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

Quantization-aware training

Hello,Is there a way to give X-CUBE-AI a model with quantized-weights? Right now the tool is able to do a custom post-training quantization for a given Keras model. However, what if we have a model that already has quantized weights (which is the cas...

AUzpa by Associate II
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Resolved! Tensorflow Lite support X-CUBE-AI 4.0.0

Hello,I have noticed that the latest version of X-CUBE-AI (4.0.0) has support for Tensorflow Lite. Therefore I tried to analyze a SSD Mobilenet v1 network that I found on this blog post:Link to blog postLink to .tflite modelWhen analyzing the .tflite...

AUzpa by Associate II
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Error in Validation on target

Hello,I flashed my STM32F4-Discovery. If I want to validate on target I get the following error:"ERROR: no connected board(s) or invalid firmware or the board should be re-started"I think my error comes up with the firmware, but how can I solve it?Be...

THarn by Associate II
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  • 1 replies
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Resolved! List of ML supported STM32 chips

Do we have any list of STM32 devices which which are supported for CubeAI IDE. My requirement is very basic Neural Net to run on device with couple of I2C interfaces and GPIO s. If there is a list of devices with a comparison, it will help in chosin...

KP by Associate II
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  • 2 replies
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Resolved! Problem Installing X-Cube-AI

Hello,I am trying to install X-Cube-AI on STM32CubeMX.but I am facing this problem when I try to install it from downloaded file, my user account have full access on PC.When I try to install it direct web using CUBMX ,connection is interrupted due to...

HAlzo by Senior
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  • 4 replies
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