Aerial Ship Detector


Detect and localize a variety of maritime objects from a variety of aerial and geospatial angles. Trained with our proprietary synthetic technology, this algorithm includes tankers and cargo ships, as well as sail, fishing, motor, and emergency boats. The Aerial Ship Detector also detects buoys and debris as separate events, as well as ensuring airplanes are classified as false alarms.



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PERFORMANCE

Optimized for edge performance with a low power profile.

RANGE

Up to 2000 meters.

CONDITIONS

Dawn to dusk and Douglas Sea States 0 to 7.

CLASSES

Classifies buoys, debris, and airplanes as separate events.

ARCHITECTURE

Backbone: Resnet-101; Detector: RefineDet.

FUNCTIONALITY

Detection.

INPUT SIZE

512x512.

SENSOR MODALITY

Visible light.



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Our services


  • MAINTENANCE

Each CVEDIA model comes backed with an ongoing maintenance agreement. Our team is available for continuous improvements and to ensure upkeep.


  • FINE GRAIN CLASSIFICATION

Speak to our team to discuss model classification as a service add on or as a separate model. CVEDIA’s in-house team will work with you to define your requirements, and build a synthetic-based model incorporating your classification specifications.


  • ADDITIONAL CLASSES

CVEDIA models are built using proprietary synthetic data technology, meaning adding additional classes to your model is possible in a matter of weeks.

Use cases


  • ALTERNATIVE DATA

The Aerial Ship Detector can be used to gather geospatial research regarding port activities, vessel travel patterns, and marine usage. Use data collected from this algorithm in large scale financial, environmental, and commercial traffic analysis.


  • MARITIME SECURITY

Use it as an effective component of your maritime security system in order to track illegal fishing, piracy, border control, and maritime pollution. This algorithm is effective from various aerial angles, allowing it to be used through satellite imagery, airplane flyover, drone, and stationary lookout points.


  • MARINE TRAFFIC

This algorithm can be used at lookout points at ports and marines to ensure safe docking and cargo transfer. Additional detection classes and classification parameters are available as our service add-ons.