Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
I've been watching the project creation of an AI application in STM32Cube.AI. What I am looking for is a tutorial on how to use the X-CubeAIto run inference on data that are feed to the GPIO pins of STM32 MCU's. So far, I did not see STM giving tuto...
Hi,I am working for a ‘Digit detection’ project using STM32CubeIDE 1.5.1 (X-CUBE-AI.5.20) and STM32H743. I have created Keras Model with 28x28 pixel size grey scale image for training. Every thing work as expected with CubeIDE. I am looking a right s...
Hi,I would like to ask whether it is possible to put multiple models into an MCU using x-cube ai. The first model would generate one output which will be one of the inputs for another model with 13 inputs and 3 outputs.If you could provide steps as t...
Hi All,I am developing product using LSM6DSOX and plan to use MCL for classification. Current process of development is following: 1 gathering raw data2 generating ARFF file with features using Unico GUI3 generating decision trees using our py code4 ...
Join our one-hour webinar with live Q&A on the IIS2ICLX (2021 CES Innovation Awards Honoree) inclinometer for angle measurement in Industry 4.0 and Smart City scenarios ranging from robotics to solar panel pointing applications, and even mention Stru...
I'm trying to deploy an object detection system on the STM32H743ZI2 board using CubeIDE and X-CUBE AI. For my evaluation process, I want to load images (stored as flattened text file arrays) from a USB flash drive.To be clear, the USB appears to be s...
Hello,We are running a tflite model (generated from tf.Keras) following the example here : https://www.digikey.in/en/maker/projects/tinyml-getting-started-with-stm32-x-cube-ai/f94e1c8bfc1e4b6291d0f672d780d2c0While running "Validate on Desktop", we ar...
Is there any example of a CNN used in CubeIDE? Let me explain better, among the various video tutorials on the ST website and on youtube the demonstrations end with the loading of the neural network and their validation through the functions made ava...
Condition monitoring is a major component of the predictive maintenance systems, allowing production performance improvement, maintenance cost reduction and a drastic decrease of the downtime due to routine maintenance, especially in an Industry 4.0 ...
In the project, the input data of keras model is a 2-d vector consisted of float x1 and float x2. But in the cubemx.ai generated application template code, the data type is ai_u8 as follows: ai_u8 *in_data = NULL; ai_u8 *out_data = NULL;Then ,I modif...
