Research Article

NSD-SSD: A Novel Real-Time Ship Detector Based on Convolutional Neural Network in Surveillance Video

Table 6

The detection results of other indicators for different detectors.

ModelIoURecallFPS

Faster R-CNN0.6030.8657
YOLOv30.6160.83479
SSD (VGG16)0.7810.70075
SSD (Mobilev2)0.7450.78768
YOLOv40.7160.85456
Ours0.8080.93645