EP3827392A4 - Realtime inventory tracking using deep learning - Google Patents

Realtime inventory tracking using deep learning Download PDF

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Publication number
EP3827392A4
EP3827392A4 EP19841054.0A EP19841054A EP3827392A4 EP 3827392 A4 EP3827392 A4 EP 3827392A4 EP 19841054 A EP19841054 A EP 19841054A EP 3827392 A4 EP3827392 A4 EP 3827392A4
Authority
EP
European Patent Office
Prior art keywords
deep learning
inventory tracking
realtime
realtime inventory
tracking
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Withdrawn
Application number
EP19841054.0A
Other languages
German (de)
French (fr)
Other versions
EP3827392A1 (en
Inventor
Jordan E. Fisher
Daniel L. Fischetti
Nicholas J. Locascio
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Standard Cognition Corp
Original Assignee
Standard Cognition Corp
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Priority claimed from US16/256,904 external-priority patent/US10445694B2/en
Application filed by Standard Cognition Corp filed Critical Standard Cognition Corp
Publication of EP3827392A1 publication Critical patent/EP3827392A1/en
Publication of EP3827392A4 publication Critical patent/EP3827392A4/en
Withdrawn legal-status Critical Current

Links

Classifications

    • 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
EP19841054.0A 2018-07-26 2019-07-25 Realtime inventory tracking using deep learning Withdrawn EP3827392A4 (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201862703785P 2018-07-26 2018-07-26
US16/256,904 US10445694B2 (en) 2017-08-07 2019-01-24 Realtime inventory tracking using deep learning
PCT/US2019/043519 WO2020023795A1 (en) 2018-07-26 2019-07-25 Realtime inventory tracking using deep learning

Publications (2)

Publication Number Publication Date
EP3827392A1 EP3827392A1 (en) 2021-06-02
EP3827392A4 true EP3827392A4 (en) 2022-03-30

Family

ID=69181936

Family Applications (1)

Application Number Title Priority Date Filing Date
EP19841054.0A Withdrawn EP3827392A4 (en) 2018-07-26 2019-07-25 Realtime inventory tracking using deep learning

Country Status (4)

Country Link
EP (1) EP3827392A4 (en)
JP (1) JP7228670B2 (en)
CA (1) CA3107485A1 (en)
WO (1) WO2020023795A1 (en)

Families Citing this family (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11232687B2 (en) 2017-08-07 2022-01-25 Standard Cognition, Corp Deep learning-based shopper statuses in a cashier-less store
US11250376B2 (en) 2017-08-07 2022-02-15 Standard Cognition, Corp Product correlation analysis using deep learning
US11023850B2 (en) 2017-08-07 2021-06-01 Standard Cognition, Corp. Realtime inventory location management using deep learning
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
US10650545B2 (en) 2017-08-07 2020-05-12 Standard Cognition, Corp. Systems and methods to check-in shoppers in a cashier-less store
US10474991B2 (en) 2017-08-07 2019-11-12 Standard Cognition, Corp. Deep learning-based store realograms
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
US11361468B2 (en) 2020-06-26 2022-06-14 Standard Cognition, Corp. Systems and methods for automated recalibration of sensors for autonomous checkout
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
KR102466020B1 (en) * 2022-04-14 2022-11-10 주식회사 에루샤 Method, device and system for automatic matching of luxury information and sellers based on artificial intelligence
CN115511427B (en) * 2022-11-23 2023-04-07 广州卓铸网络科技有限公司 Warehouse management system based on two-dimensional code

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20150029339A1 (en) * 2013-07-25 2015-01-29 Ncr Corporation Whole Store Scanner
US20170323376A1 (en) * 2016-05-09 2017-11-09 Grabango Co. System and method for computer vision driven applications within an environment
US20180165733A1 (en) * 2012-05-03 2018-06-14 Stoplift, Inc. Notification system and methods for use in retail environments

Family Cites Families (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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
US10268983B2 (en) * 2013-06-26 2019-04-23 Amazon Technologies, Inc. Detecting item interaction and movement
US20160203499A1 (en) * 2013-09-06 2016-07-14 Nec Corporation Customer behavior analysis system, customer behavior analysis method, non-transitory computer readable medium, and shelf system
US10163115B2 (en) * 2013-09-19 2018-12-25 Panasonic Intellectual Property Corporation Of America Control method for displaying merchandising information on information terminal
WO2015173869A1 (en) * 2014-05-12 2015-11-19 富士通株式会社 Product-information output method, product-information output program, and control device
CN108780596B (en) * 2016-02-29 2022-01-25 路标株式会社 Information processing system
WO2017163909A1 (en) * 2016-03-22 2017-09-28 日本電気株式会社 Image display device, image display system, image display method, and program

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20180165733A1 (en) * 2012-05-03 2018-06-14 Stoplift, Inc. Notification system and methods for use in retail environments
US20150029339A1 (en) * 2013-07-25 2015-01-29 Ncr Corporation Whole Store Scanner
US20170323376A1 (en) * 2016-05-09 2017-11-09 Grabango Co. System and method for computer vision driven applications within an environment

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
See also references of WO2020023795A1 *

Also Published As

Publication number Publication date
JP2021531595A (en) 2021-11-18
CA3107485A1 (en) 2020-01-30
JP7228670B2 (en) 2023-02-24
EP3827392A1 (en) 2021-06-02
WO2020023795A1 (en) 2020-01-30

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