[go: up one dir, main page]

AR121163A1 - Método para el tratamiento de plantación en función del reconocimiento de imagen - Google Patents

Método para el tratamiento de plantación en función del reconocimiento de imagen

Info

Publication number
AR121163A1
AR121163A1 ARP200101418A ARP200101418A AR121163A1 AR 121163 A1 AR121163 A1 AR 121163A1 AR P200101418 A ARP200101418 A AR P200101418A AR P200101418 A ARP200101418 A AR P200101418A AR 121163 A1 AR121163 A1 AR 121163A1
Authority
AR
Argentina
Prior art keywords
image
image recognition
plantation
complexity
recognition analysis
Prior art date
Application number
ARP200101418A
Other languages
English (en)
Inventor
Ole Janssen
Matthias Tempel
Bjoern Kiepe
Mirwaes Wahabzada
Original Assignee
Basf Agro Trademarks Gmbh
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 Basf Agro Trademarks Gmbh filed Critical Basf Agro Trademarks Gmbh
Publication of AR121163A1 publication Critical patent/AR121163A1/es

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/10—Terrestrial scenes
    • G06V20/188—Vegetation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/02—Agriculture; Fishing; Forestry; Mining
    • A—HUMAN NECESSITIES
    • A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01M—CATCHING, TRAPPING OR SCARING OF ANIMALS; APPARATUS FOR THE DESTRUCTION OF NOXIOUS ANIMALS OR NOXIOUS PLANTS
    • A01M21/00—Apparatus for the destruction of unwanted vegetation, e.g. weeds
    • A01M21/04—Apparatus for destruction by steam, chemicals, burning, or electricity
    • A01M21/043—Apparatus for destruction by steam, chemicals, burning, or electricity by chemicals
    • A—HUMAN NECESSITIES
    • A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01M—CATCHING, TRAPPING OR SCARING OF ANIMALS; APPARATUS FOR THE DESTRUCTION OF NOXIOUS ANIMALS OR NOXIOUS PLANTS
    • A01M7/00—Special adaptations or arrangements of liquid-spraying apparatus for purposes covered by this subclass
    • A01M7/0089—Regulating or controlling systems
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00—Programme-control systems
    • G05B19/02—Programme-control systems electric
    • G05B19/18—Numerical control [NC], i.e. automatically operating machines, in particular machine tools, e.g. in a manufacturing environment, so as to execute positioning, movement or co-ordinated operations by means of programme data in numerical form
    • G05B19/4155—Numerical control [NC], i.e. automatically operating machines, in particular machine tools, e.g. in a manufacturing environment, so as to execute positioning, movement or co-ordinated operations by means of programme data in numerical form characterised by programme execution, i.e. part programme or machine function execution, e.g. selection of a programme
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G06T7/0004—Industrial image inspection
    • 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
    • G06V10/776—Validation; Performance evaluation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • 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
    • 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
    • B64U2101/40—UAVs specially adapted for particular uses or applications for agriculture or forestry operations
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B2219/00—Program-control systems
    • G05B2219/30—Nc systems
    • G05B2219/45—Nc applications
    • G05B2219/45013—Spraying, coating, painting
    • 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
    • G06T2207/10—Image acquisition modality
    • G06T2207/10024—Color image
    • 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
    • G06T2207/10—Image acquisition modality
    • G06T2207/10032—Satellite or aerial image; Remote sensing
    • 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
    • G06T2207/10—Image acquisition modality
    • G06T2207/10048—Infrared image
    • 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
    • G06T2207/20084—Artificial neural networks [ANN]
    • 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
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30181—Earth observation
    • G06T2207/30188—Vegetation; Agriculture

