Thermal Human Detector


Reliably detect humans using the Thermal Human Detector. Trained to perform from a variety of ground-to-ground perspectives, this algorithm was developed using proprietary synthetic technology for better performance in crowds, both in indoor and outdoor scenarios including low visibility and nighttime, and is highly effective for detecting humans in groups, busy areas, and crowds.



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PERFORMANCE

Optimized for edge performance with a low power profile.

PERSPECTIVE

Ground-to-ground.

CONDITIONS

Dawn to dusk and artificial lighting.

ENVIRONMENT

Environmentally agnostic performance.

ARCHITECTURE

Backbone: Resnet-101; Detector: RefineDet.

FUNCTIONALITY

Detection.

INPUT SIZE

512x512.

SENSOR MODALITY

Thermal.



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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 Thermal 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.


  • VEHICLE ADAS

Ensure your driver safety system is prepared with this algorithm, which is highly effective in crowds and busy areas so you can be sure that your ADAS / AD system is state-of-the-art and safe for both drivers and pedestrians, especially at nighttime and in low visibility.


  • PERIMETER SECURITY

Add to existing perimeter security measures with a model built to detect humans in the night and in low visibility conditions. The Thermal 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 Thermal Human Detector. Our models help you surpass the data collection and training phases of your project, so that you can get to market quicker.