Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
Hi everyone,I’m currently working on deploying a YOLOv8 model on the STM32MP25 using ST Edge AI. Here’s what I’ve done so far and where I’m stuck.Training & Export:from ultralytics import YOLO model = YOLO("yolov8n.pt") # medium variant model.train...
HI everyone,I have recently bought a STM32N6570-DK and I am trying to implement an example model from the Model Zoo on my board. I am able to get results and benchmark but when I go to Generate Your Project I am only able to Download C Code as seen i...
Hello,I am currently working with the STM32N6570-DK and am studying several official example projects from ST's GitHub repositories. The projects I'm looking at are:ObjectDetection: https://github.com/STMicroelectronics/STM32N6-GettingStarted-ObjectD...
Hello, I am working with the SensorTile.box PRO and trying to connect it to a Raspberry Pi 4B over USB.On plugging the board into the Pi, it is detected in lsusb as: Bus 001 Device 003: ID 0483:5744 STMicroelectronics Sensortile.box_PRO_Mu...
Hello , I am trying to use a text detection model on STM32N6 . This is a CNN modelThe command used is : stedgeai generate --model custom_model.onnx --target stm32n6 --st-neural-art default@user_neuralart_STM32N6570-DK.json --input-data-type float32Th...
Dear TeamHow can I implement Zoo models on the STM32N657-DK board?
Hi,On my test setup with the NN (MiniResNet model from STM32 Model Zoo),I observed the following behavior:Without calling LL_ATON_RT_Reset_Network() after each inference, only the first inference runs a few ms. All subsequent calls return almost inst...
Hello everyone,I’m an embedded software engineer currently working with STM32 microcontrollers, and I am very interested in understanding how AI is being integrated into embedded systems.I would like to know:What are the common approaches or framewor...
Hi, I have been trying to deploy simple neural networks.tflite on the STM32 N657X0 board, by applying the XCUBEAI, running under NPU.While, I have not made it work yet. If anyone has such project or docs to share, It would be highly appreciated. Best...
Hello,I am working with the STM32N6570-DK board and running the STM32N6-GettingStarted-ObjectDetection example. When I debug the program in CubeIDE (The MCU runs in Dev mode), I encounter the following issue:In the main loop, when the function LL_AT...
