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Is my STM32H573 AI model deployment procedure correct?

yongjin
Associate

Hello. I am a newbie who is experiencing embedded.

I recently got the stm32h573i-dk board and I am trying to upload an AI inference model to the board. The inference model is a simple test model that predicts the XOR value.

I created a project in STM32CubeIDE using ST Edge AI Developer Cloud and tested the basic user_led and UART communication. Then, I expanded x-cube-ai to create network.c and network.h files, but I confirmed that many errors occurred.

I am not writing this article to find a way to solve the errors. I just wanted to check if the procedure for applying the AI ​​model to the stm32h5 board is correct. I would like to get a simple comment if this is the right way to proceed or if there is something I missed.

They say that you can see as much as you know, but I am a newbie, so I don't know what to ask. If there is any study material on how to apply the AI ​​model to the stm32h5 board, please recommend it.

This article was written with the help of a translator, so I'm not sure if the content will be conveyed well. Thank you!

1 ACCEPTED SOLUTION

Accepted Solutions
hamitiya
ST Employee

Hello @yongjin 

If you used the project generated from ST Edge AI Developer Cloud, it should run out of the box with your model. You can then update network.c/h and network_data.c/h.

 

STM32H5 Series is pretty similar to STM32H7 or STM32F7, you should not encounter any issue if you find documentation for these platforms.

 

You can find documentation here:

Getting started with X-CUBE-AI Expansion Package for Artificial Intelligence (AI) - User manual

- AI:X-CUBE-AI documentation - stm32mcu

 

Hope it helps.

Best regards,

Yanis


In order to give better visibility on the answered topics, please click on 'Accept as Solution' on the reply which solved your issue or answered your question.

View solution in original post

2 REPLIES 2
hamitiya
ST Employee

Hello @yongjin 

If you used the project generated from ST Edge AI Developer Cloud, it should run out of the box with your model. You can then update network.c/h and network_data.c/h.

 

STM32H5 Series is pretty similar to STM32H7 or STM32F7, you should not encounter any issue if you find documentation for these platforms.

 

You can find documentation here:

Getting started with X-CUBE-AI Expansion Package for Artificial Intelligence (AI) - User manual

- AI:X-CUBE-AI documentation - stm32mcu

 

Hope it helps.

Best regards,

Yanis


In order to give better visibility on the answered topics, please click on 'Accept as Solution' on the reply which solved your issue or answered your question.

thank you I think it will be of great help to me.

I hope today is filled with only good things.