Machine learning on imx6ull

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Machine learning on imx6ull

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prabhunath_gupt
Contributor II

Hi NXP team,

I want to run TensorFlow trained model on imx6ull based custom board for the anomaly detection. I have gone through the NXP website and found there is one "eIQ machine learning software" provided by the NXP, but this software is released for i.mx8 series, Could please suggest me the way to use the same software in imx6x series.

My system configuration as below

Yocto version: 2.2 Morty

Processor: i.MX6ull

RAM: 256 MB

eMMC: 4GB

Is there any other meta-layer available for Yocto Morty with i.mx6ull?

Is GPU is mandatory to run TensorFlow trained model on edge device?

Can I use i.mx6ull custom board for AI/ML related development or use another platform?

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andreamarson
Contributor II

Hi,

AFAIK, eiQ does not support i.MX6 SoC's yet.

However, I recently posted an article about using TensorFlow on i.MX6 SoC's:

SBCX-TN-005: Using TensorFlow to implement a Deep Learning image classifier based on Azure Custom Vi... 

Maybe it is useful for you to run TensorFlow Lite on the i.MX6ULL as well.

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2,253 Views
andreamarson
Contributor II

Hi,

AFAIK, eiQ does not support i.MX6 SoC's yet.

However, I recently posted an article about using TensorFlow on i.MX6 SoC's:

SBCX-TN-005: Using TensorFlow to implement a Deep Learning image classifier based on Azure Custom Vi... 

Maybe it is useful for you to run TensorFlow Lite on the i.MX6ULL as well.

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