Project Portfolio

Embedded Image Processing on the Jetson Nano


Timeline: Oct 2023 - Dec 2023

Team: 2 Members (Collaborative Project)

Hardware: NVIDIA Jetson Nano, Camera Interface

Technical Overview

This project focused on implementing real-time computer vision tasks on edge hardware, optimizing for the Jetson Nano's GPU architecture.

  • Face Detection: Utilized image processing techniques to identify human faces within a live camera feed.
  • Algorithm Development: Developed and optimized custom face filter and face swapping algorithms.
  • Dynamic Processing: Implemented advanced features including:
    • Real-time face swapping and filtering.
    • Gaussian background blurring.
    • Background replacement/segmentation.