Edge AI

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Forum Posts

Problem analyzing and compiling ONNX model with STEdgeAI 2.1

Hi,I have migrated to STEdgeAI v2.1 and I can't analyze or compile an audio ONNX quantizaied model for STM32N6.Before this, the same model was being analized correctly with version 2.0 of stedgeai.This is the error:C:/ST/STEdgeAI/2.1/Utilities/window...

Custom Board on Data Logger

I am using a STM32U575ZIT6 MCU, on a custom board, and I wanted to know which option to choose on the data logger generator screen, I have a ISM330DHCX accelerometer on my board

FastBoi by Visitor
  • 22 Views
  • 1 replies
  • 0 kudos

STM32CubeMX ERROR when analyzing ONNX model (CNN)

Dear Community,I'm evaluating whether some of the STM32 ICs are suitable for future projects using simple CNNs (Convolutional Neural Networks).I'm running into problems when trying to analyze a simple CNN model in the ONNX format (converted to ONNX f...

STHenry_0-1748899889265.png
STHenry by Associate
  • 80 Views
  • 4 replies
  • 1 kudos

Resolved! Problem deploying ST SSD Mobilenet v1 on STM32N6

Hello,I have a discovery kit STM32N6570-DK and I am trying to follow the instructions in ST Model Zoo Services so that I can train, evaluate and deploy an object detection model that can detect cars. So I downloaded the Pascal_VOC_2012 dataset, I mad...

mtv by Associate
  • 115 Views
  • 4 replies
  • 0 kudos

Resolved! ST SSD Mobilenet v1 return an IRQ error

Hi, When changing from a Tiny YOLOv2 model to ST SSD Mobilenet v1 I strangely got the following error:Bus interface interruptBUSIF0 ERR: 0x10BUSIF1 ERR: 0x0ATON_STD_IRQHandler()@763: irqs=0xlxassertion "0" failed: file "Y:/VM/stm-workspace/fall-guard...

Creator by Associate II
  • 423 Views
  • 14 replies
  • 1 kudos

How to deploy a custom PyTorch AI model on the STM32N6570?

I want to deploy a PyTorch AI model on the STM32N6570. I have already trained the model and converted it to an ONNX file. I’m looking for a quantization, compilation, and deployment example or tutorial. The speech enhancement example in the STM32 AI ...

llcc by Associate II
  • 240 Views
  • 8 replies
  • 0 kudos

Resolved! Problems generating ONNX model with ST Edge AI for Nucleo-N657X0-Q

Hi everyone,I'm having trouble generating a project to run an AI model on the Nucleo-N657X0-Q board.I open STM32CubeMX version 6.14.1, select the board, choose "Secured Application", and then when I select the X-CUBE-AI package, it asks for the ZIP f...

Dresult by Associate III
  • 742 Views
  • 18 replies
  • 8 kudos

Resolved! NanoEdge AI 训练后出现异常数据相似度为零,但工程运行错误。

你好,近期我在使用NanoEdge AI Studio实现异常检测功能,基于三轴加速度计的数据实现。我出现了以下问题:1.我使用的最新版本5.0.2,在benchmark界面训练模型后,表格Best Library Result 中异常数据的结果为零,就是在表格的底部。但我生成代码需要的文件后运用到工程中其相似度一直输出为91%,即使我大幅度的改变加速度计的值也仍然时91%。2.在有一次训练时,表格Best Library Result 中异常数据的结果不为零了,大概为68%。我生成需要的额Na...

dw1 by Associate II
  • 246 Views
  • 8 replies
  • 1 kudos