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

ST seeks data scientists: Participate in a paid usability session

Hello ST Community members,   Are you a data scientist or machine learning engineer with experience deploying neural networks on edge or embedded devices? The ST team invites you to join a 45-minute remote usability session to provide technical feedb...

Analysing onnx model error: TOOL ERROR: list index out of range

Hi, I'm trying to test a model on the STM32N6 but stedgeai tool fails to analyse the model:ST Edge AI Core v2.0.0-20049TOOL ERROR: list index out of range I'm using X-CUBE-AI 10.0.0, STM32CubeN6 v1.1.0 and STM32CubeIDE 1.18.0.The model I'm trying to ...

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AMurz.1 by Associate III
  • 997 Views
  • 2 replies
  • 0 kudos

Can Cube.AI deploy Transformer models

"Can Cube.AI deploy Transformer models? To deploy the Transformer model, I removed the LayerNorm layers and replaced them with BatchNorm1d layers while fixing all dynamic dimensions. However, during deployment, I encountered the error: INTERNAL ERROR...

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IMU Simulation

Hi All,I am looking at a similar kind of https://www.aceinna.com/openimu simulator for inertia measurement(accelerator, gyro, magneto meeter) for character recognition.I did search in this forum https://community.st.com/t5/mems-sensors/is-there-any-s...

vkosuri by Associate III
  • 6602 Views
  • 5 replies
  • 3 kudos

STM32CubeAI

X-CBUE-AI无法导入ONNX模型,最新版的X-CBUE-AI不支持ScatterND 和 Range 这两个层

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Zhai by Associate
  • 351 Views
  • 1 replies
  • 0 kudos

Resolved! CubeAI

hi,my question is why i can't analyze my model about onnx and cubemx don't back type about my error.my model about onnx size is nearly 3mb,so the compression which i used is high.but the cubemx still can't analyze.emmm i hope their have a handsome gu...

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Resolved! How to understand the output of Cube AI after analyze a model?

I am using the X-Cube-AI to deploy a neural network onto  a STM32N6570-DK board. I selected the "n6-allmems-O3" option, and after analyzing, it shows two data, labeled as used RAM and used Flash. I am wondering since I have selected the "allmems" opt...

Z-YF by Associate III
  • 875 Views
  • 4 replies
  • 1 kudos

Resolved! NanoEdge AI Backing up and restoring the library knowledge

I want to use the STM32F407 to implement the NanoEdge AI Library for Anomaly Detection (AD) tasks.The documentation mentions nanoedge.ai's method for backing up and restoring the library knowledge using the .ld file in a Linux environment. I want to ...

ygh2048 by Associate
  • 634 Views
  • 3 replies
  • 2 kudos

NEAI feature importance tool results

Hello,I have started using the feature importance tool provided in the new update of Nanoedge AI Studio.However, it is unfortunate that we can't keep/ download a report of the results.Is it a feature I am not aware of ? Thanks