Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
Hello there,I am currently working with the STEVAL-PROTEUS1 evaluation board.To supply power, I have connected the board to my computer via micro USB (alternatively, a battery could have been used, but it should not make a difference).For data acquis...
I used the cmd on Windows and entered the following command: "stedgeai.exe analyze --target stm32f4 --name network -m CNN_Attention_MLP1.onnx --verbosity 3 --no-onnx-optimizer". Then I got the error message as mentioned in the title. When the "--no-o...
As you see,i used cubemx create project which used cubeai.But i don't konw how to used it.What libraries are included in the code generated by CUBEAI? How should I structure my code and what is the underlying logic? What types of return values should...
Hello, I am using X-CUBE-AI to run an AI model on an embedded system. While executing the following line of code: batch = ai_mnetwork_run(net_exec_ctx[0].handle, ai_input, ai_output); a Hard Fault error occurs. What’s puzzling is that the error initi...
When i used cubeai,i met some problem which i click anaylze the error is "Unsupported layer types: DynamicQuantizeLinear, ConvInteger".And i saw my model's quantizelinear manner is dynamic.so i want used pycharm to solving my error.i want make a sta...
Can I run a Machine Learning model using Tensor flow lite or Edge Impulse on STM32F103C8T6 with 64kb flash.Actually I don't have any choice but to try to run the ML model on Blue pill, because my there is unavailability of other MCU boards at the ins...
After automatically searching for the best NanoEdge AI library, only the library ID and model name are displayed, and the specific content of the model, such as the neural network structure, cannot be found. I want to know about this aspect.Can you h...
Under STM32CubeIDE I generated a neural network form my Nucleo board with X-CUBE-AI 9.0.0 from a quantized TFLite model of a sine function. I followed the same steps as I did about one year ago with X-CUBE-AI 8.1.0 (at the time it worked) but this ti...
I currently have the STM32H7 DISC0 and plan on getting the STM32N6 development board. What I can't seem to figure out is if it is possible to train a custom dataset model on my own in tensorflow then download it onto the STM32 for inference? I was lo...
Hi,I am currently working with the nucleo-n657x0-q development board and trying to use the ST neural-ART NPU of the STM32N657X0 MCU. While I know that neural network models can be automatically mapped to the NPU through the STEdgeAI-core, I was wonde...