Flux AI: AI in emergency services

AI in emergency services Flux Artworks

3D comparison dashboard showing left traditional closed set detector with gray model mislabeling unknown threats as normal. Right side features open set system with blue model correctly triggering alerts for unknown threats. Central projection compares feature spaces of both models showcasing compact clustering versus separated hypersphere of open set. Performance metrics at the bottom showing FPR reducing from 32% to 6.7% and recall for unknown threats improving by 89%. Neo-Tokyo holographic UI style is used.

3D Comparison Dashboard of Cybersecurity Detection: Traditional vs Open Set Systems

Data Visualization

unknown threats

detection systems

Create a 3D comparison dashboard showing two vehicle models. Left model is a traditional closed-set detector in gray, mislabeling unknown threats as normal. Right model is an open-set system in blue, correctly alerting for unknown threats. Feature space comparison between compact clustering of the traditional model and the separated hypersphere of the open-set model is shown in the middle. Bottom displays performance metrics where FPR drops from 32% to 6.7% and Recall@Unknown improves by 89%. Visual style reflects Neo-Tokyo aesthetics.

3D Comparison Dashboard of Traditional and Open Set Threat Detection Models in Cybersecurity

Data Visualization

feature space projection

A soldier equipped with a virtual reality headset stands in an urban setting. The scene features other soldiers in the background. Flares and smoke create a dramatic effect. The atmosphere is tense and realistic.

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Enhancing Military Training and Information Understanding Through AI and VR Technology

Virtual Reality

The image depicts an innovative autonomous flood monitoring and response system in action. Various vessels navigate a wide river, including a prominent autonomous boat at its center. Drones and digital interfaces suggest high-tech data analysis for environmental monitoring. The serene landscape is contrasted by the advanced technology, emphasizing the harmony between nature and technology. This visual showcases the future of disaster management and the importance of real-time data in responding to natural events.

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Innovative Autonomous Flood Monitoring and Response System for Smart Disaster Management

Autonomous flood monitoring

Disaster response technology

Smart water management