Published February 26, 2026 | Version v1
Dataset Open

UC3 - PPDR Situational intelligence and decision making for PPDR

Authors/Creators

Description

ExtremeXP platform uses analytics, personalization, and AI to boost fire detection, characterization, and operations in urban areas. Enhances first-responder awareness via automated alerts, assisted decisions, and task allocation—reducing response times. Key Phases: Detection: Automates video feed analysis for fire location, type, progress; generates validated alerts. Decision & Actuation: Suggests procedures, maps available on-field users, enables direct communication/task assignment. Supports two user types: operators (alert processing/decisions) and on-field responders. Dataset includes video feeds, alerts, user maps, procedural data, and simulation logs. Demonstrates ExtremeXP's value in real-time, mission-critical fire ops. Ideal for training AI models in situational awareness and personalization.

Part of the ExtremeXP project, co-funded by the European Union Horizon Program HORIZON CL4-2022-DATA-01-01 under Grant Agreement No. 101093164. Project website: https://extremexp.eu/.

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Additional details

Funding

European Commission
ExtremeXP - EXPeriment driven and user eXPerience oriented analytics for eXtremely Precise outcomes and decisions 101093164