AI-Based Face Recognition on low power Micro-Controller

Description

This repository contains the customized version of the Embedded AI face recognition system developed for my bachelor thesis. The software runs fully on the STM32N6570 Discovery Kit and provides local face detection, face recognition, PIN verification and a small user interface. All components run offline on the microcontroller with low power usage.

Graphical User Interface

Steps to Execute the Embedded-AI Software

Pre-requirements

Required Tools

• STM32CubeIDE
• STM32CubeProgrammer
  • External Loader Path:
    C:\Program Files\STMicroelectronics\STM32Cube\STM32CubeProgrammer\bin\ExternalLoader\MX66UW1G45G_STM32N6570-DK.stldr

Script flashing (Tested with Git Bash)

• Navigate to the scripts directory:

cd /c/STM32_FaceRecognition/BA-EmbeddedAI/Scripts
./Full_Board_Cleanup.sh
./Software_Flashing.sh
./User_Interface_Flashing.sh

Software Architecture Diagrams

State Tranistion Diagram

Software Package Diagram

This is my customized version of the project.
For the original documentation, see README.original.md.