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Associate III
November 20, 2025
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Stm32n6570 DK board with AI application

  • November 20, 2025
  • 1 reply
  • 182 views

Hi 

I am using the STM32N6570 with AI application models. I have seen the STM Model Zoo and STM32 AI Services. In the services, the application code is generated automatically based on the model selected from the Model Zoo. My question is: how do I develop my own AI application from scratch in STM32CubeIDE, without using the Python scripts? I have already run the Python scripts and they work fine, but I want to know how to build the application manually from scratch in CubeIDE.

Best answer by Julian E.

Hi @Kumar123,

 

I would suggest looking at getting started packages that you can find here: STM32N6-AI | Software - STMicroelectronics

The getting started are bare metal application, the other example are more complexes. 

Note that the getting started are used in model zoo for deployment, but they are standalone project, you don't need model zoo to look at them / use them

 

You can also look at this documentation and the hello world project in the st edge ai core install folder:

https://stedgeai-dc.st.com/assets/embedded-docs/stneuralart_stm32n6_projects.html

https://stedgeai-dc.st.com/assets/embedded-docs/stneuralart_api_and_stack.html 

 

And this could also be helpful:

Search - STMicroelectronics Community

 

Have a good day,

Julian

1 reply

Julian E.
Julian E.Best answer
Technical Moderator
November 21, 2025

Hi @Kumar123,

 

I would suggest looking at getting started packages that you can find here: STM32N6-AI | Software - STMicroelectronics

The getting started are bare metal application, the other example are more complexes. 

Note that the getting started are used in model zoo for deployment, but they are standalone project, you don't need model zoo to look at them / use them

 

You can also look at this documentation and the hello world project in the st edge ai core install folder:

https://stedgeai-dc.st.com/assets/embedded-docs/stneuralart_stm32n6_projects.html

https://stedgeai-dc.st.com/assets/embedded-docs/stneuralart_api_and_stack.html 

 

And this could also be helpful:

Search - STMicroelectronics Community

 

Have a good day,

Julian

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