Geospatial Airplane Detector


Detect and localize commercial airplanes from a variety of satellite angles with the our Geospatial Airplane Detector. This model performs from 60 to 90 degrees to provide comprehensive detection, and functions on low-resolution imagery. This off-the-shelf algorithm was created to power alternative data. Shipping and military aircraft classes as well as fine-grain classification are available as custom add-ons.



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PERFORMANCE

Optimized for edge performance with a low power profile.

PERSPECTIVE

Performs on viewing angles from 60 to 90 degrees.

CONDITIONS

Dawn to dusk.

ENVIRONMENT

Environmentally-agnostic performance.

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

Use the Geospatial Airplane Detector to aggregate alternative data on tourism, flights, and airlines. It can be used to count docked airplanes over airports via satellite and aircraft.


  • SURVEYING

Use this algorithm in your broader aerial surveying system to detect and analyze aircraft patterns.


  • AERIAL SECURITY

Ensure safe environments and flights with real-time aircraft detection in unknown environments. Military aircraft classification is available as a custom add-on.