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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Problems with Cube AI Project

Hello,I am working on a Human Activity Recognition model with a STMU585CIU6, where I used Cube.AI on STM Cube IDE to convert my saved .h5 file and generate the C codes for my network. Summarizing, my model takes data sensor from LSM6DSOX (3D accelero...

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Resolved! stm32ai generate error

The error occurs when I try to run the code generated for model squeezenetv1.1_xxx_tfs_int8.tflite The command I used to generate code is stm32ai generate -m squeezenetv1.1_128_tfs_int8.tflite -O ramAnd I follow the guide "How to run locally a c-mode...

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ManuZhu by Associate II
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Resolved! Error in "ram" optimization of STM32CubeAI

The error occurs in both Mac m1 and windows. When I use "stm32ai validate/generate" command, I find that "-O ram" outputs totally strange results. Let's use fdmobilenet_0.25_224_tfs_int8.tflite from stm32ai-modelzoo as an example. "stm32ai validate -...

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ManuZhu by Associate II
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  • 2 replies
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STM32Cube.AI runtime won't work

I'm trying to add different trained models to my CubeMX project, but all Keras and ONNX models (even example models from the stm model zoo) produce the same error during the analization process:  Failed to execute script 'pyi_rth_pkgres' due to unhan...

M_Ehe by Associate II
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  • 4 replies
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