Landscapes

  • Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Insects & Arthropods (AREA)
  • Pest Control & Pesticides (AREA)
  • Wood Science & Technology (AREA)
  • Zoology (AREA)
  • Environmental Sciences (AREA)
  • Multimedia (AREA)
  • Toxicology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Business, Economics & Management (AREA)
  • Automation & Control Theory (AREA)
  • Manufacturing & Machinery (AREA)
  • Human Computer Interaction (AREA)
  • Software Systems (AREA)
  • Remote Sensing (AREA)
  • Artificial Intelligence (AREA)
  • Medical Informatics (AREA)
  • Computing Systems (AREA)
  • Databases & Information Systems (AREA)
  • Evolutionary Computation (AREA)
  • Marine Sciences & Fisheries (AREA)
  • Animal Husbandry (AREA)
  • Tourism & Hospitality (AREA)
  • General Business, Economics & Management (AREA)
  • Marketing (AREA)
  • Human Resources & Organizations (AREA)
  • Strategic Management (AREA)
  • Economics (AREA)
  • Primary Health Care (AREA)
  • Mining & Mineral Resources (AREA)
  • Agronomy & Crop Science (AREA)
  • Quality & Reliability (AREA)
  • Catching Or Destruction (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

Un método para el tratamiento de una plantación de un campo de plantación, en donde el método comprende capturar una imagen de una plantación de un campo de plantación; reconocer objetos en la imagen capturada ejecutando un primer análisis de reconocimiento de imagen de una primera complejidad en la imagen capturada en función de una parametrización almacenada de un algoritmo de aprendizaje automático; identificar un resultado de análisis de imagen no satisfactorio; determinar los datos ambientales que corresponden a la imagen capturada; reconocer objetos en la imagen capturada ejecutando un segundo análisis de reconocimiento de imagen de una segunda complejidad en la imagen en función de los datos ambientales en un dispositivo externo, en donde la segunda complejidad es mayor que la primera complejidad; determinar una parametrización mejorada en función del segundo análisis de reconocimiento de imagen para el algoritmo de aprendizaje automático para mejorar el primer análisis de reconocimiento de imagen; y controlar una disposición de tratamiento de un dispositivo de tratamiento en función del primer análisis de reconocimiento de imagen.
ARP200101418A 2019-05-20 2020-05-19 Método para el tratamiento de plantación en función del reconocimiento de imagen AR121163A1 (es)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
EP19175363 2019-05-20

Publications (1)

Publication Number Publication Date
AR121163A1 true AR121163A1 (es) 2022-04-27

Family

ID=66625076

Family Applications (1)

Application Number Title Priority Date Filing Date
ARP200101418A AR121163A1 (es) 2019-05-20 2020-05-19 Método para el tratamiento de plantación en función del reconocimiento de imagen

Country Status (8)

Country Link
US (1) US20220254155A1 (es)
EP (1) EP3741214B1 (es)
JP (1) JP2022533756A (es)
CN (1) CN114144061A (es)
AR (1) AR121163A1 (es)
BR (1) BR112021023280A2 (es)
CA (1) CA3140955A1 (es)
WO (1) WO2020234296A1 (es)

