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

STEVAL-STWINBX1 datalogger - are all external interrupts used ?

I am using the STEVAL-STWINBX1 development board with the FP-SNS-DATALOG2 software.I would like to configure an external interrupt for a digital input, but it appears all 15 external interrupts are being used ?On the schematic, there is a table which...

johngj_0-1721903884064.png johngj_2-1721904515988.png johngj_3-1721904701388.png johngj_1-1721904284365.png
johngj by Senior
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Resolved! STEVAL-PROTEUS1 evaluation kit can not connect via bluetooth

Hi,I have just opened my new STEVAL-PROTEUS1 evaluation kit for my project. I tried to connect it with the STBLE sensor app, but I realized that it does not appear on the Bluetooth search. Then I tried my STEVAL-STWINKT1B sensor kit, and it connected...

Batuhan35 by Associate II
  • 1298 Views
  • 2 replies
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FA-AI-Vision

Hello, I would like to know if I can use FP-AI-Vision to design my own application, for example, to detect trees in a yard. Or is it designed only for the three applications: food recognition, person presence detection, and people counting?

MH24 by Associate II
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  • 1 replies
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Deployment of an AI model in a STM32F407-DISC1

I want to call an AI model in the main.c to show the result of the prediction in a serial monitor, but I can't find out what functions in the X-CUBE-AI folder to use and how to use them.

nj2 by Associate
  • 555 Views
  • 1 replies
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Cubeai "validate on desktop"

I want to extract accuracy via "Cubeai". I can give multiple inputs and observe the results, but I cannot determine accuracy. What should the "Validation outputs" file look like? What should it contain and how should it be organized?

MSeze.1 by Associate
  • 854 Views
  • 1 replies
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Resolved! Yolo model on STM32H747I-DISCO

My use case is about computer vision (yolo model preferably) and how to monitor its inference in order to have an idea of its carbon footprint when running on the chip. I heard that stm32-zoo has a yolo model available, so it is possible to use it on...

TECO by Associate II
  • 1413 Views
  • 2 replies
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X-CUBE AI PROBLEM WITH INFERENCE RESULT

I have created my own cnn model and want to run it on STMH753ZI board using X-CUBE-AI. I have executed all the steps to run the inference. The inference is also running but the output is always 0. With my fixed input of sample shape (1,50,12). I cann...

AAli.2 by Associate II
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  • 7 replies
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the X-CUBE-AI and HAR "model.h5"

I have deployed the example of HAR on the STM32F407 Discovery board. I have followed all the steps in the 'Getting Started with X-CUBE-AI Expansion Package for Artificial Intelligence (AI).' In the end, the validation was completed as shown in the at...

test.png
MH24 by Associate II
  • 425 Views
  • 1 replies
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