Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
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 ...
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...
With a fresh installation of STM32CubeIDE 1.6.1 on a clean WIndows 10 Pro 20H2, after adding X-CUBE-AI 6.0.0 to a new STM32 project, Analyze fails with:ImportError: cannot import name 'get_all_providers' from 'onnxruntime.capi._pybind_state' (C:\User...
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:\...
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...
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...
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 ...
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 ...
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...