Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
We have a trained keras model, and we we are trying to deploy it on the stm32. We successfully loaded the model on cubeMX and can see the generated code in Keil.(attached .h and .c files).WE are having difficulty understanding what to pass as argumen...
I am trying to validate Keras model using STM32 cubeMX on STM32f407 discovery kit. I am able to generate code and flash into board. But, after that when I tried to validate on target it gives me error as STM32com exception: Invalid payload: ack inste...
I am trying to use X-cube-ai in STM32CUBEIDE but when I try to configure I am getting this error " Warning: This IP has no parameters to be configured" (image attached)The "x -cube-ai" pack has been installed I have checked in "manage embedded softwa...
Hello, I have a STM32F746G-DISCO which has a microcontroller with 1 Mbytes of Flash memory and 340 Kbytes of RAM. However, I would need more space for my bigger Keras/TensorFlow models. I have noticed that this Discovery board comes with 128 Mbit Qua...
Good morning,I have created a project with CubeMX.AI based on an .h5 file constructed in keras following the steps shown on ST tutorialhttps://www.youtube.com/watch?v=grgNXdkmzzQ (Getting Started with STM32Cube.AI).Is it possibile to have an example ...
I have an LSM6DSOX on a STEVAL-MKI197V1 on a breadboard. I am able to communicate with the device (reading device ID returns the correct value, all driver calls return 0), but I am not getting an interrupt generated on either INT1 or INT2. I'm using ...
I converted a keras model to a quantized TFLite model to load this on my MCU. But i think Cube.ai doesnt yet support fixed Point TFLite models.Will this feature be enabled in the future?
Hello,i used the stm32ai software to quantize my MNIST model. I can load the quantized model on my STM32H743-Nucleo Board and with the Validation Software I can validate my quantized model on target.But I would like to create my own Application, so I...
I'm running a Cifar10 Keras CNN Pre-trained model basically an image recognition model my labels are : 0 - airplane1 - automobile2 - bird3 - cat4 - deer5 - dog6 - frog7 - horse8 - ship9 - truckThe image array is stored as HWC format or Height-Width-C...
Unico 9.0.0.0 / STEVAL-MKI197V1 (LSM6DS0X) / Machine Learning Core (MLC)When entering Features, how do you end? There should be a "End Feature Configuration" selection but I do not see it in version 9.0.0.0. If I just "Next" another feature selection...