x-cube-ai

Acoustic features (MFSCs and MFCCs) for edge AI

Sound recognition involving a pre-trained neural network on an embedded STM32 board

Application components for STMicro STM32 MCUs

Image features for edge AI

STM32CUBE IDE X-CUBE-AI project version for STM32F4 Discovery based on ST HAR-CNN Keras model

STM32F429 Online handwritten character classification with Gated Recurrent Unit Neural Network

STM32H7 edge vision: Classical CV + TinyML object counting on-chip, OV2640 camera, FreeRTOS, X-CUBE-AI, PySide6 dashboard

TinyML Use STM32L432KC X-CUBE-AI

HandPosture Demo Control with STM32 AI, VL53L8C ToF Sensor

Embedded AI hand gesture recognition system featuring FreeRTOS, LVGL, OV2640 and X-CUBE-AI on STM32H743.

STM32F407 edge-AI node for industrial motor predictive maintenance: vibration/sound sensing, on-device anomaly detection (X-CUBE-AI), local alarm, and WiFi data upload.

Recognize handwriting of numbers drawn on the LCD screen

AI Pulse Reconstruction on embedded STM32

Real-time ECG arrhythmia classification on STM32F446RE using a 1-D CNN and ST X-CUBE-AI — trained on MIT-BIH, 98.14% accuracy, 460 KiB flash footprint

Prediction Sine Value

AI on microcontroller(MCU) tutorial for inferencing an ImageNet dataset with X-CUBE-AI

Real-time Parkinson's disease tremor detection and severity classification using an MPU9255 accelerometer, STM32F401RE, and an embedded neural network deployed with STM32 X-CUBE-AI.

On-device keyword spotting on STM32F407 (Cortex-M4): PDM mic, MFCC, int8 DS-CNN, open-set rejection

STM32CubeMX / X-CUBE-AI project running a quantized TTT ResNet on the Nucleo-N657X0-Q NPU.