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, Are you a data scientist or machine learning engineer with experience deploying neural networks on edge or embedded devices? The ST team invites you to join a 45-minute remote usability session to provide technical feedb...
I’m currently testing my own quantized model on the STM32N6570-DK, using the official X-CUBE-AI application example.All Model Zoo examples (e.g. SSD, image classification) run perfectly with the same firmware and codebase.However, when I replace the ...
Hi all,I'm training a ST_yolox model to detect car. In my user_config.yaml i tried to use this : pretrained_weights: coco When i launch the training script i got this errorraise ValueError("\nUnknown or unsupported attribute. Received `{}`{}".format(...
Hello community,I am currently working on deploying a full YOLOv8n (80-class COCO) model on the STM32N6570-DK and integrating it with the Object Detection example from the STM32 AI Model Zoo Service.I closely followed this tutorial:How to deploy YOLO...
Hi all, According to the STM32N6 reference manual (see attached figure), both the diagram and the text description state that the ConvAcc should support 16-bit input × 16-bit weight (16×16) operations.To verify this, I designed a simple test model(se...
Hi,Is there a way to enable weights compression while also using the STM32N6 NPU ?I saw there is Decompression unit in the reference manual where it tells the NPU compiler is the tool that generate codebooks offline (there is also mention of it in li...
hi：I’m using the STM32N6570-DK board to develop a USB-host application that connects to a UVC webcam.I started from the example inSTM32Cube_FW_N6_V1.2.0/Projects/STM32N6570-DK/Applications/USBX/Ux_Host_VIDEO.At run-time the start-up fails here:status...
Hi!It might be a *** beginners question but I'm quite lost...I'm trying to deploy my .ONNX model on my new NUCLEO-N657X0-Q board. The MCU on it STM32N657X0H3Q, seems to have 4Mb of RAM and no flash, but the board itself has 512Mb octaflash memory on ...
I am currently running the head_landmarks model from the official STM32 Model Zoo:https://github.com/STMicroelectronics/stm32ai-modelzoo/tree/main/pose_estimation/head_landmarksThe ONNX model I used is face_landmarks_v1_192_int8_pc.onnx (downloaded d...
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...
