Aerial Human Detector


Detect a wide variety of person features and conditions using the Aerial Human Detector. Trained to perform from a variety of aerial perspectives, this algorithm was developed using proprietary synthetic technology for better performance in crowds. It performs in both indoor and outdoor scenarios including daytime and low lighting, and is highly effective for detecting humans in groups and busy areas.



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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.



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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


  • SECURITY

Use the Aerial Human Detector as a part of a larger security framework. Enhance your existing security grid and ensure your system is ready for anything with a model trained to detect an extensive variety of situations.


  • SMART CITIES

Ensure state-of-the-art performance in smart city applications. Because this algorithm is highly effective in crowds and busy areas, you can be sure that your system correctly perceives individuals in urban areas.


  • PERIMETER SECURITY

Add to existing perimeter security measures with a model built to detect humans in both daytime and low lighting conditions. The Aerial Human Detector has been tailored to reduce false positive in typical conditions through CVEDIA’s pioneering use of synthetic data.


  • PUBLIC EVENTS

Ensure peace of mind in public spaces and events with fewer resources using the Aerial Human Detector. CVEDIA models help you surpass the data collection and training phases of your project, so that you can get to market quicker.