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...
Hello ,Could you let me know the max size of model can fit in STM32N6570-DKRegards,Sandeep
Hi everyone,I'm working with an STM32N6 board and trying to deploy a custom YOLOv8n model in ONNX format using CubeMX and STM32 Edge AI. I’ve run into a few issues and was hoping someone could help clarify the process.Here’s what I’ve done so far:I s...
I am trying to make a minimal working example of a neural network running on the NUCLEO-N657X0-Q. To achieve this I followed this guide for the STM32N6570-DK on my own NUCLEO-N657X0-Q board. (https://community.st.com/t5/stm32-mcus/how-to-build-an-ai-...
I am trying to run tflm with stm32f769 eval. I build the tflm as a static library and included it in my project. My app is crashing whille calling allocatetensors() function. Anyone having any luck with it? Also I couldn' find any official demo for...
hiI have validate on the STM32N6 board by onnx model in STM32MX,but i have two different output ,like this: m_outputs_1: (10, 3)/float64, min/max=[-282.578064, 481.370483], mean/std=[-2.619613, 298.301398], output m_outputs_2: (10, 1)/float64, min/m...
Hello! How can I store the model's input data in the flash of the STM32N6570-DK, then deploy the model, read the input data from flash, and perform inference? Are there any relevant tutorials for this? I previously followed the model deployment tutor...
Hello, I'm working with a NUCLEO-N657X0-Q Board and trying to run/debug a TensorFlow Lite model that has been quantized to int_8 to run on hardware. I've tried several approaches but every attempt leads to a dead-end of one error leading to three mor...
Hi,I'm working on a NUCLEO-N657X0-Q board with all the newest software releases. The model I've uploaded stalls on one epoch forever while debugging or running the app. I'm trying to debug the following generated inference loop (in app_x-cube-ai.c fi...
Hello,i am trying to use the NPU on the N6 by creating a project with CubeMX/X-Cube-AI. After creating the project i am greeted by a lot of errors (30). I don't change any of the code after code generation. So my question is, is X-Cube-AI with NPU ev...
@stm@Julian E. I get the following error.Attached are the model and npz files for quantization. Quantization with int8 shows following errors: Executing with: {'model': '/tmp/quantization-service/280b5700-3751-4fba-a647-f57a80bf0b73/stm32_mnist.keras...
