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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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Resolved! No response after flashing the STM32H747I-DISCO from cube IDE

hello everyone.I created a project for the STM32H747I-DISCO chip, the goal was to run an image classification model on it.I used a model from model zoo. and did quantization on it following the instructions there.The part where I am stuck is when I g...

TECO by Associate II
  • 2155 Views
  • 4 replies
  • 1 kudos

Resolved! How to manually flash the chip after Model zoo has generated the C-code

Hello! I recently used stm model zoo and deployed an image classification model on a chip. The flashing part is made automatically if the chip is connected, but I was wondering how to do it manually (using another software)?I get these folders after ...

TECO_0-1721743925812.png
TECO by Associate II
  • 1022 Views
  • 2 replies
  • 0 kudos

Resolved! Problem using X CUBE AI version 7.3.0

I want to use X CUBE AI VERSION 7.3.0. I have installed the package with correct version but when I try to use it pops a saying "Please select local zip file for X-Cube-AI stm32ai utilities". I cannot find the zip file anywhere where should be locate...

AAli.2 by Associate II
  • 2269 Views
  • 3 replies
  • 0 kudos

FP-AI-FACERC Code

Hello, im trying the examples from Fp-ai-facerec but it only have binaries files, so i could'nt understant how it work to config. PLease if anyone have code of this packs please dm me, thanks a lot :3

LeHaiAnh by Associate II
  • 744 Views
  • 1 replies
  • 0 kudos

E801(HwIOError): Invalid firmware - COM2:115200

I am currently having an issue with flashing my neural network (saved as a .tflite model) to my Nucleo-L476RG board. I am able to analyze the model successfully, but when I select, "Validate on Target", I receive the error message below: E200(Validat...

Pitt_Engineer_0-1708994417414.png Pitt_Engineer_1-1708994428211.png

AI on STM32F411RE

Hello, Iam Sudarshan, A working professional and have recently got interested in TinyML. So me being curious, i wanted to interface camera and LCD with my STM32F411RE Nucleo board to run AI models on it.As per my understanding i would be able to inte...

shegde by Associate II
  • 1880 Views
  • 4 replies
  • 3 kudos

LSTM

Hello,What is the solution for implementing an LSTM model on an STM32?

transfer learning with fp ai vision

so im trying to create a model that distinguish different types of pasta based on an already existng model(people detection in fp ai vision) . i followed the provided  guide step by stephttps://wiki.stmicroelectronics.cn/stm32mcu/wiki/AI:How_to_use_t...

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yessine by Associate III
  • 1524 Views
  • 3 replies
  • 0 kudos