Intelligent Analysis of Hydraulic Concrete Vibration Time Based on Convolutional Neural Network

Table 1

The augmentation dataset in concrete vibration time analysis system training.

Dataset	Vibrating	Not vibrating	No vibration tube	Total
Train	3,631	539	3,196	7,366
Validation	390	130	390	910
Total	4,021	669	3,586	8,276