JP7228670B2 - 深層学習を使用したリアルタイム在庫追跡 - Google Patents

深層学習を使用したリアルタイム在庫追跡 Download PDF

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JP7228670B2
JP7228670B2 JP2021504402A JP2021504402A JP7228670B2 JP 7228670 B2 JP7228670 B2 JP 7228670B2 JP 2021504402 A JP2021504402 A JP 2021504402A JP 2021504402 A JP2021504402 A JP 2021504402A JP 7228670 B2 JP7228670 B2 JP 7228670B2
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JP2021531595A (ja
JPWO2020023795A5 (fr
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ジョーダン イー． フィッシャー，
ダニエル エル． フィシェッティ，
ニコラス ジェイ． ロカスチオ，
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スタンダード コグニション コーポレーション
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
    • G06Q10/087—Inventory or stock management, e.g. order filling, procurement or balancing against orders
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
    • G06F18/24133—Distances to prototypes
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce
    • G06Q30/06—Buying, selling or leasing transactions
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/50—Context or environment of the image
    • G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/01—Dynamic search techniques; Heuristics; Dynamic trees; Branch-and-bound
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/60—Type of objects
    • G06V20/68—Food, e.g. fruit or vegetables

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Business, Economics & Management (AREA)
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  • Computer Vision & Pattern Recognition (AREA)
  • Computing Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Multimedia (AREA)
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  • Computational Linguistics (AREA)
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  • Bioinformatics & Computational Biology (AREA)
  • Human Resources & Organizations (AREA)
  • Evolutionary Biology (AREA)
  • Databases & Information Systems (AREA)
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  • Image Analysis (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
JP2021504402A 2018-07-26 2019-07-25 深層学習を使用したリアルタイム在庫追跡 Active JP7228670B2 (ja)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US201862703785P 2018-07-26 2018-07-26
US62/703,785 2018-07-26
US16/256,904 2019-01-24
US16/256,904 US10445694B2 (en) 2017-08-07 2019-01-24 Realtime inventory tracking using deep learning
PCT/US2019/043519 WO2020023795A1 (fr) 2018-07-26 2019-07-25 Suivi d'inventaire en temps réel à l'aide de l'apprentissage profond

Publications (3)

Publication Number Publication Date
JP2021531595A JP2021531595A (ja) 2021-11-18
JPWO2020023795A5 JPWO2020023795A5 (fr) 2022-07-28
JP7228670B2 true JP7228670B2 (ja) 2023-02-24

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JP2021504402A Active JP7228670B2 (ja) 2018-07-26 2019-07-25 深層学習を使用したリアルタイム在庫追跡

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EP (1) EP3827392A4 (fr)
JP (1) JP7228670B2 (fr)
CA (1) CA3107485A1 (fr)
WO (1) WO2020023795A1 (fr)

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US11250376B2 (en) 2017-08-07 2022-02-15 Standard Cognition, Corp Product correlation analysis using deep learning
US10474991B2 (en) 2017-08-07 2019-11-12 Standard Cognition, Corp. Deep learning-based store realograms
US11023850B2 (en) 2017-08-07 2021-06-01 Standard Cognition, Corp. Realtime inventory location management using deep learning
US10650545B2 (en) 2017-08-07 2020-05-12 Standard Cognition, Corp. Systems and methods to check-in shoppers in a cashier-less store
US11232687B2 (en) 2017-08-07 2022-01-25 Standard Cognition, Corp Deep learning-based shopper statuses in a cashier-less store
US11200692B2 (en) 2017-08-07 2021-12-14 Standard Cognition, Corp Systems and methods to check-in shoppers in a cashier-less store
US10853965B2 (en) 2017-08-07 2020-12-01 Standard Cognition, Corp Directional impression analysis using deep learning
US10474988B2 (en) 2017-08-07 2019-11-12 Standard Cognition, Corp. Predicting inventory events using foreground/background processing
US11232575B2 (en) 2019-04-18 2022-01-25 Standard Cognition, Corp Systems and methods for deep learning-based subject persistence
US11303853B2 (en) 2020-06-26 2022-04-12 Standard Cognition, Corp. Systems and methods for automated design of camera placement and cameras arrangements for autonomous checkout
US11361468B2 (en) 2020-06-26 2022-06-14 Standard Cognition, Corp. Systems and methods for automated recalibration of sensors for autonomous checkout
KR102466020B1 (ko) * 2022-04-14 2022-11-10 주식회사 에루샤 인공지능 기반 명품 정보 및 셀러의 자동 매칭 방법, 장치 및 시스템
CN115511427B (zh) * 2022-11-23 2023-04-07 广州卓铸网络科技有限公司 一种基于二维码的仓储管理系统

Citations (4)

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WO2015033577A1 (fr) 2013-09-06 2015-03-12 日本電気株式会社 Système d'analyse de comportement de client, procédé d'analyse de comportement de client, support lisible par ordinateur non temporaire et système d'étagère
WO2015040661A1 (fr) 2013-09-19 2015-03-26 パナソニック インテレクチュアル プロパティ コーポレーション オブ アメリカ Procédé de commande pour afficher des informations de marchandisage sur un terminal d'informations
WO2015173869A1 (fr) 2014-05-12 2015-11-19 富士通株式会社 Procédé d'émission d'informations de produit, programme d'émission d'informations de produit, et dispositif de commande
WO2017163909A1 (fr) 2016-03-22 2017-09-28 日本電気株式会社 Dispositif d'affichage d'images, système d'affichage d'images, procédé d'affichage d'images et programme

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US8189926B2 (en) * 2006-12-30 2012-05-29 Videomining Corporation Method and system for automatically analyzing categories in a physical space based on the visual characterization of people
US20130076898A1 (en) * 2011-08-01 2013-03-28 Richard Philippe Apparatus, systems, and methods for tracking medical products using an imaging unit
US9892438B1 (en) * 2012-05-03 2018-02-13 Stoplift, Inc. Notification system and methods for use in retail environments
US10268983B2 (en) * 2013-06-26 2019-04-23 Amazon Technologies, Inc. Detecting item interaction and movement
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EP3422309A4 (fr) * 2016-02-29 2020-02-26 Signpost Corporation Système de traitement d'informations
WO2017196822A1 (fr) * 2016-05-09 2017-11-16 Grabango Co. Système et procédé pour des applications informatiques commandées par la vision dans un environnement

Patent Citations (4)

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Publication number Priority date Publication date Assignee Title
WO2015033577A1 (fr) 2013-09-06 2015-03-12 日本電気株式会社 Système d'analyse de comportement de client, procédé d'analyse de comportement de client, support lisible par ordinateur non temporaire et système d'étagère
WO2015040661A1 (fr) 2013-09-19 2015-03-26 パナソニック インテレクチュアル プロパティ コーポレーション オブ アメリカ Procédé de commande pour afficher des informations de marchandisage sur un terminal d'informations
WO2015173869A1 (fr) 2014-05-12 2015-11-19 富士通株式会社 Procédé d'émission d'informations de produit, programme d'émission d'informations de produit, et dispositif de commande
WO2017163909A1 (fr) 2016-03-22 2017-09-28 日本電気株式会社 Dispositif d'affichage d'images, système d'affichage d'images, procédé d'affichage d'images et programme

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JP2021531595A (ja) 2021-11-18
CA3107485A1 (fr) 2020-01-30
EP3827392A1 (fr) 2021-06-02
WO2020023795A1 (fr) 2020-01-30
EP3827392A4 (fr) 2022-03-30

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