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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.
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.
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.
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