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Resolved! Validation on Target - running time layer by layer

I am trying to follow the DM00570145 and validate on target (STM32F746 Discovery Board, XCUBE-AI 6.0.0, toolchain: STM32CUBE IDE), I cannot get the output listed on Figure 61. "Layer by layer results - Validation on target", especially the "ms" runni...

GWang.3 by Associate III
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  • 2 replies
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Resolved! Platform Settings Tab missing on configuration of X-CUBE-AI

Hello,I am trying to generate the code for a neural network with STCubeMX, and I'm following the manual you have posted here (https://www.st.com/resource/en/user_manual/dm00570145-getting-started-with-xcubeai-expansion-package-for-artificial-intellig...

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DMart.13 by Associate
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  • 6 replies
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[x-cube-ai] Advanced settings button (Use external RAM & Copy weight to RAM) doesn't work (using STM32H747i-disco board) for cube-mx validate on target option

I use x-cube-ai 6.0 version & stm32h747i-disco board.By clicking on the [Advanced Settings] button, i use external flash memory for the weights and it works well.However, when [Use external RAM] button & copy weight to RAM , there's some problem and ...

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Yjang.1 by Associate II
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  • 0 replies
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Resolved! Unsupervisory Machine learning examples using ST MEMS and STM32

Hi,I am wondering does ST Micro provides any example around unsupervisory Machine learning examples to implement on board learning using ST MEMS vibration sensor and STM32.As I can see Cartesiam provides some examples and the tools to does this work ...

Resolved! TOOL ERROR: Unknown layer type SHAPE, stopping.

Dear STM community,I am trying to deploy a simple tflite model on my STM32, but I can't get through the analyze step. I got the following error:TOOL ERROR: Unknown layer type SHAPE, stopping.If I convert the model to Keras (model and topology), it wo...

MKiss by Associate II
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  • 5 replies
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MCU, Sensing and Control with AI

Hello dear Engineers,I have a system with 3 inputs and 3 outputs. The system outputs are completely coupled with its input, but the system is supposed to be LTI. This leads me to a simple feed-forward neural network since modeling and controlling fro...

Resolved! Can TrustZone applications work with X-CUBE-AI?

I'm using a Nucleo-144 and have not been able to get X-CUBE-AI working in TrustZone. I'm using STM32CubeIDE and trying to add X-CUBE-AI with the software component manager (with the integrated STM32CubeMX).Interestingly, before a recent update (so ST...

XRaye by Associate II
  • 2834 Views
  • 9 replies
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Resolved! Loading fine-tuned MobileNetV3 ConvNet in STM32CubeAI

I loaded my mobilenetv3 model in STM32CubeAI but when I tried to choose the compression ratio of 4 and 8 to reduce size, the RAM and FLASH requirements are still the same.Also, I optimized my model in tensorflow lite which results in ~2MB, but when I...

CDolo.1 by Associate II
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  • 1 replies
  • 1 kudos