Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
I have a DB (Differentiable Binarization) model exported to ONNX, and I quantized it with onnxruntime using the code below:```dr = DetDataReader(calibration_dataset_path, input_model_path) # Fake images as I'm just attempting to measure the memory us...
안녕하세요 제목과 같이 관련돼서 문의 합니다. 입력 데이터는 아래와 같고,Translated to EN: Hello I have an enquiry related to the title. The input data is as below, // 13 x 15 int new_data[195] = { /* fill with your sensor data */440, 501, 743, 479, 546, 658, 596, 523, 493, 684, 85...
Hello everyone,I'm trying to use the sensortile box pro for an ML alghoritm.My idea is to have a machine learning algorithm that can identify two types of vibrations: correct and fault.Using the firmware loaded on the Sensortilebox Pro Datalog 2.1.1,...
I am facing some issues in my first AI project implementation using UM2526Starting a new STM32 AI project, can you anyone suggest the resources to get started
So i have a LSM6DSOX and connected to its sensor hub LIS3MDL. Currently I'm trying to log data to feed into the NanoEdge studio. So i need to grab data from the actual LIS3MDL. On the sensor hub you can read and write registers through the sensor hu...
Is it possible to implement the model of human activity recognition mode zoo on the STM 32f446RE board Only the board and one sensor are used.Is it feasible or not?
I am using STM32CubeIDE v1.12.1 on macOS. I have noticed that, when I import a project generated with STM32Cube.AI Developer Cloud, whenever I open the IOC and make a change to the device configuration that requires to regenerate the code, the projec...
Hi,Currently, I want to use TFLM library to do the inference rather than Cube.AI. For me, what I am doing is:1. download the latest tflm library2. build it with commands: "make -f tensorflow/lite/micro/tools/make/Makefile TARGET=cortex_m_generic TARG...
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...