Transmission lines are vital to the stability of power grids, but their vast span and exposure to harsh environmental conditions make them susceptible to frequent failures. The traditional manual inspection method is no longer effective, as it is difficult to detect potential issues quickly or comprehensively. As a result, there is a growing need for an automated, accurate, and real-time monitoring system that can manage the health of transmission lines year-round.