STM32 MCUs Machine learning & AI

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Edge AI for all. NanoEdge AI Studio autoML tool, now free for STM32 and open to all ARM Cortex-M bas

NanoEdge AI Studio v4.3 is now offered for free to all engineers, giving them the opportunity to create highly efficient TinyML libraries that can be deployed on Cortex-M based microcontrollers. In addition, other enhancements have been integrated to...

ST30449_nanoedge-ai-studio-motor (2).jpg ST30449_nanoedge-ai-studio-motor (2).jpg

Recommended device

Hi,I'm planning on implementing a motor fault detection through vibration signals on an embedded system and I found that ST has some good support for this, but what would be the ideal microcontroller/dev-board in order to implement this?On the AI pag...

Validation on target error timeout error?

I'm using STM32L476G-DISCO , running the human activity keras model on Cube MX 5.2 and Using the AI package 4.0.0 , the validation on desktop is successful but I got a "read time error" everytime i run the validation on target also the validation on ...

OGaie by Associate III
  • 1 replies
  • 0 kudos

Memory footprint of a neural network.

Hello,I have a question concerning the memory footprint of a neural network.Given a pre-trained neural network topology, how can I estimate the needed memory footprint.Are there any application notes that describes this in more detail.All feedback is...

JVerb by Associate II
  • 4 replies
  • 0 kudos

STM32 isn't detected

I have a problem with STM32; when i connect my FC the STM32 it isn't detected from my pc, it doesn't appear in device manager. What is the problem? I have windows 10 a OS. I tried out to install cube programmer, zadig, but STM32 isn't detected. Thank...

Fcaru by Associate II
  • 6 replies
  • 0 kudos

Resolved! Error no "wish" detected with X-CUBE-AI

I'm trying to create the KWS model found on I'm trying to implement it on an STM32F412G-DISCO MCU.I've followed the lines of

klim by Associate
  • 2 replies
  • 2 kudos

STM32Cube.AI Layer 'Concat' not supported :(

Hello,I'm using STM32Cube.AI to implement a Keras model. It comprises three parallel branches and interaction takes only at the end place where I concat the branches.This is a simplified version to show the structure of the model:Unfortunately Concat...

hofo by Associate II
  • 5 replies
  • 1 kudos