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US 2023/0419509 A1Published application
Production line monitoring method and monitoring system thereof
AssigneePowerarena Holdings Limited
InventorsKIN LUN LAW, CHI HANG WONG
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Abstract
A production line monitoring method and a monitoring system thereof are provided. The monitoring system is configured to obtain a plurality of images of an operator, determine a motion type of the operator in the plurality of images based on an image recognition model, determine a time of occurrence and a motion period of the motion type, and record the time of occurrence and the motion period of the motion type.
Claims3
A production line monitoring method for a monitoring system, comprising:
- generating an image recognition model by using a plurality of sets of training data based on a machine learning algorithm, wherein each set of training data comprises a training input and a training output, the training input comprises a training video clip, and the training output comprises a training motion type corresponding to the training video clip;
- obtaining a video, wherein the video comprises a plurality of video clips;
- determining a motion type of a first video clip of the video clips based on the image recognition model;
- updating the motion type of the first video according to a change in a number of objects in the first video based on another image recognition model;
- and
- adjusting the image recognition model according to the motion type of the first video clip.
3 more elements
Dependencies are inferred from the claim text.