Table 2.

Comparison Between Different Methods.

Model	BB	BN	FPN	CR	IRS	Conv method
R-CNN	AlexNet	×	×	×	×	Std-Conv
Fast R-CNN	Vgg16	×	×	×	×	Std-Conv
Faster R-CNN	Vgg16	√	×	×	×	Std-Conv
ERCN	ResNet50	√	√	√	×	Std-Conv
CME-CNN	MobileNetV2	√	√	√	√	Dwise-Conv

BB: Backbone. BN: Batch Normalization. IRS: Inverted Residuals. FPN: Feature Pyramid Network. CR: Cascade R-CNN. Dwise-Conv: depthwise separable convolution.