MA66622A1 - Système et méthode de prévision et d'optimisation de rendement agricole par Intelligence Artificielle - Google Patents

Système et méthode de prévision et d'optimisation de rendement agricole par Intelligence Artificielle

Info

Publication number
MA66622A1
MA66622A1 MA66622A MA66622A MA66622A1 MA 66622 A1 MA66622 A1 MA 66622A1 MA 66622 A MA66622 A MA 66622A MA 66622 A MA66622 A MA 66622A MA 66622 A1 MA66622 A1 MA 66622A1
Authority
MA
Morocco
Prior art keywords
artificial intelligence
forecasting
prediction
data analysis
module
Prior art date
Application number
MA66622A
Other languages
English (en)
Other versions
MA66622B1 (fr
Inventor
Hamdani Tahar
Original Assignee
Pcs Agri
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 Pcs Agri filed Critical Pcs Agri
Priority to MA66622A priority Critical patent/MA66622B1/fr
Priority to PCT/MA2025/050014 priority patent/WO2026024171A1/fr
Publication of MA66622A1 publication Critical patent/MA66622A1/fr
Publication of MA66622B1 publication Critical patent/MA66622B1/fr

Links

Classifications

    • 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
    • A—HUMAN NECESSITIES
    • A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01B—SOIL WORKING IN AGRICULTURE OR FORESTRY; PARTS, DETAILS, OR ACCESSORIES OF AGRICULTURAL MACHINES OR IMPLEMENTS, IN GENERAL
    • A01B79/00—Methods for working soil
    • A01B79/005—Precision agriculture
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 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
    • G06Q10/00—Administration; Management
    • G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
    • 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
    • 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
    • G06T2207/20—Special algorithmic details
    • G06T2207/20081—Training; 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
    • G06T2207/20084—Artificial neural networks [ANN]

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Quality & Reliability (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Business, Economics & Management (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Strategic Management (AREA)
  • Human Resources & Organizations (AREA)
  • Economics (AREA)
  • Mathematical Physics (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Computational Linguistics (AREA)
  • Software Systems (AREA)
  • Biophysics (AREA)
  • Development Economics (AREA)
  • Biomedical Technology (AREA)
  • Game Theory and Decision Science (AREA)
  • Data Mining & Analysis (AREA)
  • Health & Medical Sciences (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Marketing (AREA)
  • Operations Research (AREA)
  • Tourism & Hospitality (AREA)
  • General Business, Economics & Management (AREA)
  • Mechanical Engineering (AREA)
  • Soil Sciences (AREA)
  • Environmental Sciences (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Image Analysis (AREA)

Abstract

La présente invention décrit un système intégré d'analyse de données agricoles utilisant l'intelligence artificielle pour optimiser la gestion des cultures en serre. Le système inclut des dispositifs de capture d'images, un module d'IA pour l'analyse des données, y compris l'estimation de rendement et la prédiction de maturité, un stockage en cloud, une interface utilisateur interactive et un module de gestion logistique. La méthode associée comporte deux phases : la préparation et l'entraînement des données, suivies par l'analyse et la prédiction en temps réel, permettant une planification et gestion logistique précise des ressources et des transports, favorisant ainsi une agriculture durable et économique.
MA66622A 2024-07-25 2024-07-25 Système et méthode de prévision et d'optimisation de rendement agricole par Intelligence Artificielle MA66622B1 (fr)

Priority Applications (2)

Application Number Priority Date Filing Date Title
MA66622A MA66622B1 (fr) 2024-07-25 2024-07-25 Système et méthode de prévision et d'optimisation de rendement agricole par Intelligence Artificielle
PCT/MA2025/050014 WO2026024171A1 (fr) 2024-07-25 2025-07-07 Système et méthode de prévision et d'optimisation de rendement agricole par intelligence artificielle

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
MA66622A MA66622B1 (fr) 2024-07-25 2024-07-25 Système et méthode de prévision et d'optimisation de rendement agricole par Intelligence Artificielle

Publications (2)

Publication Number Publication Date
MA66622A1 true MA66622A1 (fr) 2026-01-30
MA66622B1 MA66622B1 (fr) 2026-04-30

Family

ID=97222848

Family Applications (1)

Application Number Title Priority Date Filing Date
MA66622A MA66622B1 (fr) 2024-07-25 2024-07-25 Système et méthode de prévision et d'optimisation de rendement agricole par Intelligence Artificielle

Country Status (2)

Country Link
MA (1) MA66622B1 (fr)
WO (1) WO2026024171A1 (fr)

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11120552B2 (en) * 2019-02-27 2021-09-14 International Business Machines Corporation Crop grading via deep learning
CN115631366A (zh) * 2022-09-29 2023-01-20 华南农业大学 一种番茄果实成熟度预测方法及装置
US20230409910A1 (en) * 2018-06-06 2023-12-21 AgEYE Technologies, Inc. Ai-powered autonomous plant-growth optimization system that automatically adjusts input variables to yield desired harvest traits
US20240057505A1 (en) * 2022-08-18 2024-02-22 Zhejiang University Crop yield estimation method and system based on grade identification and weight decision-making

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2019049048A1 (fr) * 2017-09-08 2019-03-14 9337-4791 Quebec, Inc. Système et procédé de commande d'environnement de croissance de culture
US10891482B2 (en) * 2018-07-10 2021-01-12 Adroit Robotics Systems, devices, and methods for in-field diagnosis of growth stage and crop yield estimation in a plant area
US11676244B2 (en) 2018-10-19 2023-06-13 Mineral Earth Sciences Llc Crop yield prediction at field-level and pixel-level
EP4139877A4 (fr) * 2020-04-22 2024-01-24 Opti-Harvest, Inc. Plate-forme d'intégration et d'analyse de données agricoles

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20230409910A1 (en) * 2018-06-06 2023-12-21 AgEYE Technologies, Inc. Ai-powered autonomous plant-growth optimization system that automatically adjusts input variables to yield desired harvest traits
US11120552B2 (en) * 2019-02-27 2021-09-14 International Business Machines Corporation Crop grading via deep learning
US20240057505A1 (en) * 2022-08-18 2024-02-22 Zhejiang University Crop yield estimation method and system based on grade identification and weight decision-making
CN115631366A (zh) * 2022-09-29 2023-01-20 华南农业大学 一种番茄果实成熟度预测方法及装置

Also Published As

Publication number Publication date
WO2026024171A1 (fr) 2026-01-29
MA66622B1 (fr) 2026-04-30

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