Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
Hi everyone, In order to help our developers understand how their work is used and what to do in order to improve model zoo, we kindly ask you to look at this survey about ST Model Zoo Services. Link of the survey: https://docs.google.com/forms/d...
Good morning,I have created a project with CubeMX.AI based on an .h5 file constructed in keras following the steps shown on ST tutorialhttps://www.youtube.com/watch?v=grgNXdkmzzQ (Getting Started with STM32Cube.AI).Is it possibile to have an example ...
I have an LSM6DSOX on a STEVAL-MKI197V1 on a breadboard. I am able to communicate with the device (reading device ID returns the correct value, all driver calls return 0), but I am not getting an interrupt generated on either INT1 or INT2. I'm using ...
I converted a keras model to a quantized TFLite model to load this on my MCU. But i think Cube.ai doesnt yet support fixed Point TFLite models.Will this feature be enabled in the future?
Hello,i used the stm32ai software to quantize my MNIST model. I can load the quantized model on my STM32H743-Nucleo Board and with the Validation Software I can validate my quantized model on target.But I would like to create my own Application, so I...
I'm running a Cifar10 Keras CNN Pre-trained model basically an image recognition model my labels are : 0 - airplane1 - automobile2 - bird3 - cat4 - deer5 - dog6 - frog7 - horse8 - ship9 - truckThe image array is stored as HWC format or Height-Width-C...
Unico 9.0.0.0 / STEVAL-MKI197V1 (LSM6DS0X) / Machine Learning Core (MLC)When entering Features, how do you end? There should be a "End Feature Configuration" selection but I do not see it in version 9.0.0.0. If I just "Next" another feature selection...
Hello,Is there a way to give X-CUBE-AI a model with quantized-weights? Right now the tool is able to do a custom post-training quantization for a given Keras model. However, what if we have a model that already has quantized weights (which is the cas...
Hello,I have noticed that the latest version of X-CUBE-AI (4.0.0) has support for Tensorflow Lite. Therefore I tried to analyze a SSD Mobilenet v1 network that I found on this blog post:Link to blog postLink to .tflite modelWhen analyzing the .tflite...
Hello, I have some questions about using the code generator I am currently using an STM32F446 and I want to use a Keras model driven by python to make a prediction on the data retrieved by the micro-controller in order to get better results. I found ...
How Cube-AI is different from ARM CMSIS-NN and ARM NN SDK?
