Software to implement tiny ML on ISPU based IMUs ( LSM6DSO16IS )

[Amith_lal]

Which software is best to do tiny ML and other algorithm for ISPU ?

How can we implement our model in to it ?

How can we create our model ?

[Federica Bossi]

Hi @Amith_lal ,

Here on the community you can find two knowledge base articles about ISPU:

• https://community.st.com/t5/mems-and-sensors/how-to-implement-in-sensor-inclination-monitoring-with-ism330is/ta-p/583895
• https://community.st.com/t5/mems-and-sensors/how-to-implement-in-sensor-vibration-monitoring-with-ism330is/ta-p/572988

Let me know if they are helpful.

[Amith_lal]

I was asking about how to implement our trained model in to ISPU ? which tool should I use?

[Federica Bossi]

Hi @Amith_lal ,

if you do not yet have an AI model you could use NanoEdge AI + CubeIDE following the examples here.

Otherwise, if you already have an AI model you could use STM32CubeMx.

[Amith_lal]

Can NanoEdge AI only do anomaly detection ?

[Federica Bossi]

Hi @Amith_lal ,

Yes, only anomaly detection.