“Experts have proposed a zero supervision weak light image enhancement method, which eliminates the dependence on paired supervised data, effectively suppresses overexposure and noise, improves the quality of weak light imaging and object detection performance, and provides strong support for advanced visual tasks such as visual monitoring and autonomous driving.”