Table 5

Visual model classification performance

Defect categoryPrecisionRecallF1-score
Micro-cracks0.930.910.92
Corrosion0.920.940.93
Surface wear0.900.890.89
Switch damage0.950.940.94
Source(s): Authors’ own work

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