MX2022011687A - Metodos y dispositivos electronicos para la gestion automatizada de residuos. - Google Patents

Metodos y dispositivos electronicos para la gestion automatizada de residuos.

Info

Publication number
MX2022011687A
MX2022011687A MX2022011687A MX2022011687A MX2022011687A MX 2022011687 A MX2022011687 A MX 2022011687A MX 2022011687 A MX2022011687 A MX 2022011687A MX 2022011687 A MX2022011687 A MX 2022011687A MX 2022011687 A MX2022011687 A MX 2022011687A
Authority
MX
Mexico
Prior art keywords
waste object
methods
electronic devices
waste management
waste
Prior art date
Application number
MX2022011687A
Other languages
English (en)
Inventor
Cris Luce
Clifton Luce
Maithreya Chakravarthula
Roy William Jenkins
Chris Heney
Wolfgang Decker
Original Assignee
Fidelity Ag Inc
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
Application filed by Fidelity Ag Inc filed Critical Fidelity Ag Inc
Publication of MX2022011687A publication Critical patent/MX2022011687A/es

Links

Classifications

    • 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
    • G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/255—Detecting or recognising potential candidate objects based on visual cues, e.g. shapes
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/194—Segmentation; Edge detection involving foreground-background segmentation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/56—Extraction of image or video features relating to colour
    • 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
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/774—Generating sets of training patterns; Bootstrap methods, e.g. bagging or boosting
    • 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
    • G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10—Character recognition
    • G06V30/19—Recognition using electronic means
    • G06V30/191—Design or setup of recognition systems or techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
    • G06V30/19173—Classification techniques
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10—Character recognition
    • G06V30/19—Recognition using electronic means
    • G06V30/192—Recognition using electronic means using simultaneous comparisons or correlations of the image signals with a plurality of references
    • G06V30/194—References adjustable by an adaptive method, e.g. learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20081—Training; Learning
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02W—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO WASTEWATER TREATMENT OR WASTE MANAGEMENT
    • Y02W30/00—Technologies for solid waste management
    • Y02W30/20—Waste processing or separation
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02W—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO WASTEWATER TREATMENT OR WASTE MANAGEMENT
    • Y02W90/00—Enabling technologies or technologies with a potential or indirect contribution to greenhouse gas [GHG] emissions mitigation

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Databases & Information Systems (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Software Systems (AREA)
  • Image Analysis (AREA)
  • Processing Of Solid Wastes (AREA)
  • Injection Moulding Of Plastics Or The Like (AREA)
  • General Factory Administration (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Cleaning In Electrography (AREA)

Abstract

Las realizaciones en la presente divulgan métodos y dispositivos para la gestión de residuos mediante el uso de un motor de categorización de objetos de residuos basado en inteligencia artificial. El método incluye la adquisición de al menos una imagen y la detección de al menos un objeto de desecho a partir de la al menos una imagen adquirida. Adicionalmente, el método determina que el al menos un objeto de desecho detectado coincide con un objeto de desecho prealmacenado e identifica un tipo del objeto de desecho detectado utilizando el objeto de desecho prealmacenado. Adicionalmente, el método incluye la visualización del tipo de objeto de desecho detectado basándose en la identificación.
MX2022011687A 2020-03-21 2021-03-19 Metodos y dispositivos electronicos para la gestion automatizada de residuos. MX2022011687A (es)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US16/826,213 US11335086B2 (en) 2020-03-21 2020-03-21 Methods and electronic devices for automated waste management
PCT/US2021/023272 WO2021194892A1 (en) 2020-03-21 2021-03-19 Methods and electronic devices for automated waste management

Publications (1)

Publication Number Publication Date
MX2022011687A true MX2022011687A (es) 2023-03-13

Family

ID=77748700

Family Applications (1)

Application Number Title Priority Date Filing Date
MX2022011687A MX2022011687A (es) 2020-03-21 2021-03-19 Metodos y dispositivos electronicos para la gestion automatizada de residuos.

Country Status (9)

Country Link
US (2) US11335086B2 (es)
EP (1) EP4121222A4 (es)
JP (1) JP2023517895A (es)
KR (1) KR20220156603A (es)
AU (1) AU2021242242A1 (es)
CA (1) CA3174686A1 (es)
IL (1) IL296647B1 (es)
MX (1) MX2022011687A (es)
WO (1) WO2021194892A1 (es)

Families Citing this family (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11710324B2 (en) * 2020-06-15 2023-07-25 Toyota Research Institute, Inc. Systems and methods for improving the classification of objects
JP2022043918A (ja) * 2020-09-04 2022-03-16 トヨタ自動車株式会社 ゴミ回収装置、建築物、及び方法
GB2607583B (en) * 2021-06-03 2023-12-20 Kenny Waste Man Ltd Method for automated waste composition reporting
CN113920471A (zh) * 2021-10-13 2022-01-11 平安国际智慧城市科技股份有限公司 生产废物的远程监控方法、装置、计算机设备及存储介质
WO2023121903A1 (en) * 2021-12-22 2023-06-29 AMP Robotics Corporation Cloud and facility-based machine learning for sorting facilities
CN114821264B (zh) * 2022-03-28 2023-02-17 慧之安信息技术股份有限公司 一种基于神经网络的算法效率提升方法

Family Cites Families (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2015137997A1 (en) * 2013-03-15 2015-09-17 Compology, Inc. System and method for waste management
WO2014179667A2 (en) * 2013-05-03 2014-11-06 Ecowastehub Corp. Solid waste identification & segregation system
WO2018013903A1 (en) * 2016-07-15 2018-01-18 CleanRobotics, Inc. Automatic sorting of waste
WO2018200866A1 (en) * 2017-04-26 2018-11-01 UHV Technologies, Inc. Material sorting using a vision system
CN109201514B (zh) * 2017-06-30 2019-11-08 京东方科技集团股份有限公司 垃圾分类回收方法、垃圾分类装置以及垃圾分类回收系统
US11504749B2 (en) * 2017-09-19 2022-11-22 Intuitive Robotics, Inc. Systems and methods for waste item detection and recognition
CA3079983A1 (en) * 2017-10-24 2019-05-02 Waterloo Controls Inc. Systems and methods for detecting waste receptacles using convolutional neural networks
WO2019089825A1 (en) * 2017-11-02 2019-05-09 AMP Robotics Corporation Systems and methods for optical material characterization of waste materials using machine learning
US11663923B2 (en) * 2018-11-30 2023-05-30 International Business Machines Corporation Screening material waste
US11403626B2 (en) * 2019-05-24 2022-08-02 Recycle Go Inc. Methods, systems, apparatuses and devices for facilitating processing of recyclable items
US11861647B2 (en) * 2019-08-02 2024-01-02 Cox Enterprises, Inc. Systems and methods for enhanced waste item organization

Also Published As

Publication number Publication date
US20210295039A1 (en) 2021-09-23
US11335086B2 (en) 2022-05-17
KR20220156603A (ko) 2022-11-25
IL296647B1 (en) 2024-04-01
EP4121222A4 (en) 2023-07-19
AU2021242242A1 (en) 2022-09-29
CA3174686A1 (en) 2021-09-30
JP2023517895A (ja) 2023-04-27
WO2021194892A1 (en) 2021-09-30
EP4121222A1 (en) 2023-01-25
US20220301299A1 (en) 2022-09-22
IL296647A (en) 2022-11-01

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