Research Article

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

Table 4

Recognition accuracy of different methods.

MethodFoggy (%)Rainy (%)Snowy (%)Sunny (%)Average accuracy (%)

AlexNet94.1282.7592.1876.5286.47
VGG1692.3189.4180.6677.6584.74
GoogLeNet91.8680.3993.0082.5886.67
ResNet5093.2180.0089.7181.4485.76
ResNet3490.9587.4593.0083.3388.71
ResNet1596.3897.2594.6595.0896.03