Machine-learning framework for detecting defects or conditions of railcar systems

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Machine-learning framework for detecting defects or conditions of railcar systems

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AMOUIE MAHBOD / GEBHARDT EVAN T / DUAN GONGLI / AKIN MYLES GRAYSON / LIU WEI / WANG TIANCHEN / SARDESAI MAYURESH MANOJ / LAVRIK ILYA A

Abstract

A computer-implemented method in which one or more processing devices perform operations may include obtaining a field image of a railcar collected from a field camera system and applying a machine-learning algorithm to the field image to generate a machine-learning algorithm output. The method may also include performing a post-processing operation on the machine-learning algorithm output to generate a filtered machine-learning algorithm output. Further, the method may include detecting a defect of the railcar using the filtered machine-learning algorithm output.

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Titel :

Machine-learning framework for detecting defects or conditions of railcar systems

Beteiligte:

AMOUIE MAHBOD (Autor:in) / GEBHARDT EVAN T (Autor:in) / DUAN GONGLI (Autor:in) / AKIN MYLES GRAYSON (Autor:in) / LIU WEI (Autor:in) / WANG TIANCHEN (Autor:in) / SARDESAI MAYURESH MANOJ (Autor:in) / LAVRIK ILYA A (Autor:in)

Erscheinungsdatum :

2023-05-30

Medientyp :

Patent

Format :

Elektronische Ressource

Sprache :

Englisch

Klassifikation :

IPC:

G06T Bilddatenverarbeitung oder Bilddatenerzeugung allgemein , IMAGE DATA PROCESSING OR GENERATION, IN GENERAL / B61L Leiten des Eisenbahnverkehrs , GUIDING RAILWAY TRAFFIC

Machine-learning framework for detecting defects or conditions of railcar systems

Machine-learning framework for detecting defects or conditions of railcar systems

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