Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
Hi,I'm doing a university project on top down people counting and the existing People Counting program in the FP-AI-VISION1 package seems perfect. I'm new to microcontrollers and AI, generally speaking, but I just wanted to know if it was possible to...
I'm trying to add different trained models to my CubeMX project, but all Keras and ONNX models (even example models from the stm model zoo) produce the same error during the analization process: Failed to execute script 'pyi_rth_pkgres' due to unhan...
Hello,I'm new to C and STM32 deployment. I am developing a ML model that I would like to run on a STM32F446RE board. I'm using STM32CubeIDE 1.14.0 and X-Cube-AI 8.1.0. I followed the first steps to add the model, Analyze and Validate on desktop and o...
Hi ST professional team Following the documentation instructions & opteratingHow to use Teachable Machine to create an image classification application on STM32 https://wiki.stmicroelectronics.cn/stm32mcu/wiki/AI:How_to_use_Teachable_Machine_to_crea...
Hello, I am developing an AI classification model based on LSM6DSOX sensor data. Before adding the X-CUBE-AI software pack to Cube IDE, I was firstly developing the data acquisition code with the driver from X-CUBE-MEMS1, which I managed to do. After...
I want to run AI machine vision applications using STCubeAI. After training the model with TensorFlow components, I obtained a tflite file. Then, I imported and analyzed the model using the CubeAI toolkit in STM32CubeMX, and subsequently generated Cu...
My binary classification algorithm has one input (270 data) and one output, I refer to section 6.4 of the code(AI:How to perform motion sensing on STM32L4 IoTnode - stm32mcu (stmicroelectronics.cn))but the output category is always wrong, I don't kno...
Hello,I am working on an AI model that I want to deploy on a board with a STM32U5 Series MCU (it's not an ST board). I'm using Cube.AI to convert my .h5 model into C code, but deploying the model on my board has been quite complicated, as I'm not rea...
I am trying to deploy an AI model on an MCU using Cube AI TFLite Micro runtime. The model is successfully flashed but I get the following error when the validation starts:[AI:network] stm32ai: error: argument --mode: invalid choice: 'stm32_io_only' (...
When I use my STM32 BL475E IoT Node for operations not involving peripherals like blinking the onboard LED,serial printing to monitor,Running an AI model they are working properly.But when I tried to blink an external LED it is not working.same appli...