The Search for Dark Vessels: Fusing AIS Signals and Deep Learning-Based Ship Detection | Webinar скачать в хорошем качестве

The Search for Dark Vessels: Fusing AIS Signals and Deep Learning-Based Ship Detection | Webinar

Dr. Markus Müller, Lead Data Science Engineer at UP42 In this presentation, we explored how the fusion of different types of satellite data can be used to derive insights unattainable from only one source of information. The use case is the identification of so-called dark vessels, i.e., ships and boats, which cannot be tracked by Automatic Identification System (AIS) signals alone. To this end, Airbus's ship detection algorithm using deep learning on satellite imagery is combined with AIS data from ExactEarth. We showed how to run such an analysis in an automated manner using the UP42 Python SDK. // —Follow UP42— Website: https://www.up42.com/ LinkedIn:   / up42   Twitter:   / up42_   Facebook:   / up42official   Instagram:   / up42official   Medium:   / up42