Fast Traffic Sign Detection Approach Based on Lightweight Network and Multilayer Proposal Network

Table 1

Performance comparison of different efficient networks on the ImageNet validation set.

Network	# parameters	FLOPs	Top-1 accuracy
MobileNetv1 [27]	2.59 M	325 M	68.4
MobileNetv2 [29]	3.47 M	300 M	71.8
ShuffleNetv1 [30]	3.46 M	292 M	71.5
ESPNetv2	3.49 M	284 M	72.1