Figure 1.
Vessel detection
Figure 2.
YOLO algorithm
Figure 3.
Blockchain components
Figure 4.
An example of secure maritime communication based on Blockchain.
Figure 5.
Approach steps.
Figure 6.
Blockchain tools.
Figure 7.
Solidity example
Figure 8.
Metamask tool
Figure 9.
Results
Table 1.
Comparison of results.
| Models | Precision | Recall | mAP | F1-score |
|---|---|---|---|---|
| YOLOv3 | 0.41 | 0.33 | 52.43 | 0.36 |
| YOLOv8 | 0.87 | 0.61 | 84.62 | 0.71 |
Figure 10.
Modeling performance of mAP landscape across FPS Space
Figure 11.
Modeling performance of mAP landscape across Parameter space
Figure 12.
Deployment of standard smart contracts.
Figure 13.
Block added in the blockchain