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...

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Implementation of lambda layer

Hello I am trying to implement an RNN which contains a lambda layer. It works perfectly on keras but gives me an error in STM32CubeIDE I have read in the documentation that it should be possible to implement a lambda layer in the X-CUBE-AI 6.0.0 and ...

JMari.5 by Associate
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  • 1 replies
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Resolved! Enabling X-Cube-AI in STM32CubeIDE project causes "undefined reference to `__wrap_malloc'" errors during compile.

Steps to reproduce:1.      Enable X-CUBE-AI core and add a network model.2.      Go back into main.c and setup the calls to feed and run the model with data.3.      Build the project.Upon build, produces the following errors:arm-none-eabi-gcc -o "NUC...

RFeist by Associate
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  • 9 replies
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X-Cube-AI and C++

Hey Community,did anyone run a X-Cube-AI project using C++ successfully?I get undefined reference errors when adding X-Cube-AI via CubeMX to my perfectly running cpp project in CubeIDE.steps to reproduce: create new project with cubemx, specified as...

FFrai.1 by Associate II
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  • 2 replies
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X-CUBE-AI 6.0.0 (Windows): ImportError: cannot import name 'get_all_providers' from 'onnxruntime.capi._pybind_state'

With a fresh installation of STM32CubeIDE 1.6.1 on a clean WIndows 10 Pro 20H2, after adding X-CUBE-AI 6.0.0 to a new STM32 project, Analyze fails with:ImportError: cannot import name 'get_all_providers' from 'onnxruntime.capi._pybind_state' (C:\User...

piernov by Associate II
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Resolved! stm32ai quantize error?

I'm trying to use STM32AI quantize -q .json to quantize a Keras .H5. However, I never got it working.Version: STM32 XCUBE-AI 6.0.0tensorflow: I tried tf 2.0 and tf 1.15 installed Platform. tried on both window and Linux (ubuntu 18.04)Command line:C:\...

GWang.3 by Associate III
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  • 4 replies
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[x-cube-ai] Advanced settings button (Use external RAM & Copy weight to RAM) doesn't work (using STM32H747i-disco board) for cube-mx validate on target option

I use x-cube-ai 6.0 version & stm32h747i-disco board.By clicking on the [Advanced Settings] button, i use external flash memory for the weights and it works well.However, when [Use external RAM] button & copy weight to RAM , there's some problem and ...

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Yjang.1 by Associate II
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