Research Article

A Lightweight Model for Traffic Sign Classification Based on Enhanced LeNet-5 Network

Table 5

Training time of our proposed network compared with that of previous state-of-the-art approaches.

NetworkTraining time (h)

LeNet-5 [34]0.92
Optimized LeNet-5 [34]0.68
Classical LeNet-5 [44]0.87
Our second network0.91
Our first network (our final network)0.86