Edge AI

Mode 2 & Mode 3 made easy- How to handle the motion artificial intelligence on the SensorTile.box from your home

On May 12th an interesting Webinar was presented on the smart use of the Machine Learning Core embedded in the X-family IMU sensors, such as the LSM6DSOX mounted on the SensorTile.box board.The main example proposed during the webinar is related to t...

Quantized models throw error in Cube AI

Hi everyone,I am trying to implement an image recognition application on an STM32L475. I succeded implementing a Keras model with Cube AI and wanted to reduce the memory footprint with a quantization model. I used the following code to quantize the k...

Hello everyone, I would like to ask you about a handwritten number recognition project I have been working on recently. How to input the collected 28*28 image data into the neural network and use keil programming to verify it on the stm32f407 board?

Hello everyone, I would like to ask you about a handwritten number recognition project I have been working on recently. How to input the collected 28*28 image data into the neural network and use keil programming to verify it on the stm32f407 board? ...

Question from Predictive Maintenance Webinar 29th of April: You mentioned AI (Artificial Intelligence) based algorithms in one of your slides. Does ST offer these for customers?

STM32Cube AI

HiI am using voltage and current sensors for state estimation of storage system. I want to do this state estimation through NN. Is it possible to use this STM32Cube AI for train and test the data. If it is possible,please kindly provide the help with...

Can I deploy autoenconder for anomaly detection also?

Import weights at runtime

Hello,is it possible to import weights at runtime? I plan to convert a NN with Cube AI and deploy it to the controller, and later on receive weights via BT and overwrite the previous weights. Would that be possible or can the weights only be set whil...

This forum seems to be new, we all have problems, everyone looks and nobody brings solutions.

This forum seems to be new, we all have problems, everyone looks and nobody brings solutions. The official support only gives code to verify the neural network, but I do not want to verify, I want to predict, I want to use the neural network in the m...

XCUBE-AI Keras model Analysis/Validation error.

I have encountered error while executing validation on my first Keras model using XCUBE.AI extension. The error message below,----------------------------------------------------------------------------------------------------------------------------...