Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
Hello ST Community members, STM32Cube AI Studio is ST’s next-gen desktop solution for optimizing and validating AI models running on STM32 MCUs. It brings a unified workflow, improved performance evaluation, and a modern user experience designed th...
I tried to use YOLOv8n instead of YOLOX in the people detection and tracking project. However, after modifying the related files (app_config.h, postprocess_conf.h, and main.c) and generating the model weights for YOLOv8n, the people detection and tra...
Hello,I’m currently exploring the STM32N6570 MCU for an embedded AI/computer vision application.I would like to know how to port OpenCV or other AI inference frameworks to this device.Could you please guide me on:Whether OpenCV is already supported o...
I porting yolov11 model to stm32mp257. and The target detection model I use ,The output tensor is a combination of [1x7x8400] and [1x4x8400]. [1x7x8400] should be our classification because I have set 7 categories, and [1x4x8400] should be our positi...
Hi,I'm trying to deploy a quantized ONNX neural network on a STM32N6-Nucleo and inference on board returns clipped values (see clipped-output.png). Previously, I've exported and quantized my torch neural network to onnx using the following configurat...
Hey I am very new to this world. I study Data science and AI and I am currently writing my thesis on Federated Learning on Edge Devices.I am currently really really struggling on the device side. I have a quantized Yolov8n model fine tuned on weed de...
Hello,I'm following the instructions here: https://github.com/STMicroelectronics/stm32ai-modelzoo-services/blob/main/object_detection/docs/README_DEPLOYMENT_STM32N6.md after creating a virtual environment and installed all the packages from requireme...
hi,all. I used “best_saved_model/best_integer_quant.tflite” to perform inference on the PC,it's looks success!tflite_model = YOLO("/home/alientek/best_saved_model/best_integer_quant.tflite") # Run inference results = tflite_model("/home/alientek/han...
this is issue when i porting yolov11 to stm32mp257. # Reading input image input_width = input_tensor_shape[1] print(input_width) input_height = input_tensor_shape[2] print(input_height) input_image = Image.open(args.image).resi...
Dear STM Community,I want to run Yolov8 object detection model from ST Model ZOO. I try to change STM32N6-GettingStarted-ObjectDetection from Yolo Tiny to Yolov8. I changed app_config.h:#define USE_DCACHE /*Defines: CMW_MIRRORFLIP_NONE; CMW_MIRRORFL...
Hello,I have been trying for several weeks to run the Getting Started Object Detection demo from the STM32 GitHub repository.I followed both the GitHub and all the steps from the official guide:“How to run AI models from model zoo on STM32N6” by @B....
