Designed for easy integration with a Python-based graphical user interface, this setup allows users to apply convolutional filters to video at 25 fps in real-time, using embedded cameras on Raspberry Pi or Nvidia JetsonNano. The JetsonNano's GPU supports parallel computing, enhancing image processing speed.