AI-BASED INSPECTION IN TRANSPORTATION

To provide an AI-based inspection in transportation.SOLUTION: Example implementations described herein involve defect analysis for images received from a camera system, which can involve applying a first model configured to determine regions of interest of the object from the images, applying a seco...

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Bibliographische Detailangaben
Hauptverfasser:	YOSHIDA MICHIKO, GHOSH DIPANJAN, THAMMASORN PHAWIS, HASHIZUME SHIGEO, CHETAN GUPTA, ARANTES ADRIANO, GONZALES DIAZ MARIA TERESA
Format:	Patent
Sprache:	eng ; jpn
Schlagworte:	CALCULATING COMPUTING COUNTING DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES IMAGE DATA PROCESSING OR GENERATION, IN GENERAL PHYSICS SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR
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Beschreibung
Zusammenfassung:	To provide an AI-based inspection in transportation.SOLUTION: Example implementations described herein involve defect analysis for images received from a camera system, which can involve applying a first model configured to determine regions of interest of the object from the images, applying a second model configured to identify localized areas of the object based on the regions of interest on the images, and applying a third model configured to identify defects in the localized ones of the images.SELECTED DRAWING: Figure 1 【課題】輸送におけるＡＩベースの検査を提供する。【解決手段】本明細書に記載の例示的な実装形態は、カメラシステムから受信した画像の欠陥分析を含み、画像から物体の対象領域を決定するように構成された第１のモデルを適用することと、画像上の対象領域に基づいて物体の位置特定済みの区域を識別するように構成された第２のモデルを適用することと、画像のうち位置特定済みの画像において欠陥を識別するように構成された第３のモデルを適用することとを含むことができる。【選択図】図１