I reduce photo size?

[olokobayusuf]

@acttoz , can you try MoveNet Multipose? In my testing, the performance seems to be slightly better than MoveNet.

I'm closing this issue because the performance of a model on a device depends on how well the device is able to accelerate machine learning. Android devices have been slow to catch up, with only the high-end devices having a dedicated chip for ML. On iOS devices for example, ML performance is typically much higher because of the dedicated Neural Engine chip. Ultimately, this is not something we control. We expect it to get better over time as more device manufacturers are adding hardware support for machine learning.