With the rapid development of autonomous driving technology, lane line detection, as one of the key links to achieve autonomous vehicle navigation, is of great significance for ensuring driving safety and improving driving comfort. This paper presents a design and implementation scheme for an efficient autonomous driving lane line detection system. The test results show that this design scheme can accurately identify lane lines under various complex conditions, such as light changes and shadow obstructions, and has high detection accuracy and robustness.