Edge AI

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...

CubeMX prompts to download GNU tools for STM32 when adding cube-ai analysis model

When using cube-ai, the following dialog box will pop up, and it will be stuck at 0%, and trying to manually install the GNU tool will not work. How to solve this?

What is the compiler when using 'validation on desktop/target' in STM32 Cube AI?

Hey,If I understand correctly, when using the validation, it will use the upload dl model and c-model to run the inference and then calculate the L2, RMSE, metrics. So I am wondering what the compiler for this is? Thanks in advance!

What is meaning of the " region `RAM' overflowed by 4240 bytes" error while compiling ASC source code with STM32Cube.IDE?

........... Omission. ..............................=cortex-m4 -std=c99 -g3 -DSTM32L475xx -DUSE_HAL_DRIVER -DUSE_STM32L475E_IOT01 -DPRIORITY_RTOS -DARM_MATH_CM4 -D__FPU_PRESENT=1 -c -O2 -ffunction-sections -Wall -fstack-usage -MMD -MP -MF"Drivers/BSP...

How can I configure the STM32 IDE to analyze my tflite file?

I'm using the STM32 IDE, making a project for my Nucleo-G474RE. I've loaded the X-Cube AI software but when trying to analyze my model, it just refuses. I don't get any errors, it goes to about 16% then immediately to 100 and says anaylsis failed. I ...

How to include CMSIS-NN function in STM32CubeIDE coded files

Hi STM community,Is anyone here familiar with adding the CMSIS-NN functions in a source code in STM32CubeIDE ?If you are, could you please point me to or provide me with the proper steps to do so ?As I am facing compile error "undefined reference to ...

Facing issues while building sine wave tinyml example on Nucleo-F401RE

Hi,I am using Stm32cubeide for creating a tinyml project for sinewave-tensorflow example. For this I used xubeAI software manager and loaded my tflite file with stm32Ai runtime.In the main file I am facing issue when I run the following initialisatio...

I have changed the FP-SENSING1 Code for AI and BLE Integration. When I used debug mode thro STM32Cube IDE - it is working. CubePrg .BIn file it is not working. But the time of compilation time and path has confirmed.

Deploy NN models on STM32L4R5ZI-P

I'm new to use STM32 boards. I have encountered problems when I try to deploy a pre-trained NN model on STM32L4R5ZI-P. When I have converted my NN model by using STM32cubeAI embedded in STM32cubeMX. It gives me a project folder. What should I use to ...