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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Forum Posts

X-CUBE-AI: Skip custom layer

X-CUBE-Ai offers ways to implement custom layers via a custom layer json file. The documentation is a little vague on what operations can be used in the "op" field. Concretely I would like to simply just skip some of the custom layers in my model, si...

MFise.1 by Associate
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  • 3 replies
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Resolved! How to config MCL "filter configuration" and features?

Our custmer want to free design gesture or other motion detect. who can share some documents about filter configuration and features setting. When to use what filter, and when to use what features? 

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YSONG.1 by ST Employee
  • 906 Views
  • 2 replies
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INTERNAL ERROR: Your model ir_version is higher than the checker's

Hi everyone, I developed and trained a simple neural network in MatLab. I exported it as an ONNX file and then I analysed it with stm32ai application.This is the message I get:"INTERNAL ERROR: Your model ir_version is higher than the checker's."I che...

A.volt1 by Associate
  • 1214 Views
  • 0 replies
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Resolved! Warning error in ASC training script. AI Resources from FP-AI-SENSING1

I'm running your acoustic_scene_classification.ipynb, available in FP-AI-SENSING1, the Middleware ASC (acoustic scene classification):https://www.st.com/en/embedded-software/fp-ai-sensing1.htmlWhen I try to import and convert data, I get the followi...

MSant.11 by Associate III
  • 2726 Views
  • 16 replies
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Resolved! LSM6DSOX MLC features limited to 31 in Unico-GUI

Hello,I'm having some problems using Unico-GUI to configure the MLC of an LSM6DSOX. I'm trying to develop an application using four filters (actually, the same filter applied on the XYZ and V signals of the Accelerometer and Gyroscope), but the Unico...

I would like to be setting .ioc from FP_AI_vision file

Hi. I currently try to do FP-AI_Vision Person Detection . so I would like to be setting STM32H747i- DISCO board using .ioc . but I can't find .ioc file from person detection directory file. so How can I set .ioc file plz

JKIM.9 by Associate
  • 470 Views
  • 0 replies
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FP-SNS-DATALOG1 V1.2.0 Download and STWIN and NanoEdge AI Studio

In the recent workshop for "Enabling Intelligence at the Edge withSTWIN and NanoEdge AI Studio", one of the requirements was to download FP-SNS-DATALOG1 V1.2.0. The current version to download is 1.3.0. The ST Tool Validator is giving me errors on th...

MJaky by Associate
  • 476 Views
  • 0 replies
  • 0 kudos

FP-AI-CXTAWARE1-FOR ASC

Hi, I saw the New function pack which was released for the Sensor tile box- FP-AI-CXTAWARE1.In that its mentioned, Nano edge Ai studio for ASC & HAR. Can we train the model using Cartesiam Nano edge? If so, how to use audio files in that? Thanks,shan...