Edge AI

Why I can not use TouchGFX when i enable the XCube AI on the STM32H7B3?

WE build computer vision application using STM32H7B3. we want use TouchGFX together with xCube-AI but for some reason i can not enable it the CUBE IDE.

In which file, after generating the code with a STM32H7A3, the "network_[name]_val_m_outputs_1.csv" is created?

Hi Madam,Mister, I generated code using STM32CubeMX for an STM32H7A3 microcontroller, and I have searched through various files such as main.c, but I cannot find the part of the code where the "network_[name]_val_m_outputs_1.csv" file is created. I w...

CubeAI doesn't fill the inside of the functions such as ai_platform_network_process(). How can I learn to write that functions?

Hi, I want to implement a Keras Model into STM32 by using CubeAI tool. I successfully upload the model to CubeAI but the fact is that CubeAI doesn't fill the inside of the functions such as ai_platform_network_process(). Could anyone suggest me resou...

To create an image classifier running on the STM32H747I-DISCO board with Teachable Machine

Hi ST member,I would like to create an image classification application on STM32 with Teachable Machine like https://wiki.st.com/stm32mcu/wiki/AI:How_to_use_Teachable_Machine_to_create_an_image_classification_application_on_STM32In first time, I crea...

Hi,can I use cube-AI for online learning?

I trained a model of reinforcement learning. In practical applications, I want to fine-tune the model on the embedded system according to the different environment. Does the cube-AI support this operation?

https://wiki.st.com/stm32mcu/wiki/AI:How_to_perform_motion_sensing_on_STM32L4_IoTnode I'm using X-CUBE_AI 7.1.0 but having trouble compiling this example project for motion detection.

ai_input[0].n_batches = 1; 'ai_buffer' {aka 'struct ai_buffer_'} has no member named 'n_batches'network.hAI_DEPRECATED#define AI_NETWORK_IN \ ai_network_inputs_get(AI_HANDLE_NULL, NULL)This comes up invalid initializer error.Any ideas? The initial c...

Why does model compression not happen in X-Cube-AI / STM32CubeMX.AI?

Hi,I am trying to deploy the MobileNet NN on a NUCLEO, and I am using X-Cube-AI (7.3) software pack.When using the keras model (H5) and opting for compression with different settings like "high", "medium", "low", the size of model is not decreased at...

INTERNAL ERROR: 'NoneType' object is not iterable

I designed my own network and completed the training on Pytorch. When I was preparing to use STM32cubeAI to implement .onnx file analysis, I encountered an error as shown in the title. But there is no other valuable information to prompt me to repair...

Hello, I'm using the cube AI software (current build is 8.0.0), do you have any example code to run an inference using this version of the package?