Edge AI

[Short Survey] Please give us your feedbacks on ST model Zoo Services

Hi everyone, In order to help our developers understand how their work is used and what to do in order to improve model zoo, we kindly ask you to look at this survey about ST Model Zoo Services. Link of the survey: https://docs.google.com/forms/d...

"Debug" configuration instead of "n6 release"

Hello,First of all, I'm a newbie in STM32N6 boards, so I apologize in advance if my question is fairly basic.I am trying to deploy an application for object detection using the STM32N6570-DK.I am following the "Object Detection STM32N6 Model Deployme...

Resolved! What's the newest ONNX Runtime version that the X-CUBE-AI 10.2.0 supports?

I want to train some small DL models with Nvidia's RTX 50 series GPU, which can work properly only with CUDA 12.x. I've learned that the CUDA 12.x is only compatible with ONNX Runtime 1.17.x or newer version. So I want to know if the X-CUBE-AI 10.2.0...

Custom model object detection on STM32N6-DK error

Hi,I have build a custom model based on st yolox model.This model have an input of 480x480. Intput int8 and output float.Five classes for vehicles detectionQuantized and tested on stm32N6570-DK.Now i'm trying to add my model on this st examplehttps:/...

STM32N6 — LTDC goes black when calling LL_ATON_RT_Init_Network()

Hi,I am working on an STM32N6 project inspired by the peopleDetection example in which I try to run a yolov8 for instance segmentation.My pipeline uses camera (DCMIPP) + LTDC display + NPU inference (ATON / X-CUBE-AI).Each subsystem works correctly o...

Resolved! Download NanoEdge AI Studio FAIL WHY?

Resolved! What does the --enable-epoch-controller option do in ST Edge AI?

I’m currently testing the system with different configuration options, and I am trying to understand the impact of the --enable-epoch-controller option flag.Could you explain what functional or performance differences occur when this option is enable...

X-CUBE-N6-AI People Detection Demo Shows Only Gray Screen When Debugging in CubeIDE

Background:I am using the STM32N6570-DK board and trying to use the NPU for acceleration. For now, I want to run the official demo (x-cube-n6-ai-people-detection-tracking-main) to learn and verify the workflow. However, I have encountered some issues...

Resolved! Data Format Output by YOLOv8n_float Model Running on Cube.AI via STM32N6570-DK

Dear ST staff, Recently, while using STM32CubeMX with CubeAI to deploy the yolov8n_192_quant_pc_uf_od_coco-person.tflite model from object_detection onto the STM32N6570-DK development board. Subsequently, following CubeAI's configuration, I pr...

On-board fine tuning/training of a model

Hey!I have a ResNet model that I have deployed on my NUCLEO-N657X0-Q, and I want to run a training step on the board itself. I'm fine even with training just the last 1-2 layers of my model on a single sample, so that the memory on the board will suf...

Resolved! Board programming failed during Object Detection STM32N6 Model Deployment

Dear ST Team, I'm trying to deploy models on STM32N6570-DK, and there is the issue:Followed tutorial below:stm32ai-modelzoo-services/object_detection/docs/README_DEPLOYMENT_STM32N6.md at main · STMicroelectronics/stm32ai-modelzoo-servicesEncountered ...