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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

Commandline tool for converting models with X-CUBE-AI

Hi,I made a small Python script that allows to convert models from the commandline. Wraps the same tools used by STM32CubeMX but can be integrated into build scripts and similar, without having to go through the GUI.It also outputs the resources use...

JNord by Associate II
  • 794 Views
  • 0 replies
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Resolved! IDE problem

Hi,I am using NUCLEO-L476RG for artificial intelligence purpose. I made my model in STM32CUBEMX.AI and generated my code. Now i want to download it in micro controller.But i am student and unfortunately, KEIL IDE is not support codes more than 32kb.C...

spark by Associate II
  • 4795 Views
  • 4 replies
  • 0 kudos

Validation of custom data on Desktop

Hi I am trying to validate the custom data from .txt file over desktop but the process of validation is not able to complete.. it just continues. Can you please suggest me solution for this. Also while creating the validation model even with random d...

YMand.6 by Associate II
  • 1246 Views
  • 3 replies
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network1.h: No such file or directory

Can you please tell me why it have three files included network1 , 2 , 3?. I have only created one network in the cubemx

0690X0000087ZYOQA2.png 0690X0000087ZYEQA2.png
jayz by Associate
  • 1076 Views
  • 1 replies
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Interaction between accelerometer and pretrained NN in STM32F7

Hello,   https://www.youtube.com/watch?v=grgNXdkmzzQ in this video, your collegue describes how to implement a keras model into the STM32Cube A.I and a STM32F7. My further step:   assuming i measure further values with the same accelerometer with the...

HKili.16 by Associate
  • 901 Views
  • 1 replies
  • 1 kudos

Why validation (PC or target) is failing on my model ?

Hello, my model uses 2 SeparableConv2D, I am getting high error values when running validation : Ref layer 0 matched with C layer 1, error: 0.63482046 Ref layer 1 matched with C layer 3, error: 0.58572435 Ref layer 4 matched with C layer 5, error: 0....

JDELS by Associate
  • 1045 Views
  • 2 replies
  • 0 kudos

Error when using "Validate on target" using STM32CubeMX.

I have successfully replicated the example shown in the video: https://www.youtube.com/watch?v=grgNXdkmzzQNow I was trying to run cifar10 using keras on STM32F769I-DISCO board.After successfully compliling the code generated from STM32CubeMX, I tried...

MAgar.8 by Associate
  • 1833 Views
  • 3 replies
  • 0 kudos