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 implement an audio classifier on stm32f746g-discovery board. I converted my keras model into a tflite file and successfully loaded it in the board.I used integer only quantization on my model in order to decrease ram usage. I think...
I am currently trying to run an ML model on the STM32H7A3. The model is uploaded correctly and successfully analysed.The first issue is that when generating the code, the middleware folder which contains ST>ai (which contains ai_platform) is deleted ...
Hi.I'm trying to run a neural network model using X-Cube-AI, but at the point of performing the inference, my program gets stucked in the Hard Fault handler routine. I attach the details given by the Hard Fault Analyzer in STM32CubeIDE. I have read t...
screen MB1166-a09,FP-AI-VISION1_V3.1.0,camera mb1683-CAMS-A02, the screen is a mess.No camera picture.I'm using cubeide for run( flash the borad),should i change the version of FP-AI-VISION1? where i goes wrong？
Hello:After a basic understanding of X-CUBE-AI, I am not sure if I have a sufficient understanding of this project. I seem to have found that the generated network. c and related model files do not particularly rely on the HAL library and MCU, so I t...
Hi, I have followed the tutorial https://www.youtube.com/watch?v=grgNXdkmzzQ&t=4s to test X-CUBE-AI with CubeMX5.0.1, but the step 'Analysis' just end with an error message without any details. I have received the same error with CubeIDE which comes ...
Hi, I have a problem validating my classifier on xcube ai (both validation on target and validation on desktop). It shows error scores but accuracy is n.a. persistently. I have tried setting "--classifier" option in settings, restarting cubeIDE, noth...
I'm trying to run simple validation on target in XCubeIAI on my model. Upon building I get the following error: On my other pc with the same project and IDE version the validation is succesfull. Any ideas?
Hello, I am new to deployment of neural networks on mcu's. I am doing a speech enhancment project and want to deploy my noise classificator on my nucleo L496ZGP board. I have 0 exprience with this, how can I do tests on my custom data and (prefferebl...
When the cubeai tool is used to analyze the model, the unquantized model can be analyzed normally, but the static quantization analysis can make mistakes. I use the onnx model. The following is my quantified model. I hope someone can help me.