Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
I want to train one of the pretrained AI models (lets say i choose yamnet), on my own data. I want to use mimii dataset which consists of different industrial equipment sound files in .wav format in normal working condition and anomalous working cond...
I have followed the model zoo github tutorial to train, quantize and deploy an Audio Event Detection model. I used the available yamnet-256 and followed the tutorial to the end of deployment. I manage to get successful deployment but when I connect t...
Hello, ST community members, I am trying to port an onnx model to STM32H743VITx through X-CUBE-AI. When analyzing the network, the following error message appears:"TOOL ERROR: Error in computation of shapes"I don't know if it is because some layers i...
Hello. I have made with ST Edge AI Developer Cloud a model and downloaded the whole project for STM32CubeIDE. When I do Validate on desktop it works fine and I get expected results.But Validate on target gives me a compilation error. Building projec...
I have a LSM6DSO16IS (sensor with ISPU) and I want to upload in it its configuration file (.ucf). I only saw guides which shows how to upload it through MEMS Studio or Unicleo GUI, but I want to upload the .ucf without external tools (like MEMS Studi...
Hi everyone,I’m evaluating the LSM6DSV16X for a project and have a couple of questions:1. Temperature Sensor AccuracyI know the built-in temperature sensor is mainly for internal monitoring, but I’m wondering how reliable it is for actual ambient tem...
Hi, I am using STM32N6570-DK kit. I have an example project for image classification, but it is designed for STM32CubeIDE. I want to port this project to Keil ( in order to use the ARM Compiler). Could you please provide the project file so it ca...
I am evaluating AI with the STM32N6570-DK. I can create a starting project with the new project wizard (cubeMX inside cubeIDE) by targeting that dev kit. It produces FSBL and APPLI projects that build fine. When I add in the X-CUBE-AI middleware v...
Hello everyone! :raising_hands:I’m currently working with the N6 Discovery Board and would like to systematically understand the available CubeAI API functions related to AI features. Does anyone know if there is a comprehensive reference or document...
Hi everyone,I'm working on deploying an object detection model on the STM32N6570-DK board. While I have successfully deployed it, I noticed a significant drop in accuracy during live testing compared to the floating-point YOLOv8 model.I'm now conside...
