Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
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
helloI have a question related to the title.The input data is as follows, // 13 x 15 int new_data[195] = { /* fill with your sensor data */ 440, 501, 743, 479, 546, 658, 596, 523, 493, 684, 855, 3, 2, 536, 605, 743, 576, 664, 791, 728, 523, 591, 799...
I am testing DL model on different MCU platform. Is it possible to get the power consumption information?And is there any option to change the clock frequency of MCU? Ritesh
I am trying to make a voice controller light with the help of STM32F411RE. I have trained a model with the help of google colab and imported it in both the format that is .h5 and .tflite but initially it was showing that the space is full and then af...
Hello, I am trying to build a simple AI app on my stm32f7 discovery board.In VSCode when I try to build my cmake project (simple hello world DNN) generated with STM32CubeMX and TFlite Micro runtime (application template), I get a lot of linker errors...