ResNet15: Weather Recognition on Traffic Road with Deep Convolutional Neural Network

Table 3

Recognition accuracy of two methods with or without data augmentation.

Method	Without data augmentation (%)	With data augmentation (%)
ResNet50	75.38	85.76
ResNet15	80.57	96.03