Deep-Learning-Based Bughole Detection for Concrete Surface Image

Figure 12

Comparison of image recognition results under different methods. (a) Type 1: only bugholes; (b) type 2: both cracks and bugholes; (c) type 3: both color-differences and bugholes; (d) type 4: uneven illumination.

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