Research Article
Concrete Cracks Detection Using Convolutional NeuralNetwork Based on Transfer Learning
Table 3
Comparison of four models’ training time.
| Model | Training epochs | Total training time | Average training time of each epoch (s) |
| MobileNetV2 | 79 | 2 h 1 m 47 s | 92.49 | EfficientNetB0 | 76 | 3 h 14 m 32 s | 153.58 | DenseNet201 | 65 | 9 h 47 m 8 s | 541.97 | InceptionV3 | 69 | 3 h 46 m 14 s | 196.72 |
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