AI Use Case
Detect suspicious nautical vessel activity indicating overfishing or smuggling
Using image and location tracking data to identify suspicious behaviour patterns by nautical vessels that might indicate, for example, over-fishing. This would also include multi-vessel activity to predict load transfer. Similar technological approaches might be used to identify other nautical malfeasance such as smuggling.
Function
Risk
Security
Benefits
Risk reduction - Spot issue (eg copyright infringement),Risk reduction - Environmental impact
Case Studies
SkyTruth~SkyTruth researchers identify transshipment vessels to aid monitoring of suspicious nautical activity using CNNs
Potential Vendors
Industry
Public And Social Sector
Security
Data Sets
Images,Time series
AI Technologies
Model Architecture - Convolutional Neural Network (CNN),ML Task - Prediction - Multi-class Classification,Product - Data Capture - Plane and Satellite Imagery,Product - Data Capture - Drones Remote Sensing,ML Task - Prediction - Binary Classification,ML Task - Prediction - Annotation