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...

ST30449_nanoedge-ai-studio-motor (2).jpg ST30449_nanoedge-ai-studio-motor (2).jpg

STM32CubeMX, X-CUBE-AI error occurring from analysis of prebuilt .tflite network [AI:network] NOT IMPLEMENTED: Unsupported code generation for layer 'Detection' [AI:network] Analyze fail on the AI model

Hi all,Currently using the STM32H747I-DISCO with camera to explore using computer vision for people detection. I have already successfully used one of the example NN (found in the FP-VISION-AI1) and now look to use the X-Cube-AI to integrate further ...

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GWall.2 by Associate II
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Hello. I am developing a device to get optical sensor data(about 10KB) and predict. And this device is portable, so power consumption should be considered. STLinux can be a solution? and which board is suggestable? Thanks. GB

I am a SW engineer, so I ordered HW devp. to others.They are using STM32F4 board to gather optical sensor data and display prediction(sensor requires over 200 KHz reliable clock freq. at minimum).For prediction data will be transfered to phone via bl...

GYoon.1 by Associate II
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trying to run an AI validation project.

Hello,I am using stm32l476, i am trying to run an AI validation project.i replaced the UART with USB (CDC profile)but, when trying to run "validation on target" from the CubeMX, i get this message -> LOAD ERROR: STM32 - no connected board(s), invalid...

AA.10 by Associate III
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AI Pack

Hi,I am using stm32l476, i am trying to run an AI validation project.i replaced the UART with USB (CDC profile)but, when trying to run "validation on target" from the CubeMX, i get this message ->"unable to open the port".In debug mode , i can see th...

AA.10 by Associate III
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Resolved! While analyzing the model with STM32 AI (GUI), confronted a "TOOL ERROR: (1, 4, 12, 10) is not a permutation for (2, 0, 1)"

I confronted an error "TOOL ERROR:  (1, 4, 12, 10) is not a permutation for (2, 0, 1)"It seems there's some issues with handling the model structure. But I can't figure it out.The model perfectly works on python and the structure is not so different ...