Deep Transfer Learning Based Multiway Feature Pyramid Network for Object Detection in Images

Table 3

Comparison of backbone networks with different feature fusion architectures on the MSCOCO test set.

Backbone network	Feature fusion network	mAP
AlexNet	FPN	33.06
VGG16	FPN	38.41
ResNet50	FPN	44.98
EfficientNet B4	FPN	45.32
EfficientNet B4	MFPN (proposed)	49.21