Edge AI

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Forum Posts

Resolved! Problems with inference using NUCLEO-N657X0-Q

Hi everyone,I'm trying to run inference with a TFLite model on a Nucleo-N657X0-Q board.The issue I'm facing is that the network returns a constant output for constant inputs - but the value of this constant changes each time I restart the application...

LisaB by Associate III
  • 2637 Views
  • 15 replies
  • 3 kudos

STM32CubeAI: INTERNAL ERROR: E801(HwIOError): Invalid firmware

Dear Community,I am attempting to deploy an .onnx model to STM32F407VET6 via STM32CubeAI 10.0.0.I have generated the code, completed the compilation and download through MDK5, and also completed the validate on desktop on STM32CubeMX. However, when c...

knight by Associate
  • 559 Views
  • 3 replies
  • 0 kudos

How to utilize full XIP RAM in XSPI_PSRAM_MemoryMapped

I want to take buffer of ~4MB in XSPI_PSRAM_MemoryMapped example of  STM32N6. I am just increasing the size BUFFERSIZE to 3MB but there is a error in building. As XSPI RAM is 256Mbit(16MB)  I was hoping this buffer size should be valid. But that is n...

Jayesh2 by Associate II
  • 358 Views
  • 2 replies
  • 0 kudos

Resolved! Old version of Nano Edge AI

Hi,I want to download an old version 3.0.1 of Nano Edge AI studio but I could not find it from the website. It directly download the new version 4.5.0. How can I reach the version 3.0.1?

Batuhan35 by Associate II
  • 1505 Views
  • 5 replies
  • 0 kudos

Regarding the Validation of AI Models in ST Cloud

I tried to validate my Keras model on ST Cloud, but there seems to be '' stedgeai analyze --model emotion_model.h5 --st-neural-art custom@/tmp/stm32ai_service/5afbcf71-db0d-4f0d-81a1-3cd5102933d8/profile-2fb440ba-ebb2-486b-b795-d7287b8d6307.json --ta...

creeper by Associate II
  • 486 Views
  • 3 replies
  • 0 kudos

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
  • 519 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
  • 456 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...

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