The proposed technology enables high-quality image sensing in extreme low-light conditions using conventional RGB cameras enhanced with deep learning. Unlike costly and specialized hardware-based night vision systems, this AI-driven solution is low-cost, easy to manufacture, and suitable for ADAS, autonomous vehicles, and night-time surveillance.