Families Citing this family (23)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP7671281B2 (ja) 2019-09-17 2025-05-01 カーボン オートノマス ロボティック システムズ， インコーポレイテッド 自律レーザ雑草根絶
US11869363B1 (en) 2019-09-17 2024-01-09 Travis Kunkel System and method for autonomous vehicle and method for swapping autonomous vehicle during operation
US20220097842A1 (en) * 2020-09-28 2022-03-31 Travis Kunkel Rugged unmanned airborne vehicle
US20220087246A1 (en) * 2020-09-23 2022-03-24 International Business Machine Corporation Detection of pests within an infrastructure by leveraging digital twin
CN112735071B (zh) * 2020-12-29 2022-08-12 岳阳市金霖昇行科技有限公司 基于互联网的林业监控系统
CN112735070B (zh) * 2020-12-29 2022-06-24 湖南全亦科技有限公司 一种基于互联网的林业监控方法
US12270903B2 (en) 2021-03-17 2025-04-08 Carbon Autonomous Robotic Systems Inc. Systems and methods for point to point object matching and targeting
CN113925039B (zh) * 2021-10-12 2022-10-11 一鼎(福建)生态园林建设有限公司 一种基于物联网的园林病虫害智能防护系统及防控方法
CN113920474B (zh) * 2021-10-28 2024-04-30 成都信息工程大学 一种智能监管柑橘种植态势的物联网系统及方法
IL311018A (en) 2021-11-02 2024-04-01 Carbon Autonomous Robotic Systems Inc High intensity lighting system and methods of using them
CN113917946B (zh) * 2021-11-18 2024-05-10 上海顺诠科技有限公司 基于动态调整预警范围的无人机自动喷洒作业系统及其方法
WO2023095041A1 (en) * 2021-11-24 2023-06-01 Upl Limited Method and system for automatically identifying crop infestation
EP4453814A1 (en) * 2021-12-21 2024-10-30 BASF Agro Trademarks GmbH A computer-implemented method for generating a soil property map of an agricultural field
US12517518B2 (en) 2022-04-29 2026-01-06 Carbon Autonomous Robotic Systems Inc. Systems and methods for autonomous field navigation
WO2023217618A1 (en) * 2022-05-10 2023-11-16 Bayer Aktiengesellschaft Improvements in the use of crop protection products and/or nutrients
EP4535992A1 (en) 2022-06-07 2025-04-16 BASF Agro Trademarks GmbH Pulse width modulation for dose rate adaption
AU2023396159A1 (en) * 2022-12-16 2025-06-19 Spraying Systems Co. Spot weed detection and treatment within a field of view in accordance with machine learning training
WO2024171295A1 (ja) * 2023-02-14 2024-08-22 株式会社クボタ 下限高度変更システムおよび無人航空機
CN116182564B (zh) * 2023-04-26 2024-01-23 科大智能物联技术股份有限公司 一种烧结机点火炉智能控制系统
WO2024260949A1 (de) * 2023-06-22 2024-12-26 Bayer Aktiengesellschaft Erkennen von funktionsbeeinträchtigungen bei einer vorrichtung
CN116806799B (zh) * 2023-08-25 2024-06-25 深圳市纬尔科技有限公司 一种智慧农业田间除草方法以及系统
SE2430130A1 (en) * 2024-03-15 2025-09-16 Ju Information Ab Method and system for identifying weed
CN119131461B (zh) * 2024-08-14 2025-07-25 中化现代农业有限公司 基于图像识别技术的农机作业田间图像处理方法

Family Cites Families (20)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8488874B2 (en) * 2011-01-31 2013-07-16 Dalhouse University Variable rate sprayer system and method of variably applying agrochemicals
US9563945B2 (en) * 2012-07-05 2017-02-07 Bernard Fryshman Object image recognition and instant active response with enhanced application and utility
US10521896B2 (en) * 2012-07-05 2019-12-31 Bernard Fryshman Object image recognition and instant active response with enhanced application and utility
US10564316B2 (en) * 2014-09-12 2020-02-18 The Climate Corporation Forecasting national crop yield during the growing season
US10339380B2 (en) * 2016-09-21 2019-07-02 Iunu, Inc. Hi-fidelity computer object recognition based horticultural feedback loop
CN106742004A (zh) * 2016-11-23 2017-05-31 河池学院 一种农作物防虫害飞行机器人
CN106585992A (zh) * 2016-12-15 2017-04-26 上海土是宝农业科技有限公司 一种无人机智能识别、精确喷洒农药的方法及系统
BR112019019653A2 (pt) * 2017-03-21 2020-04-22 Blue River Technology Inc. método para controlar os mecanismos de atuação de uma pluralidade de componentes de uma colheitadeira
US10095981B1 (en) * 2017-03-22 2018-10-09 Accenture Global Solutions Limited Multi-state quantum optimization engine
CN106956778A (zh) * 2017-05-23 2017-07-18 广东容祺智能科技有限公司 一种无人机农药喷洒方法及系统
CN107392091B (zh) * 2017-06-09 2020-10-16 河北威远生物化工有限公司 一种农业人工智能作物检测方法、移动终端和计算机可读介质
US10796161B2 (en) * 2017-07-14 2020-10-06 Illumitex, Inc. System and method for identifying a number of insects in a horticultural area
US11263707B2 (en) * 2017-08-08 2022-03-01 Indigo Ag, Inc. Machine learning in agricultural planting, growing, and harvesting contexts
BR112020003688B1 (pt) * 2017-08-21 2023-02-07 The Climate Corporation Método e sistema para modelagem digital e rastreamento de campos para implementação de testes de campo agrícola
CA3073713A1 (en) * 2017-08-25 2019-02-28 The Board Of Trustees Of The University Of Illinois Apparatus and method for agricultural data collection and agricultural operations
US10423850B2 (en) * 2017-10-05 2019-09-24 The Climate Corporation Disease recognition from images having a large field of view
CN111246735B (zh) * 2017-10-27 2022-11-01 巴斯夫欧洲公司 用于植物管理的设备
CN207843314U (zh) * 2018-02-02 2018-09-11 天津师范大学 一种智能识别植物种类、精确喷洒农药的无人机
CN109122633B (zh) * 2018-06-25 2023-10-03 华南农业大学 神经网络决策的植保无人机精准变量喷雾装置和控制方法
CN109258601B (zh) * 2018-08-10 2020-10-23 华南农业大学 一种智能化的除草无人机自动对靶喷雾流量控制装置与方法

