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.
| Model | IoU | Recall | FPS |
| Faster R-CNN | 0.603 | 0.865 | 7 | YOLOv3 | 0.616 | 0.834 | 79 | SSD (VGG16) | 0.781 | 0.700 | 75 | SSD (Mobilev2) | 0.745 | 0.787 | 68 | YOLOv4 | 0.716 | 0.854 | 56 | Ours | 0.808 | 0.936 | 45 |
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