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Poor fps in android. about natml-unity HOT 5 CLOSED

acttoz avatar acttoz commented on August 26, 2024
Poor fps in android.

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Comments (5)

olokobayusuf avatar olokobayusuf commented on August 26, 2024

Hey @acttoz what model are you running?

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acttoz avatar acttoz commented on August 26, 2024

I am running Movenet.

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acttoz avatar acttoz commented on August 26, 2024

Logcat show like this at time of poor fps.
image

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acttoz avatar acttoz commented on August 26, 2024

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

image

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olokobayusuf avatar olokobayusuf commented on August 26, 2024

@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.

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