SG10201902958PA - Artificial intelligence based plantable blank spot detection - Google Patents

Artificial intelligence based plantable blank spot detection

Info

Publication number
SG10201902958PA
SG10201902958PA SG10201902958PA SG10201902958PA SG10201902958PA SG 10201902958P A SG10201902958P A SG 10201902958PA SG 10201902958P A SG10201902958P A SG 10201902958PA SG 10201902958P A SG10201902958P A SG 10201902958PA SG 10201902958P A SG10201902958P A SG 10201902958PA
Authority
SG
Singapore
Prior art keywords
plantable
artificial intelligence
spot detection
intelligence based
blank spot
Prior art date
Application number
SG10201902958PA
Inventor
Saurabh MANGAL
Kamal Mannar
Samy Julian Addison Anthony
Koalitas Sherly Cendana
Original Assignee
Accenture Global Solutions Ltd
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 Accenture Global Solutions Ltd filed Critical Accenture Global Solutions Ltd
Priority to SG10201902958PA priority Critical patent/SG10201902958PA/en
Priority to US16/593,499 priority patent/US11210515B2/en
Publication of SG10201902958PA publication Critical patent/SG10201902958PA/en

Links

Classifications

    • 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
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/217—Validation; Performance evaluation; Active pattern learning techniques
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/23—Clustering techniques
    • G06F18/232—Non-hierarchical techniques
    • G06F18/2321—Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functions
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/243—Classification techniques relating to the number of classes
    • G06F18/2431—Multiple classes
    • 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
    • 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
    • G06N3/047—Probabilistic or stochastic networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/01—Probabilistic graphical models, e.g. probabilistic networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/40—Analysis of texture
    • 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
    • G06V10/34—Smoothing or thinning of the pattern; Morphological operations; Skeletonisation
    • 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
    • G06V10/44—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
    • G06V10/443—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components by matching or filtering
    • G06V10/449—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters
    • G06V10/451—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters with interaction between the filter responses, e.g. cortical complex cells
    • G06V10/454—Integrating the filters into a hierarchical structure, e.g. convolutional neural networks [CNN]
    • 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
    • G06V10/762—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using clustering, e.g. of similar faces in social networks
    • G06V10/763—Non-hierarchical techniques, e.g. based on statistics of modelling distributions
    • 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
    • G06V20/10—Terrestrial scenes
    • G06V20/17—Terrestrial scenes taken from planes or by drones
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/10—Terrestrial scenes
    • G06V20/182—Network patterns, e.g. roads or rivers
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/10—Terrestrial scenes
    • G06V20/188—Vegetation
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B64—AIRCRAFT; AVIATION; COSMONAUTICS
    • B64U—UNMANNED AERIAL VEHICLES [UAV]; EQUIPMENT THEREFOR
    • B64U2101/00—UAVs specially adapted for particular uses or applications
    • B64U2101/30—UAVs specially adapted for particular uses or applications for imaging, photography or videography
    • 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
    • G06T2207/20036—Morphological image processing
    • G06T2207/20044—Skeletonization; Medial axis transform
    • 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
    • G06T2207/20084—Artificial neural networks [ANN]
    • 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
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30181—Earth observation
    • G06T2207/30188—Vegetation; Agriculture

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Multimedia (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • Software Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Computing Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • Biomedical Technology (AREA)
  • Molecular Biology (AREA)
  • Mathematical Physics (AREA)
  • Probability & Statistics with Applications (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Databases & Information Systems (AREA)
  • Medical Informatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Evolutionary Biology (AREA)
  • Remote Sensing (AREA)
  • Biodiversity & Conservation Biology (AREA)
  • Algebra (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Aviation & Aerospace Engineering (AREA)
  • Image Analysis (AREA)
SG10201902958PA 2019-04-02 2019-04-02 Artificial intelligence based plantable blank spot detection SG10201902958PA (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
SG10201902958PA SG10201902958PA (en) 2019-04-02 2019-04-02 Artificial intelligence based plantable blank spot detection
US16/593,499 US11210515B2 (en) 2019-04-02 2019-10-04 Artificial intelligence based plantable blank spot detection

