Invention Application
- Patent Title: OBJECT RECOGNITION DEVICE, OBJECT RECOGNITION SYSTEM, AND OBJECT RECOGNITION METHOD
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Application No.: US17763752Application Date: 2020-09-10
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Publication No.: US20220343635A1Publication Date: 2022-10-27
- Inventor: Makoto SHINZAKI , Yuichi MATSUMOTO
- Applicant: PANASONIC INTELLECTUAL PROPERTY MANAGEMENT CO., LTD.
- Applicant Address: JP Osaka
- Assignee: PANASONIC INTELLECTUAL PROPERTY MANAGEMENT CO., LTD.
- Current Assignee: PANASONIC INTELLECTUAL PROPERTY MANAGEMENT CO., LTD.
- Current Assignee Address: JP Osaka
- Priority: JP2019-179767 20190930
- International Application: PCT/JP2020/034288 WO 20200910
- Main IPC: G06V10/774
- IPC: G06V10/774 ; G06V10/778 ; G06V10/26

Abstract:
Provided is a method for performing accurate object recognition in a stable manner in consideration of changes in a shooting environment. In such a method, a camera captures an image of a shooting location where an object is to be placed and an object included in an image of the shooting location is recognized utilizing a machine learning model for object recognition. The method further involves: determining necessity of an update operation on the machine learning model for object recognition at a predetermined time; when the update operation is necessary, causing the camera to capture an image of the shooting location where no object is placed to thereby re-acquire a background image for training; and causing the machine learning model to be trained using a composite image of a backgroundless object image and the re-acquired background image for training as training data.
Public/Granted literature
- US11972602B2 Object recognition device, object recognition system, and object recognition method Public/Granted day:2024-04-30
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