Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
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...
Hey Guys,I am currently in the process of running an object detection model on the N6. To make it accelerated on the NPU I quantize it during Training (QAT) in pytorch. I made some adjustments to the exported QAT model in onnx to make it run on the n...
Hi everyone,I am trying to train a large dataset in NanoEdge AI Studio, where each class is around 500 MB in size.Totally 5 class.However, I am facing limitations related to the data structure, memory usage, and training workflow in NanoEdge AI Studi...
When using stm32n6 and enabling both GFX and AI models, the runtime continuously reports errors:"Epoch controller error interrupt: EC_IRQ = 0x00000008 Epoch controller opcode counter: 0x00000000 Epoch controller tag: 0x00000000 ATON_STD_IRQHandler()@...
Hi everyone,I am trying to deploy a custom ONNX model on the STM32N6 using X-CUBE-AI v10.2.0 (ST Edge AI Core v2.2.0), but the tool crashes immediately during the analysis phase.Setup:Target: STM32N6Tool: X-CUBE-AI 10.2.0Model: GTCRN (from this repos...
I am currently working on deploying a quantized Int8 TFLite model (ECG classification) onto the NUCLEO-N657X0-Q board using X-CUBE-AI.The Issue: I have successfully flashed the FSBL, Application, and Model Weights . The system boots up, and the infer...
Hi!I'm new with STM32CubeIDE and STM32N657X0-Q. I'm working with them because of my bachelor's thesis. My model size es 73KB but 432KB because of activations.The input of my ML is data generated with CMSIS-DSP but I have issues in LL_ATON_RT_RunEpoch...
Dear ST, I am using Nano Edge AI Studio for Embedded ML teaching at university. Recently, I faced the problem of installing licenses on class computers reporting that “License has reached its activation limits”.I understand that Nano Edge Ai Studio i...
Hello ST Community,I am currently working on my Final Year Project (PFE) and would appreciate your guidance regarding hardware and system design choices.Project Context (PFE)Objective:Develop a portable Edge AI–based system to detect worker fatigue i...
1. Problem DescriptionI am running an int8 quantized 1D CNN model on STM32N6570 (NPU / ATON runtime).The full pipeline is:Modbus sensor input → preprocessing → NPU inference → postprocessing (softmax)The issue is that the NPU output (net_out) is iden...
Hello, I would like to know if I can use FP-AI-Vision to design my own application, for example, to detect trees in a yard. Or is it designed only for the three applications: food recognition, person presence detection, and people counting?
