A High-Efficiency Deep-Learning-Based Antivibration Hammer Defect Detection Model for Energy-Efficient Transmission Line Inspection Systems

<div>Antivibration hammer on transmission lines and their defective failures: (a) nondefective hammer, (b) partially defective hammer, and (c) completely defective hammer.</div>

International Journal of Antennas and Propagation

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Figure 1: A High-Efficiency Deep-Learning-Based Antivibration Hammer Defect Detection Model for Energy-Efficient Transmission Line Inspection Systems 

Figure 1 | A High-Efficiency Deep-Learning-Based Antivibration Hammer Defect Detection Model for Energy-Efficient Transmission Line Inspection Systems 