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! 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
  • 85 Views
  • 1 replies
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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...

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STHenry by Associate
  • 298 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 II
  • 301 Views
  • 4 replies
  • 0 kudos

Resolved! ST SSD Mobilenet v1 return an IRQ error

Hi, When changing from a Tiny YOLOv2 model to ST SSD Mobilenet v1 I strangely got the following error:Bus interface interruptBUSIF0 ERR: 0x10BUSIF1 ERR: 0x0ATON_STD_IRQHandler()@763: irqs=0xlxassertion "0" failed: file "Y:/VM/stm-workspace/fall-guard...

Creator by Associate III
  • 701 Views
  • 14 replies
  • 1 kudos

Microprocessor board suggestions for Audio focused TinyML / AI

Hi All,I’m trying to hunt down the best board for my new project. Basically I need the following functionality either on the board or via add-on boards. I can see a few possibilities but I haven’t had much experience so I thought it best to ask. Than...

mzvitzf by Associate
  • 610 Views
  • 2 replies
  • 0 kudos

Cannot use neural network model in ST Edge AI

Hi, I'm working with implementing a Spiking Neural Network on a neural ART equipped STM32N6 board. As a true SNN has operators that are not supported by the STEdgeAI compiler, I have opted to create a ANN model that simulates spiking behaviour. My pr...

brianon by Associate II
  • 420 Views
  • 5 replies
  • 3 kudos

Resolved! Keras HAR model file

I am just starting with STM32CubeMX and X-Cube-AI.  I am reading the documentation "Getting started with X-CUBE-AI Expansion Package for Artificial Intelligence (AI)" and got the point where it says to load a "public Keras HAR model file".  Where do ...