Edge AI

Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.

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Forum Posts

Resolved! Problems generating ONNX model with ST Edge AI for Nucleo-N657X0-Q

Hi everyone,I'm having trouble generating a project to run an AI model on the Nucleo-N657X0-Q board.I open STM32CubeMX version 6.14.1, select the board, choose "Secured Application", and then when I select the X-CUBE-AI package, it asks for the ZIP f...

Dresult by Associate III
  • 3029 Views
  • 19 replies
  • 8 kudos

Resolved! Development boot vs flash boot

Hi,Here is a picture when I run my app on the STM32N6570-DK in developer mode:It works just fineWhen signing and flashing the bin file, this is when I run the app in Flash mode:The result is a near 100% CPU usage and distorted screen.What could be th...

hlk-ld2410 measurements.jpg
Creator by Associate III
  • 268 Views
  • 1 replies
  • 1 kudos

Errors Analyzing Models in X-Cube-AI Tool

Hello everyone,I am encountering issues while using the X-Cube-AI tool to analyze two models that I recently resized and reduced. Despite thorough testing and troubleshooting, I cannot resolve the errors, and I hope someone here might provide insight...

Resolved! E801 on STM32H743

Following are my configuration in detailed. I have analyzed and validated network on MX. However, after compileing code by MDK and flashing .hex on board, i reset the board and do not see any print on virtual tyy.following are the set on MX:RCCSYScon...

WenSulei_0-1749222193914.png WenSulei_1-1749222212743.png WenSulei_2-1749222227316.png WenSulei_4-1749222945188.png
WenSulei by Associate
  • 282 Views
  • 1 replies
  • 1 kudos

Resolved! Transplant STM32N6 Model Zoo AI camera code into Touchgfx project

I have been using STM32N6 to conduct model training and deployment for the model zoo. Now, I want to transfer the generated code to my TouchGFX project for embedded use in the CubeIDE environment. However, when I am transferring several files, before...

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Problem analyzing and compiling ONNX model with STEdgeAI 2.1

Hi,I have migrated to STEdgeAI v2.1 and I can't analyze or compile an audio ONNX quantizaied model for STM32N6.Before this, the same model was being analized correctly with version 2.0 of stedgeai.This is the error:C:/ST/STEdgeAI/2.1/Utilities/window...

Custom Board on Data Logger

I am using a STM32U575ZIT6 MCU, on a custom board, and I wanted to know which option to choose on the data logger generator screen, I have a ISM330DHCX accelerometer on my board

FastBoi by Associate
  • 184 Views
  • 1 replies
  • 0 kudos

Resolved! STM32CubeMX ERROR when analyzing ONNX model (CNN)

Dear Community,I'm evaluating whether some of the STM32 ICs are suitable for future projects using simple CNNs (Convolutional Neural Networks).I'm running into problems when trying to analyze a simple CNN model in the ONNX format (converted to ONNX f...

STHenry_0-1748899889265.png
STHenry by Associate
  • 587 Views
  • 4 replies
  • 2 kudos

Resolved! Problem deploying ST SSD Mobilenet v1 on STM32N6

Hello,I have a discovery kit STM32N6570-DK and I am trying to follow the instructions in ST Model Zoo Services so that I can train, evaluate and deploy an object detection model that can detect cars. So I downloaded the Pascal_VOC_2012 dataset, I mad...

mtv by Associate III
  • 542 Views
  • 4 replies
  • 0 kudos