Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
Hi All,I’m trying to hunt down the best board for my new project. Basically I need the following functionality either on the board or via add-on boards. I can see a few possibilities but I haven’t had much experience so I thought it best to ask. Than...
Hi, I'm working with implementing a Spiking Neural Network on a neural ART equipped STM32N6 board. As a true SNN has operators that are not supported by the STEdgeAI compiler, I have opted to create a ANN model that simulates spiking behaviour. My pr...
I am just starting with STM32CubeMX and X-Cube-AI. I am reading the documentation "Getting started with X-CUBE-AI Expansion Package for Artificial Intelligence (AI)" and got the point where it says to load a "public Keras HAR model file". Where do ...
Hi. I need to create my own boot leader that will be able to update itself and the application as well. I don't want to sign this boot leader and the application every time. Is it possible to create a simple FSBL that will be signed and permanently p...
I am currently running the object detection application code firmware from the STM32AI ModelZoo Services on STM32N6570-DK.I would like to extend its functionality with the following two features:- Convert the captured RGB frame to JPEG format.- And t...
I used JPG photos for training. So, after integrating it into the STM32U5 using X-CUBE-AI, what kind of data should I use for verification?Used RGB565?YUV?I have tried using JPG data, but it didn't work.
Can anyone please help with the step by step process for deploying a deep learning model on NUCLEO-H753ZI board using STM32CubeIDE and XCubeAI package...I am not able to do it even after trying multiple times...please help me through this .... using ...
My question is same the title. I know that you have zoo model with custom training script to training or fine tuning based on provided model. But I have a new model, that is trained in other environment, I exported it to ONNX. How can I deploy this m...
HelloI want to use ST Edge AI Core for model validate on STM32MP257.When I set the parameter --mode host, the report results include "Inference time per node" command： stedgeai validate -m ./linear_model_quantized.onnx --target stm32mp2 --mode host -...
Hi, Im implementing an YoloV8n model into the STM32 MPU257-DK, and its already working for the models available at, but I would like to know if there is any COCO 80 classes model and not person only. I got the .tflite in the following link:https://gi...