ARTEMIS Smoke and Forest Fire Detector

Model Overview

Detect and segment smoke and fires using the CVEDIA ARTEMIS algorithm. Built to respond to the increasing impact of forest and wildfires, ARTEMIS can be integrated into regular camera systems to alert forestry and agriculture personnel of fires in real-time.

ARTEMIS ignores clouds and fog for a low false positive rate. Integrate ARTEMIS in a watchtower camera system, or use it for aerial fire analysis.



Optimized for edge performance with a low power profile


Dawn to dusk


Ground-to-ground; Elevated; Aerial


Environmentally-agnostic performance


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




Visible light


Backbone: Resnet-101, Detector: RefineDet



CVEDIA Services


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 vehicle 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

Forest and Wildfire Alert

ARTEMIS will reliably segment both smoke and fires in real-time, making it ideal to integrate into a watchtower camera system for instant alerts. ARTEMIS has been trained to ignore clouds and fog for a low false-positive rate.

Aerial Fire Analytics

Quickly analyze aerial fire imagery using ARTEMIS segmentation data. By segmenting fire and smoke, ARTEMIS can be used to define the size, scope, and impact of a forest fire.