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.
Risk reduction - Spot issue (eg copyright infringement),Risk reduction - Environmental impact
SkyTruth~SkyTruth researchers identify transshipment vessels to aid monitoring of suspicious nautical activity using CNNs
Public And Social Sector
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