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

Stm32N6570-Dk Own Model Deployment, Display Bring up

  Hi everyone, I'm currently working with the STM32N6570-DK and facing challenges in two areas that I’d really appreciate help with: 1. Custom AI Model Deployment (ONNX) We’re experimenting with deploying a small, simple object detection model conve...

Resolved! NanoEdge AI signal sanity check does not take progress

Hiiii!I installed NanoEdge AI Studio. try to upload some test data for training. As shown below, sanity check is not taking progress. I am not sure if is related to connection issue. I do encounter following issue as well My license is activated succ...

Gmen_0-1749649541747.png Gmen_0-1749649799978.png
Gmen by Associate II
  • 180 Views
  • 4 replies
  • 1 kudos

Can STM32N6 NPU support streaming ASR mode on it?

Hi, we found there an AED sample for stm32 n6 npu, but this example doesn't meet our needs. We want do streaming speech recognization on stm32n6 offline, do you have any advice or recommend model we can try on stm32n6. Thanks!

vilon888 by Associate
  • 101 Views
  • 1 replies
  • 0 kudos

Resolved! MMU disabled while generate nbg from tflite

Hello.This problem has bothered me a lot.I generated an nbg modle form my tflite model:adam@Ubuntu22:~/STM32MPU_workspace/stedgeai/2.0/Utilities/linux$ ./stedgeai generate --model test.tflite --target stm32mp25ST Edge AI Core v2.0.0-20049PASS: 0%| | ...

CanY by Associate
  • 126 Views
  • 3 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
  • 1479 Views
  • 19 replies
  • 8 kudos

Resolved! Development boot vs flash boot

Hi,Here is a picture when I run my app on the STM32N6570-DK in developer mode:It works just fineWhen signing and flashing the bin file, this is when I run the app in Flash mode:The result is a near 100% CPU usage and distorted screen.What could be th...

hlk-ld2410 measurements.jpg
Creator by Associate III
  • 120 Views
  • 1 replies
  • 1 kudos

Errors Analyzing Models in X-Cube-AI Tool

Hello everyone,I am encountering issues while using the X-Cube-AI tool to analyze two models that I recently resized and reduced. Despite thorough testing and troubleshooting, I cannot resolve the errors, and I hope someone here might provide insight...