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The Bear Detector was created to detect bears for safety and forestry purposes. This algorithm localizes a variety of bear types including brown, black, grizzly, and polar bears, along with cubs. Built using proprietary CVEDIA synthetic technology, the Bear Detector distinguishes bears from common animals such as dogs, for usage along forestry trails, on farms, or on residential property.
PERFORMANCE
Optimized for edge performance with a low power profile.
RANGE
Up to 300 meters.
CONDITIONS
Dawn to dusk and artificial lightning.
ENVIRONMENT
Environmentally-agnostic performance.
ARCHITECTURE
Backbone: Resnet-101; Detector: RefineDet.
FUNCTIONALITY
Detection.
INPUT SIZE
512x512.
SENSOR MODALITY
Visible light and infrared.
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
PARKS AND FORESTRY
The Bear Detector can be used with simple and low-cost cameras to detect bears along park trails, in rural working environments, and on farms.
PROPERTY SECURITY
Use this algorithm to keep residential families and properties safe from bear intrusions using regular security cameras.
FARM SECURITY
Maintain safe and secure pastures for livestock and crops with the Bear Detector, with the ability to distinguish bears from common farm animals.
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