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US 2021/0233229 A1Published application
System and method for detecting defects on imaged items
AssigneeInspekto A.M.V. Ltd.
InventorsYONATAN HYATT, GIL ZOHAV, RAN GINSBURG, DAGAN ESHAR
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Abstract
Embodiments of the invention provide a machine learning based detection system, in which defects can be detected even if the system was not trained for these defects and even in items that were not used to train the system, thereby offering an inherently flexible detection system.
Claims21
1-16. (canceled)
A method for obtaining a prediction for an imaged item, the method comprising:
- receiving an undetermined number of images of a same-type item of a known class and an image of an item of an unknown class;
- embedding the received images to produce a predetermined size representation;
- inputting the predetermined size representation to a machine learning predictor to obtain a prediction regarding the item of the unknown class;
- and
- controlling a device based on the prediction.
2 more elements
A method for obtaining a prediction for an imaged item, the method comprising:
- receiving several images of a same-type item of a known class and an image of an item of an unknown class;
- embedding the received images to produce a predetermined size representation;
- inputting the predetermined size representation to a machine learning predictor to obtain a prediction regarding the item of the unknown class;
- and
- controlling a device based on the prediction.
2 more elements
A system for visual inspection of a production line, the system comprising:
- a processor in communication with a camera, the processor to:
- receive an undetermined number of images of a same-type item of a known class and an image of an item of an unknown class;
- embed the received images to produce a predetermined size representation;
- use the predetermined size representation in a machine learning process to obtain a prediction regarding the item of unknown class;
- and
- control a device based on the prediction
3 more elements
Dependencies are inferred from the claim text.