Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
Hello ST Community members, Are you a data scientist or machine learning engineer with experience deploying neural networks on edge or embedded devices? The ST team invites you to join a 45-minute remote usability session to provide technical feedb...
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...
Hello everyone,I am currently working on a DIY toy project and I need some advice on selecting the appropriate components. My project involves setting up real-time image recognition artificial intelligence, a compatible camera, and controlling servo ...
..\..\AI\X-CUBE-AI\App\app_x-cube-ai.c(93):error: #20: identifier "AI_AI_DATA_ACTIVATION_1_SIZE" is undefinedstatic uint8_t poo10[AI_AI_DATA_ACTIVATION_1_SIZE];...\...\AI\X-CUBE-AI\App\app_x-cube-ai.c(95): error: #28: expression must have a constant ...
Thank you!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!The error are:TEMPLATE - initializationTEMPLATE - Error (ai_network_create_and_init) - type=0x33 code=0x41 and I also have another issue is when I using .h5 file to g...
HiRegarding X-Cube-Ai, it seems to be closed source, I wonder if its underlying implementation relies on the api provided in CMSIS-NN? Or did ST implement it all by itself ?
