Pylons are critical infrastructure elements used across industries for supporting power lines, marking important locations, and ensuring visibility of signals. Detecting pylons in high-resolution satellite or aerial imagery is essential for maintaining infrastructure integrity and ensuring the reliability of power grids. It also plays a key role in public safety by identifying damaged or fallen pylons, preventing accidents, and providing clear visibility of road signs and signals. Additionally, pylon detection supports urban planning and traffic management efforts. This deep learning model automates the detection of pylons, enabling efficient analysis and monitoring using high-resolution satellite or aerial imagery.