US 2022/0091576 A1 · DETECTION OF DEFECT IN EDGE DEVICE MANUFACTURING BY ARTIFICIAL INTELLIGENCE

Abstract

An approach alerting users based on a detected defect during manufacturing quality inspection based on graphical images is disclosed. The approach initiates a device inspection, wherein a model controller collects metadata about a product to be inspected and select a first model with a highest score to identify defects in the device. The approach utilizes an API to obtain results from the inspection and after determining that another model is available, initiating the second model run via an edge device performing the inspection of the device. And the algorithm awaits a response in detecting a defect during either the first model run or the second model run, providing an alert detailing the defect detected in the device.

Claims20

Dependent claims

A computer-implemented method for alerting users based on a detected defect during manufacturing quality inspection, the computer-implemented method comprising:

selecting a defect identification model based on a defect prioritizing algorithm;
inspecting a production operation based on the defect identification model;
recording an identity of a defective product in the production operation;
and
outputting the identity of the defective product.

2 more elements

A computer program product for alerting users based on a detected defect during manufacturing quality inspection, the computer program product comprising:

one or more computer readable storage media and program instructions stored on the one or more computer readable storage media, the program instructions comprising:
program instructions to select a defect identification model based on a defect prioritizing algorithm;
program instructions to inspect a production operation based on the defect identification model;
program instructions to record an identity of a defective product in the production operation;
and
program instructions to output the identity of the defective product.

3 more elements

A computer system for alerting users based on a detected defect during manufacturing quality inspection, the computer system comprising:

one or more computer processors;
one or more computer readable storage media;
program instructions stored on the one or more computer readable storage media for execution by at least one of the one or more computer processors, the program instructions comprising:
program instructions to select a defect identification model based on a defect prioritizing algorithm;
program instructions to inspect a production operation based on the defect identification model;
program instructions to record an identity of a defective product in the production operation;
and
program instructions to output the identity of the defective product.

5 more elements

Dependencies are inferred from the claim text.

Detection of defect in edge device manufacturing by artificial intelligence

Life of this patent

Detection of defect in edge device manufacturing by artificial intelligence

Life of this patent

Abstract

Claims20