Edge AI

Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.

cancel
Showing results for 
Search instead for 
Did you mean: 

Forum Posts

Resolved! NanoEdge AI Studio V5.0.2 fails with "Reach Heap Limit"

When using the previous V4.6.0 version, it wouldn't allowed it to be used unless I upgrade NanoEdge AI Studio latest version 5.0.2. So I've obliged...Now, one of the projects that I have for anomaly detection, that has several files for Valid Signals...

FDami.1 by Associate II
  • 329 Views
  • 3 replies
  • 1 kudos

Resolved! STEVAL-PROTEUS1 Data Acquisition Issue with NanoEdge Studio

Hello there,I am currently working with the STEVAL-PROTEUS1 evaluation board.To supply power, I have connected the board to my computer via micro USB (alternatively, a battery could have been used, but it should not make a difference).For data acquis...

Error in execution of pass type(OPT_RM_TRANSPOSE_MATMUL) id(16)

I used the cmd on Windows and entered the following command: "stedgeai.exe analyze --target stm32f4 --name network -m CNN_Attention_MLP1.onnx --verbosity 3 --no-onnx-optimizer". Then I got the error message as mentioned in the title. When the "--no-o...

Nephalem by Associate II
  • 296 Views
  • 2 replies
  • 0 kudos

How to use a project with STM32CubeAI?

As you see,i used cubemx create project which used cubeai.But i don't konw how to used it.What libraries are included in the code generated by CUBEAI? How should I structure my code and what is the underlying logic? What types of return values should...

5.png

Hard Fault Occurs When Calling ai_mnetwork_run with X-CUBE-AI

Hello, I am using X-CUBE-AI to run an AI model on an embedded system. While executing the following line of code: batch = ai_mnetwork_run(net_exec_ctx[0].handle, ai_input, ai_output); a Hard Fault error occurs. What’s puzzling is that the error initi...

dfsfdsf by Associate
  • 435 Views
  • 1 replies
  • 0 kudos

Resolved! How to check the neural network structure used in the selected model

After automatically searching for the best NanoEdge AI library, only the library ID and model name are displayed, and the specific content of the model, such as the neural network structure, cannot be found. I want to know about this aspect.Can you h...

ScottO by Associate
  • 254 Views
  • 1 replies
  • 0 kudos

X-CUBE-AI 9.0.0 generates a network for which inference does not work

Under STM32CubeIDE I generated a neural network form my Nucleo board with X-CUBE-AI 9.0.0 from a quantized TFLite model of a sine function. I followed the same steps as I did about one year ago with X-CUBE-AI 8.1.0 (at the time it worked) but this ti...

PB1 by Associate III
  • 195 Views
  • 1 replies
  • 0 kudos

STM32H7 Object Detection Functions

I currently have the STM32H7 DISC0 and plan on getting the STM32N6 development board. What I can't seem to figure out is if it is possible to train a custom dataset model on my own in tensorflow then download it onto the STM32 for inference? I was lo...

marcus69 by Associate
  • 174 Views
  • 1 replies
  • 1 kudos