Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
I'm trying to deploy my own simple AI model (Handwritten digit recognition) on my STM32N6570-DK board. I have already finished this project on STMF407 discovery board using Keil MDK. However, linker garbage problem popped up and I don't know how to s...
I used stm32-h747 to train image classification, I used the image classification routine, but the actual effect is very biased, my quantized_model_confusion_matrix_validation_set is as shown below, is there something wrong with my configuration?
I am using the STM32N6-DK board.I am trying to execute an AI model on the STM32N6-DK board, following the instructions on the website below.How to run AI models from model zoo on STM32N6 - STMicroelectronics Community However, the software crashes wh...
HiI want to use the VL53L5CX on STSW-IMG035, but I found that the sensor initialization in the source code only supports VL53L7CX and VL53L8CX.I checked the source code of STSW-IMG023 and found some differences in the sensor initialization process, ...
Hi everyone,I'm working on deploying an MLP model on STM32F746 using X-CUBE-AI. The model was converted from ONNX format, and I’m running into trouble feeding the input features and retrieving the prediction result I want to run inference with the fo...
Hello Everyone,I’m still getting up to speed with the STM32N6 series, so apologies if my question seems off, but I’d really appreciate your help!I’m working on implementing object tracking using the STM32N6570-DK board with the MB1854B camera. I'm wo...
I want to use my custom dataset that is not supported by any of the .yaml files. Each yaml file example seems to only work with a dataset that is compliant to their specific use case. For example audio event detection supports ESC format and requires...
Original title (over long): "using stedgeai, i can generate network.c/ network_data.c/ network_data_params.c, however, how can i generate the ll-aton runtime related files?"Dear ST. How can I generate the ll-aton runtime related file with my weight s...
hi , i want to use STM32Mx to validate my model(.onnx) on target STM32N6570-DK board ,now STM32MX is 6.15.0 and Toolchain/IDE select STM32CUBEIDE,when i connect board to PC,and click the validate on target,it show me error like this: File "C:\User...
Hi everyone,I have created a NN with tensorflow:# ----- Model Definition ----- def build_model(input_dim): model = Sequential([ InputLayer(shape=(input_dim,)), Dropout(0.2), Dense(128, activation='relu'), # increased laye...