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
SG10201902958PA SG10201902958PA (en) 2019-04-02 2019-04-02 Artificial intelligence based plantable blank spot detection

Publications (1)

Publication Number Publication Date
SG10201902958PA true SG10201902958PA (en) 2020-11-27

Family

ID=72662671

Family Applications (1)

Application Number Title Priority Date Filing Date
SG10201902958PA SG10201902958PA (en) 2019-04-02 2019-04-02 Artificial intelligence based plantable blank spot detection

Country Status (2)

Country Link
US (1) US11210515B2 (en)
SG (1) SG10201902958PA (en)

Families Citing this family (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11210554B2 (en) 2019-03-21 2021-12-28 Illumina, Inc. Artificial intelligence-based generation of sequencing metadata
US11347965B2 (en) 2019-03-21 2022-05-31 Illumina, Inc. Training data generation for artificial intelligence-based sequencing
US11593649B2 (en) 2019-05-16 2023-02-28 Illumina, Inc. Base calling using convolutions
KR20220143854A (en) 2020-02-20 2022-10-25 일루미나, 인코포레이티드 AI-based many-to-many base calling
US20220027744A1 (en) * 2020-07-22 2022-01-27 Accenture Global Solutions Limited Resource data modeling, forecasting and simulation
US20220107926A1 (en) * 2020-10-06 2022-04-07 The Climate Corporation Scalable geospatial platform for an integrated data synthesis and artificial intelligence based exploration
US20220336054A1 (en) 2021-04-15 2022-10-20 Illumina, Inc. Deep Convolutional Neural Networks to Predict Variant Pathogenicity using Three-Dimensional (3D) Protein Structures

Family Cites Families (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10460279B2 (en) * 2016-06-28 2019-10-29 Wing Aviation Llc Interactive transport services provided by unmanned aerial vehicles
CA3082106C (en) * 2017-11-13 2022-12-06 Raven Industries, Inc. Safety system for autonomous operation of off-road and agricultural vehicles using machine learning for detection and identification of obstacles.
WO2019176826A1 (en) * 2018-03-14 2019-09-19 日本電気株式会社 Region determining device, monitoring system, region determining method, and recording medium
US11068737B2 (en) * 2018-03-30 2021-07-20 Regents Of The University Of Minnesota Predicting land covers from satellite images using temporal and spatial contexts
US11074447B1 (en) * 2018-07-13 2021-07-27 Hana Resources, Inc. Land analysis system using drone-captured data
US11464177B2 (en) * 2018-12-10 2022-10-11 Climate Llc Image-based irrigation recommendations
US10916046B2 (en) * 2019-02-28 2021-02-09 Disney Enterprises, Inc. Joint estimation from images

Also Published As

Publication number Publication date
US11210515B2 (en) 2021-12-28
US20200320294A1 (en) 2020-10-08

Similar Documents

Publication Publication Date Title
SG10201902958PA (en) Artificial intelligence based plantable blank spot detection
GB202203973D0 (en) Automated artificial intelligence radial visualization
CA194247S (en) Humeral implant
CA194246S (en) Humeral implant
EP3883482A4 (en) Implantable artificial bronchus
EP3773331C0 (en) Implant
GB2589698B (en) Ocular prosthesis
EP3705270A4 (en) Laser welded body
CA192919S (en) Beam
EP4022520A4 (en) Artificial intelligence accelerator
PL3719439T3 (en) Bullet catcher
PT3773354T (en) Prosthesis electrode
GB201815008D0 (en) Prothesis
GB201906753D0 (en) Prosthesis
EP3683536C0 (en) Target detection
GB201801320D0 (en) Visual implant
AU2019902313A0 (en) Fortifyedge Artificial Intelligence Smart Thing
EP4069150C0 (en) Implant
GB201919477D0 (en) Osseoingrated scoffold prosthesis
EP3937859C0 (en) Implant
GB201909918D0 (en) Prosthesis
GB201910084D0 (en) Implant
PT3795904T (en) Artificial fireplace
GB202105409D0 (en) Drivetrain
GB202000905D0 (en) Artificial intelligence