Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
Hello,I want to implement an application for detecting items in the kitchen on an STM32-H747i-DISCO board. I installed Python 3.10.2, TensorFlow 2.8, CUDA 11.7, and cuDNN v8.8.1. After installing the model zoo , I tried running the command in Comman...
I want to run Cube AI Model zoo examples on STM32H745. The current example in Model zoo is for STM32H747 with a display, I can replace the display and print the output on UART. Is there an example or tutorial that explains the changes required to ru...
im trying to run a model that distuingish pasta types using stm32h747i and camera . i followed this guide https://wiki.stmicroelectronics.cn/stm32mcu/index.php?title=AI:How_to_use_Teachable_Machine_to_create_an_image_classification_application_on_ST...
It seems like a used ram size fit to External SDRAM in STM32H757i- EVAL Board.However, I can see the error when doing analyze.Also, I cannot see any TFLite Micro runtime generated code.I can see empty function.I was totally fine with STM32CUBE AI run...
How to figure out which model can be deployed on the board, according to the available RAM on the board.The ST-yolo-LC model from the ST model zoo seems to fit the board's RAM availability,(i) is it possible to train this model for my own usecase i.e...
When I used validation app I could see like notes: - the output of the reference model is used as ground truth/reference value - 10 samples (5 items per sample) acc=100.00%, rmse=0.000000147, mae=0.000000066, l2r=0.000000430, nse=1.000, co...
Hi,I'm encountering an issue while porting a trained TensorFlow-Lite model, obtained from a research paper, onto a NUCLEO-F401RE board. The process goes smoothly when analyzing and validating the code on my desktop, generating the code, and downloadi...
I wanted to share some feedback regarding the use of ModelZoo, as you previously recommended. Unfortunately, after dedicating significant time—about a month—to working with it, I have encountered numerous challenges that have made it difficult to ach...
I have a STEVAL-PROTEUS device that I collected data with and NanoEdgeAI returned a model that has very high accuracy (almost 100%). In fact, during the validation step on NEAI, the emulator returns very accurate results as well. However, in the depl...
Hi everyone,I am using version 4.5.0 of Nano Edge AI with the STEVAL-PROTEUS1 sensor kit. I am trying to implement anomaly detection for motor vibration. However, when I attempt to add a signal using USB (serial), I occasionally receive meaningless 1...
