Skip to Content Skip to Navigation

140 results for machine learning

Filter results Reset filters
Multiple industries
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. …

Multiple industries
Grains Oilseeds Pasture, fodder & feed Pulse grains
Data and AI
  • Led by

    Grains Research and Development Corporation (GRDC)

  • Start date

    23 Mar 2020

  • Research organisation

    The University of Queensland (UQ)

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

Multiple industries
Grains Oilseeds Pasture, fodder & feed Pulse grains
Data and AI
  • Led by

    Grains Research and Development Corporation (GRDC)

  • Start date

    24 Feb 2020

  • Research organisation

    The University of Adelaide (UA)

Logo for Machine learning to extract maximum value from soil and crop variability
Multiple industries
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 …

Multiple industries
Grains Oilseeds Pulse grains
Data and AI
  • Led by

    Grains Research and Development Corporation (GRDC)

  • Start date

    17 Feb 2020

  • Research organisation

    The University of Sydney (USYD)

Logo for Machine learning to map soil constraint variability and predict crop yield
Multiple industries
Grains Oilseeds Pasture, fodder & feed Pulse grains
Data and AI
Research project

Identifying a machine learning approach to weed recognition in Australian grain production systems

The project will create an open source weed image library to make weed recognition data freely available to the weed …

Multiple industries
Grains Oilseeds Pasture, fodder & feed Pulse grains
Data and AI
  • Led by

    Grains Research and Development Corporation (GRDC)

  • Start date

    17 Feb 2020

  • Research organisation

    The University of Sydney (USYD)

Logo for Identifying a machine learning approach to weed recognition in Australian grain production systems
Multiple industries
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 …

Multiple industries
Grains Oilseeds Pasture, fodder & feed Pulse grains
Data and AI
  • Led by

    Grains Research and Development Corporation (GRDC)

  • Start date

    17 Feb 2020

  • Research organisation

    The University of Western Australia (UWA)

Logo for Using machine learning to increase genetic gain in canola blackleg resistance breeding
Multiple industries
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, …

Multiple industries
Grains Oilseeds Pasture, fodder & feed Pulse grains
Data and AI
  • Led by

    Grains Research and Development Corporation (GRDC)

  • Start date

    17 Feb 2020

  • Research organisation

    The University of Queensland (UQ)

Logo for Machine learning applied to high-throughput feature extraction from imagery to map spatial variability
Multiple industries
Grains Oilseeds Pasture, fodder & feed Pulse grains
Data and AI
Research project

Applying machine learning to improve genetic gain delivered from genomic selection in plant breeding

Machine learning is the next-generation solution to identifying patterns in large datasets and involves using computer science and statistics to …

Multiple industries
Grains Oilseeds Pasture, fodder & feed Pulse grains
Data and AI
  • Led by

    Grains Research and Development Corporation (GRDC)

  • Start date

    17 Feb 2020

  • Research organisation

    Australian Grain Technologies Pty Ltd

Logo for Applying machine learning to improve genetic gain delivered from genomic selection in plant breeding
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 …

Cotton
Multiple technology areas
Crop protection Imagery
  • Led by

    Cotton Research and Development Corporation (CRDC)

  • Start date

    1 Jul 2018

  • Research organisations

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

Logo for Identifying sensors for better IPM in Cotton
Other rural industries
Data and AI
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 …

Other rural industries
Data and AI
  • Led by

    AgriFutures Australia

  • Start date

    1 Nov 2019

  • Research organisation

    Southern Cross University (SCU)

Logo for Defining terroir of Australian Coffee to increase demand and investment
Multiple industries
Sheep Wool
Research project

Technical Garment Development & Construction

This investment is working with trade partners to develop innovative knitted garments for the fashion, sports and lifestyle markets. Traditional …

Multiple industries
Sheep Wool
  • Led by

    Australian Wool Innovation (AWI)

  • Start date

    1 Jul 2019

  • Research organisation

    Stoll America Knitting Machinery

Logo for Technical Garment Development & Construction
IoT & smart-farming
Research project

Grazing bytes

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

IoT & smart-farming
  • Led by

    Australian Wool Innovation (AWI)

  • Start date

    31 May 2019

  • Research organisation

    Murdoch University

Logo for Grazing bytes
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 …

Data and AI
  • Led by

    Australian Wool Innovation (AWI)

  • Start date

    1 Mar 2019

  • Research organisation

    The University of Sydney (USYD)

Logo for Sensors for reduce reproductive wastage
Oilseeds
Data and AI
Research project

Post-Doctoral Fellowship: High-throughput quantitative analysis of flowering dynamics and canopy structure in Canola germplasm using image analysis and deep learning methods

Crop improvement is dependent on accurate measurements of plant traits such as flowering time, leaf and seed number. For canola, …

Oilseeds
Data and AI
  • Led by

    Grains Research and Development Corporation (GRDC)

  • Start date

    1 Jul 2019

  • Research organisation

    Commonwealth Scientific and Industrial Research Organisation (CSIRO)

Logo for Post-Doctoral Fellowship: High-throughput quantitative analysis of flowering dynamics and canopy structure in Canola germplasm using image analysis and deep learning methods
Dairy
Animal technologies
Research project

Clinical mastitis treatment decision tool

Optimising the management of a cow with clinical mastitis is crucial for the cow’s welfare, for ongoing milk production …

Dairy
Animal technologies
  • Led by

    Dairy Australia

  • Start date

    1 Mar 2021

  • Research organisations

    Charles Sturt University (CSU), The University of Sydney (USYD), University of Technology Sydney (UTS)

Logo for Clinical mastitis treatment decision tool
Dairy
Research project

Pathways for People in Dairy

This project aims to delive tools that enable the rapid, high-quality and safe induction of new employees on an Australian …

Dairy
  • Led by

    Dairy Australia

  • Start date

    11 May 2020

  • Research organisation

    Dairy Australia

Logo for Pathways for People in Dairy
Multiple industries
Grains Pulse grains
Imagery
Research project

CropPhen: Remote mapping of grain crop type and phenology

This project aims to develop a software-based tool to remotely map crop type (wheat, barley, chickpea, lentils, sorghum and mungbean) …

Multiple industries
Grains Pulse grains
Imagery
  • Led by

    Grains Research and Development Corporation (GRDC)

  • Start date

    24 Feb 2020

  • Research organisation

    The University of Queensland (UQ)

Logo for CropPhen: Remote mapping of grain crop type and phenology
Multiple industries
Sheep Wool
Animal technologies
Research project

Better use of pregnancy scanning technology

This project aims to improve adoption of pregnancy scanning of ewes by 25% over 10 years with 25% more flocks managed according to …

Multiple industries
Sheep Wool
Animal technologies
  • Led by

    Australian Wool Innovation (AWI)

  • Start date

    14 Jun 2019

  • Research organisation

    Meat and Livestock Australia (MLA)

Logo for Better use of pregnancy scanning technology
Back to top
Reset filters

Readiness

Reset filters