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

Resolved! Unable to load my keras model.

Hi, I created my own model and saved it as .h5.However, when I analysed I got the error below. E010(InvalidModelError): Couldn't load Keras model D:\motion.h5,E010(InvalidModelError): Model saved with Keras 2.9.0 but <= 2.6.0 is supportedDo you have ...

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SKim.9 by Associate II
  • 387 Views
  • 2 replies
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After Configuring My Artificial Intelligence Network Using stm32cubeide for Nucleo-144 STM32H745 and then running build, "error: invalid initializer" is Received

Hello,I have created an Artificial intelligence project to be implemented on Nucleo-144 (stm32h745) board. The stm32cubeide created a set of related source and header files all grouped in the X-CUBE-AI folder.I defined variables in my main.c followin...

M.Saleh by Associate II
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  • 1 replies
  • 1 kudos

Analyze is failing with keras(.h5) model and throwing INTERNAL ERROR: The layer has never been called and thus has no defined input shape.

I have a model file(.h5) and Analyze is failing with keras(.h5) model at STMCubeMX and throwing INTERNAL ERROR: The layer has never been called and thus has no defined input shape.Need help in understanding the issue and resolution for the same.My mo...

Umahe.1 by Associate II
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  • 0 replies
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Analyze is failing and got error as NOT IMPLEMENTED: Transpose of batch not supported Got the above error while analyzing the tfltie model in STMCubeMX

I have an AI model that detects the human activity and saved the model in .h5 format and converted it into .tflite image. When I upload the image into STMCubeMX and analyze the model, analyze is failing and showing as NOT IMPLEMENTED: Transpose of ba...

Umahe.1 by Associate II
  • 235 Views
  • 4 replies
  • 0 kudos