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Challenge: share your ISPU neural network implementation!

Dear community members,Here’s your chance to win some prizes from ST until November 29, 2024! You can join the challenge by sharing your ISPU neural network implementation. We’ll provide instructions and hints during the ISPU webinar held on October ...

How to generate the capsule network codes using cubemx.ai

I create a capsule layer for my capsule network, as follows.#A Capsule Implement with Pure Kerasclass Capsule(Layer):   def __init__...   def build(....):   def call(...): ...model = Model(...)model.compile(...)model.fit(...)model.save('***.h5')But ...

Swu.4 by Associate II
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X-Cube-AI and C++

Hey Community,did anyone run a X-Cube-AI project using C++ successfully?I get undefined reference errors when adding X-Cube-AI via CubeMX to my perfectly running cpp project in CubeIDE.steps to reproduce: create new project with cubemx, specified as...

FFrai.1 by Associate II
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  • 2 replies
  • 1 kudos

Resolved! stm32ai quantize error?

I'm trying to use STM32AI quantize -q .json to quantize a Keras .H5. However, I never got it working.Version: STM32 XCUBE-AI 6.0.0tensorflow: I tried tf 2.0 and tf 1.15 installed Platform. tried on both window and Linux (ubuntu 18.04)Command line:C:\...

GWang.3 by Associate III
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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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[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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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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