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184 results for machine learning

Multiple industries
Cereal grains Oilseeds Pasture, fodder & feed Pulse grains
Data and AI
Research project

AgAsk: A Machine Learning Generated Question-Answering Conversational Agent for Data-driven Growing Decisions

AgAsk, a machine learning question-answering system, will interpret natural language questions and provide contextualised access to insights into agricultural research. …
  • Funded by

    Grains Research and Development Corporation (GRDC)

  • Project date

    23 Mar 2020 -
    22 Mar 2022

  • Research organisation

    The University of Queensland (UQ)

Multiple industries
Cereal grains Oilseeds Pasture, fodder & feed Pulse grains
Data and AI
Research project

Machine learning to extract maximum value from soil and crop variability

The yields of major crops in Australia are often below their water-limited potential. A reason for this is the complexity …
  • Funded by

    Grains Research and Development Corporation (GRDC)

  • Project date

    24 Feb 2020 -
    23 Feb 2022

  • Research organisation

    The University of Adelaide (UA)

Multiple industries
Cereal grains Oilseeds Pulse grains
Data and AI
Research project

Machine learning to map soil constraint variability and predict crop yield

This project will use a variety of Machine Learning techniques to bring together previously underutilised on-farm, satellite, and weather data …
  • Funded by

    Grains Research and Development Corporation (GRDC)

  • Project date

    17 Feb 2020 -
    31 Oct 2021

  • Research organisation

    The University of Sydney (USYD)

Multiple industries
Cereal grains Oilseeds Pasture, fodder & feed Pulse grains
Data and AI
Research project

Using machine learning to increase genetic gain in canola blackleg resistance breeding

This project will extend current research into deep learning and the genomics of disease resistance and apply findings to improve …
  • Funded by

    Grains Research and Development Corporation (GRDC)

  • Project date

    17 Feb 2020 -
    16 Feb 2022

  • Research organisation

    The University of Western Australia (UWA)

Multiple industries
Cereal grains Oilseeds Pasture, fodder & feed Pulse grains
Data and AI
Research project

Machine learning applied to high-throughput feature extraction from imagery to map spatial variability

This project will advance upon existing techniques for image analytics by setting up datasets from a greater range of situations, …
  • Funded by

    Grains Research and Development Corporation (GRDC)

  • Project date

    17 Feb 2020 -
    16 Feb 2022

  • Research organisation

    The University of Queensland (UQ)

Research project

Industry Development Grant_Alan Dorin

The funds will be used to support a current project by allowing us to extend an existing, working, single-unit honeybee …
  • Funded by

    AgriFutures Australia

  • Project date

    20 Oct 2020 -
    19 Nov 2021

  • Research organisation

    Monash University

Cotton
Multiple technology areas
Crop protection Imagery
Research project

Identifying sensors for better IPM in Cotton

Silverleaf whitefly (SLW), mites and aphids gathering under cotton leaves are not easily detected manually because of diurnal movement or …
  • Funded by

    Cotton Research and Development Corporation (CRDC)

  • Project date

    1 Jul 2018 -
    31 Dec 2021

  • Research organisations

    Cotton Research and Development Corporation (CRDC), Queensland Department of Agriculture and Fisheries (QDAF), University of Southern Queensland (USQ)

Multiple industries
Sheep & lamb Wool
Multiple technology areas
Animal technology Traceability
Research project

Zondii On farm Wool Classing

Using patented scientific technology the project aims to enable producers to scan wool in-shed and detect micron, colour and crimp of the wool, by creating machine learning models accessed by affordable non-connected devices. This project will benefit the producer by providing real time wool test results cheaper and quicker than current laboratory options, allowing more sheep to be tested.
  • Funded by

    Australian Wool Innovation (AWI)

  • Project date

    31 May 2022 -
    30 Jun 2022

Other rural industries
Plant science
Research project

Defining terroir of Australian Coffee to increase demand and investment

Market differentiation for the Australian coffee growing industry is currently inhibited by the lack of a robust platform and associated …
  • Funded by

    AgriFutures Australia

  • Project date

    31 Oct 2019 -
    31 May 2023

  • Research organisation

    Southern Cross University (SCU)

Sheep & lamb
Crop protection
Research project

Grazing Intelligence

This project aims to help producers make better grazing decisions . Food Agility, together with the NSW Department of Primary Industries and agtech company Pasture.io, will deliver machine learning models that remotely predicts animal performance and daily pasture availability. These ‘Grazing Intelligence’ models will improve the confidence of producers in making grazing and livestock value-adding decisions. They will provide clear animal performance recommendations and projections through the Pasture.io software.
  • Funded by

    Food Agility Cooperative Research Centre (Food Agility CRC)

  • Project date

    1 Jul 2021 -
    30 Jun 2023

  • Research organisation

    Food Agility Cooperative Research Centre (Food Agility CRC)

Cross industry
Research project

Grazing bytes

Improving pasture production and utilisation and savings on labour costs provide significant opportunities to improve the profitability and productivity of …
  • Funded by

    Australian Wool Innovation (AWI)

  • Project date

    31 May 2019 -
    30 Jun 2022

  • Research organisation

    Murdoch University

Other rural industries
Multiple technology areas
Automation Traceability
Research project

Hagley Farm School Agricultural Learning Centre

This project aims to support producers by directly providing them with engaging and meaningful learning opportunities designed to increase their …
  • Funded by

    AgriFutures Australia

  • Project date

    15 May 2022 -
    15 Jun 2023

  • Research organisation

    Hagley Farm School Agricultural Learning Centre

Cross industry
Data and AI
Research project

Sensors for reduce reproductive wastage

This investment will utilise on-animal sensors, such as AWI Smart Tags, to monitor and evaluate reproductive events and performance. A …
  • Funded by

    Australian Wool Innovation (AWI)

  • Project date

    1 Mar 2019 -
    30 Jun 2022

  • Research organisation

    The University of Sydney (USYD)

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