AU2021242242B2 - Methods and electronic devices for automated waste management - Google Patents

Methods and electronic devices for automated waste management Download PDF

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Publication number
AU2021242242B2
AU2021242242B2 AU2021242242A AU2021242242A AU2021242242B2 AU 2021242242 B2 AU2021242242 B2 AU 2021242242B2 AU 2021242242 A AU2021242242 A AU 2021242242A AU 2021242242 A AU2021242242 A AU 2021242242A AU 2021242242 B2 AU2021242242 B2 AU 2021242242B2
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waste object
waste
artificial intelligence
detected
user
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AU2021242242A1 (en
Inventor
Maithreya CHAKRAVARTHULA
Wolfgang Decker
Chris HENEY
Roy William JENKINS
Clifton LUCE
Cris LUCE
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Fidelity AG Inc
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Fidelity AG Inc
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; 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 OR CALCULATING; 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 OR CALCULATING; 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 OR CALCULATING; 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 OR CALCULATING; 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 OR CALCULATING; 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 OR CALCULATING; 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 OR CALCULATING; 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

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Databases & Information Systems (AREA)
  • Computing Systems (AREA)
  • Software Systems (AREA)
  • Medical Informatics (AREA)
  • General Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Health & Medical Sciences (AREA)
  • Image Analysis (AREA)
  • Processing Of Solid Wastes (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Cleaning In Electrography (AREA)
  • Injection Moulding Of Plastics Or The Like (AREA)
  • General Factory Administration (AREA)
AU2021242242A 2020-03-21 2021-03-19 Methods and electronic devices for automated waste management Active AU2021242242B2 (en)

Applications Claiming Priority (3)

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
US16/826,213 2020-03-21
PCT/US2021/023272 WO2021194892A1 (en) 2020-03-21 2021-03-19 Methods and electronic devices for automated waste management

Publications (2)

Publication Number Publication Date
AU2021242242A1 AU2021242242A1 (en) 2022-09-29
AU2021242242B2 true AU2021242242B2 (en) 2025-06-05

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AU2021242242A Active AU2021242242B2 (en) 2020-03-21 2021-03-19 Methods and electronic devices for automated waste management

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US (2) US11335086B2 (enExample)
EP (1) EP4121222A4 (enExample)
JP (1) JP7726899B2 (enExample)
KR (1) KR102813257B1 (enExample)
AU (1) AU2021242242B2 (enExample)
IL (1) IL296647B2 (enExample)
MX (1) MX2022011687A (enExample)
WO (1) WO2021194892A1 (enExample)

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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
CA3215397A1 (en) 2021-04-16 2022-10-20 Tomas FILLER Methods and arrangements to aid recycling
GB2607583B (en) * 2021-06-03 2023-12-20 Kenny Waste Man Ltd Method for automated waste composition reporting
CN113920471B (zh) * 2021-10-13 2024-07-19 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
US12340287B2 (en) 2021-12-22 2025-06-24 AMP Robotics Corporation Maintaining a data structure corresponding to a target object
US12221292B2 (en) 2021-12-22 2025-02-11 AMP Robotics Corporation Object path planning in a sorting facility
US12128567B2 (en) 2021-12-22 2024-10-29 AMP Robotics Corporation Using machine learning to recognize variant objects
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
US12271937B1 (en) 2022-08-08 2025-04-08 United Services Automobile Association (Usaa) Ecological impact evaluation promoting decreased ecological impact
KR20250123195A (ko) * 2022-12-16 2025-08-14 앳킨스 에너지 프로덕츠& 테크놀로지, 엘엘씨 산업 폐기물 용기를 위한 시스템 및 방법
US11961054B1 (en) * 2023-10-31 2024-04-16 Prince Mohammad Bin Fahd University Waste management system

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Also Published As

Publication number Publication date
IL296647B1 (en) 2024-04-01
NZ792031A (en) 2025-05-30
KR20220156603A (ko) 2022-11-25
US11335086B2 (en) 2022-05-17
US20220301299A1 (en) 2022-09-22
AU2021242242A1 (en) 2022-09-29
IL296647B2 (en) 2024-08-01
IL296647A (en) 2022-11-01
US20210295039A1 (en) 2021-09-23
MX2022011687A (es) 2023-03-13
JP7726899B2 (ja) 2025-08-20
KR102813257B1 (ko) 2025-05-27
EP4121222A4 (en) 2023-07-19
JP2023517895A (ja) 2023-04-27
EP4121222A1 (en) 2023-01-25
WO2021194892A1 (en) 2021-09-30
CA3174686A1 (en) 2021-09-30
US12293561B2 (en) 2025-05-06

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