Various image analysis techniques are disclosed herein that automatically assess the damage to a rooftop of a building or other object. In some aspects, the system may determine the extent of the damage, as well as the type of damage. Further aspects provide for the automatic detection of the roof type, roof geometry, shingle or tile count, or other features that can be extracted from images of the rooftop.
Machine learning-based image recognition of weather damage
2020-07-28
Patent
Electronic Resource
English
IPC: | G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES / B64C AEROPLANES , Flugzeuge / G06T Bilddatenverarbeitung oder Bilddatenerzeugung allgemein , IMAGE DATA PROCESSING OR GENERATION, IN GENERAL / G06K Erkennen von Daten , RECOGNITION OF DATA |
MACHINE LEARNING-BASED IMAGE RECOGNITION OF WEATHER DAMAGE
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