Also Published As

Publication number Publication date
US20220254155A1 (en) 2022-08-11
BR112021023280A2 (pt) 2022-01-04
JP2022533756A (ja) 2022-07-25
CN114144061A (zh) 2022-03-04
CA3140955A1 (en) 2020-11-26
EP3741214B1 (en) 2024-08-14
EP3741214A1 (en) 2020-11-25
WO2020234296A1 (en) 2020-11-26

Similar Documents

Publication Publication Date Title
AR121163A1 (es) Método para el tratamiento de plantación en función del reconocimiento de imagen
MX382730B (es) Método, aparato y dispositivo electrónico para detección de la vitalidad facial.
WO2019050247A3 (ko) 클래스 인식을 위한 뉴럴 네트워크 학습 방법 및 디바이스
MX362444B (es) Metodo y aparato para identificacion de huella dactilar.
WO2018088794A3 (ko) 디바이스가 이미지를 보정하는 방법 및 그 디바이스
PH12021550370A1 (en) Information processing device, information processing program, and information processing method
JP2018528536A5 (es)
MX386967B (es) Sistemas y métodos para realizar autentificación de usuario basada en huellas dactilares usando imágenes capturadas usando dispositivos móviles.
MX2021009164A (es) Dispositivos y metodos de recomendacion de alimento para mascotas.
MX372830B (es) Detección de segmentos de un programa de video.
PE20201181A1 (es) Procedimiento para identificar un objeto dentro de una imagen y dispositivo movil para ejecutar el procedimiento
AR118526A1 (es) Método para el tratamiento de plantación de un campo de plantación con una tasa de aplicación variable
MX2016003577A (es) Metodo y dispositivo para identificar region.
EP2983111A3 (en) Method and apparatus for facial recognition
RU2015100255A (ru) Способ и устройство для сокрытия конфиденциальной информации
EP2851808A3 (en) Hybrid natural language processor
MY179900A (en) Speech recognition method and speech recognition apparatus
KR20180084576A (ko) 행동-인식 연결 학습 기반 의도 이해 장치, 방법 및 그 방법을 수행하기 위한 기록 매체
MX2016003769A (es) Metodo y dispositivo para extraccion de region.
RU2014101663A (ru) Способ выявления необходимости обучения эталона при верификации распознанного текста
RU2014117521A (ru) Распознавание динамических жестов с использованием свойств, извлекаемых из нескольких интервалов
EP4191471A4 (en) Sequence recognition method and apparatus, image processing device, and storage medium
EP3002739A3 (en) Information processing apparatus and information processing method by the same
KR102056989B9 (ko) 머신러닝 기반의 gre 영상을 활용한 혈전 분류 방법 및 시스템
RU2014103152A (ru) Способы и системы эффективного автоматического распознавания символов

Legal Events

Date Code Title Description
FG Grant, registration