Vehicle Detector


Operating from both a car-mounted and elevated perspective, the Vehicle Detector is effective across a wide range of environments from urban to rural. Use this model as a part of your ADAS system, or for smart city applications, traffic analytics, insurance purposes, or intelligent transportation systems. This algorithm is effective for both low lighting conditions and sun glare scenarios.



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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


  • ADAS AND VEHICLES

Use this algorithm in your vehicle safety system to correctly detect vehicles in both daylight and through car beams. The Vehicle Detector has been developed to maintain a low power profile, perfect for battery-powered vehicles and applications.


  • SMART CITIES

Use the Vehicle Detector as a reliable component of your smart intersection grid. This algorithm performs with higher accuracy thanks to proprietary CVEDIA's synthetic technology.


  • PARKING LOTS

The Vehicle Detector is highly effective in distinguishing individual cars in groups of vehicles. Use it to analyze parking lot vacancy.