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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STM32N6

Hi, When ST will release more information about the STM32N6? Will it use the new cortex-m55? Can it be used in motor control applications?

AMend.7 by Associate III
  • 11614 Views
  • 13 replies
  • 2 kudos

Resolved! ST Edge AI Developer Tool: Onnx IR version error, Matlab

Hello everyone, I am trying to use the ST Edge AI Developer Tool and I am encountering the following error when I try to quantize my model (a RNN with an input layer, 3 GRU layers and a Fully Connected layer):    2024-12-11 07:25:35.451880: I tensorf...

silviag by Associate II
  • 1104 Views
  • 3 replies
  • 1 kudos

Resolved! Generate file .ucf with NanoEdgeAI

Good afternoon,I want to upload a Machine Learning algorithm on the ISPU part of the LSM6DSO16IS. My alghoritm has to identify is the subject is stationary, walking or running. I used NanoEdgeAI Studio to develop the classification algorithm. By doin...

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Resolved! X-Cube-AI >> CNN+LSTM: NOT IMPLEMENTED: UNsupported layer types:...

Dear Sir/Madam,I am trying to deploy a trained AI model (CNN+LSTM) to STM32F767. When I tried to analyse the TFlite file with the STM32CubeMX, it stopped and gave the following message: Could you please help me sorting out this issue?Thanks QS  

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qs202310 by Associate III
  • 727 Views
  • 1 replies
  • 1 kudos

Resolved! Why is there no examples in the NanoEdgeAI.h I generated?

 /* ============= Copyright (c) 2023, STMicroelectronics All rights reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: * Redistributions of sourc...

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Resolved! X-CUBE-AI: ai_network_create_and_init() weights info required

Hi,I'm working with X-CUBE AI.The code seems working but I have a doubt:status_init = ai_network_create_and_init(&network_handle, act_addr, NULL);Is NULL parameter correct ?Why souldn't I need to pass a pointer also for weigths like 'act_addr' ?If it...

Resolved! X-Cube-AI 9.1.0: data file failed in validation

I am trying to validate a CNN on STM32CubeMX with X-Cube-AI 9.1.0. I provided a datainput.CSV and a dataoutput.csv files to  "Validation inputs:  & Validation outputs: " respectively. When ran Validate on desktop or Validate on target, they all faile...

qs202310 by Associate III
  • 1430 Views
  • 9 replies
  • 4 kudos