ANIMALS

ARTEMIS Thermal Animal Detector

Model Overview

Detect a variety of common wildlife, especially at night time and in low visibility, using the ARTEMIS Thermal Wildlife Detector. This synthetic-powered model includes animals from all continents for a total of 47 species.

Due to the specific species used in training, ARTEMIS will likely perform best in North America and Europe off the shelf, however CVEDIA service add-ons are available for additional species and classification perimeters.

Highlights

Performance

Optimized for edge performance with a low power profile

Range

300 metres

Conditions

Day and night; Low visibility

Environment

Environmentally-agnostic performance

About CVEDIA

CVEDIA is a pioneer in the use of synthetic data for machine perception. We use deep learning to create synthetic-based detection and classification algorithms. CVEDIA models actually outperform traditional models because synthetic data allows for feature-based design. That means our models are safer and quicker to market. Today we work with over 30 of the world’s largest companies on their most complex deep learning projects.

Every model is backed by an ongoing maintenance service, as well as the ability to customize and add to a model through our in-house development team. We’ll even help you deploy our models in your software stack. Contact us for more information.

Operating Specifications

FUNCTIONALITY

Detection

SENSOR MODALITY

Visible light

ARCHITECTURE

Backbone: Resnet-101, Detector: RefineDet

KERNEL INPUT SIZE

512×512

CVEDIA Services

Maintenance

Each CVEDIA model comes backed with an ongoing maintenance agreement. Our team is available for continuous improvements and to ensure upkeep. Reach out to us for more information.

Fine Grain Classification

Speak to our team to discuss animal 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 Species

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 / Vehicles

Use ARTEMIS in your vehicle safety system to correctly detect animals in all conditions. ARTEMIS has been developed to maintain a low power profile, perfect for battery-powered vehicles and applications.

Parks and Forestry

ARTEMIS can be used to detect wildlife along park trails, in rural working environments, and on farms.

Wildlife Conservation

Due to a low power profile, ARTEMIS is a perfect fit for long-term conservation research and animal tracking. With custom work, the CVEDIA team can harness ARTEMIS to classify a distinct rare or endangered species in a matter of weeks.