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

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

Potential Vendors