Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
Hi,I am trying to deploy a network based on LSTM created with pytorch. The model is analysed correctly but validation on Desktop gives the following error: LOAD ERROR: exception: access violation reading 0x0000000000000004 In the MCU a hardfault rais...
Does anyone knows how to open the .ioc file of Image classification example from Model Zoo? Where is the location of this ioc file as I couldn't found it and is there anyway for me to obtain the ioc file? Thanks
Hello, I tried to convert my model using STM32Cube.AI Developer Cloud and on my pc STM32Cube AI at CubeMx. However, I got following error from stm32ai. Then I debug model with netron and realize that sizes are not matching with stm32ai library. How c...
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 uploaded my ONNX model, and using the AI developer cloud, I downloaded the result as STM32CubeIDE Project. I successfully deployed it on the NUCLEO-F401RE board and I can see the analysis of the model on the terminal using Putty. Now, as the next s...
"I'm facing a challenge with implementing a model on my STM32 board. While the model works flawlessly on some boards, it encounters issues on others. I've verified the hardware compatibility, software configuration, and resource constraints across al...
good morning, I'm trying to import a neural network for NILM (non-intrusive load monitoring) in the stm32 environment, but I can't complete the analysis due to the presence of the error: INTERNAL ERROR: unpack_from requires a buffer of at least 12283...
Hello,I am currently working on a project to recognize and classify pet dogs using the H747I-DISCO board. So far, I have successfully deployed both an object detection model and an image classification model on the board using the resources from the ...
helloim trying to deploy an AI model in the stm32f407 board that predict if its gonna rain or not based on the current temperature and humidity(either from a sensor or data given through teh serial monitor) (led on if its gonna rain and vice versa) w...
I am trying to run an ONNX model trained using Scikit Learn on the STM32H735G-DK board. I am using STM32 cube IDE with X-CUBE-AI 9.0.0 enabled. I entered the model path, clicked the 'Analyze' button, and got an error
