Edge AI

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Forum Posts

Error analyzing ONNX model with GRU layer in STM32Cube.AI v2.0.0

Hello ST Community/Support,I am encountering an issue when trying to analyze an ONNX model containing a GRU layer using STM32Cube.AI.Tool Version: STM32Cube.AI v2.0.0-20049 .Model Type: A neural network model with a GRU layer followed by a Dense (ful...

Kiki by Associate
  • 469 Views
  • 1 replies
  • 0 kudos

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
  • 2667 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
  • 581 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
  • 368 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
  • 1522 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
  • 497 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
  • 524 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...