Reference book on Arm Helium (M-Profile Vector Extension) for Cortex-M processors covering SIMD, DSP, and ML (educational)

A LVGL porting for Cortex-M55 running on an Arm official FPGA prototyping development board called MPS3 (AN547), see Figure 1. It is also possible to run the project template on an emulator called Corstone-300-FVP, which is free. Topics Resources

UVC webcam firmware for STM32 Nucleo-N657X0-Q. Captures frames from an IMX335 MIPI-CSI2 sensor, encodes them with the on-chip H.264 hardware encoder and streams to the host over USB High-Speed. Includes a vendored FSBL, CMake build and VS Code sign/flash tasks.

YOLOX inference on STM32N6 NPU

Hardware-verified SNN-equivalent intrusion detection system (IDS) on STM32N6 Neural-ART NPU. INT8 quantized MLP achieving 0.4561ms inference at 800MHz. First publicly documented IDS on a commodity MCU NPU with T=1 SNN-ANN equivalence validation.