2024-12-10 07:14 AM
Good afternoon,
I want to upload a Machine Learning algorithm on the ISPU part of the LSM6DSO16IS. My alghoritm has to identify is the subject is stationary, walking or running. I used NanoEdgeAI Studio to develop the classification algorithm. By doing this I obtain these files, but don't the .ucf file, which is the file that I have to upload on the ISPU part of the sensor. By uploading this files on the Nucleo, it performs the classification correctly, but I want the classification to be done by the sensor. Which is the easyest way to obtain it starting from the files that I obtained?
Solved! Go to Solution.
2024-12-10 08:10 AM - edited 2024-12-10 08:11 AM
Hello @ChristianValota,
It seems you didn't select the ISPU as target in your project settings.
The ISPU is only available for anomaly detection in NanoEdge under the name ISM330ISN.
So, I don't think you can do your multiple classes classification...
You can look at this tutorial if you decide to do anomaly detection with the ISPU to understand how to deploy a model: https://wiki.st.com/stm32mcu/wiki/AI:NanoEdge_AI_Anomaly_Detection_library_for_ISPU
You may take a look to the Tool MEMS Studio instead: MEMS-Studio - Software solution for MEMS sensors with graphical no-code design of algorithms and development of embedded AI features - STMicroelectronics
(I never used it, so I am not sure)
Have a good day,
Julian
2024-12-10 08:10 AM - edited 2024-12-10 08:11 AM
Hello @ChristianValota,
It seems you didn't select the ISPU as target in your project settings.
The ISPU is only available for anomaly detection in NanoEdge under the name ISM330ISN.
So, I don't think you can do your multiple classes classification...
You can look at this tutorial if you decide to do anomaly detection with the ISPU to understand how to deploy a model: https://wiki.st.com/stm32mcu/wiki/AI:NanoEdge_AI_Anomaly_Detection_library_for_ISPU
You may take a look to the Tool MEMS Studio instead: MEMS-Studio - Software solution for MEMS sensors with graphical no-code design of algorithms and development of embedded AI features - STMicroelectronics
(I never used it, so I am not sure)
Have a good day,
Julian