An Approach to Improve SSD through Skip Connection of Multiscale Feature Maps

Table 5

Effect of different upsampling methods on model performance.

Model	Data	Pretrained model	Upsampling method	FPS	mAP (%)
SKIPSSD	07 + 12	VGGNet	Deconvolution + dilated convolution	36.8	78.4
SKIPSSD	07 + 12	VGGNet	Bilinear interpolation	38.7	79.0