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185 results for machine learning

Research project

Connectivity solutions: In-paddock and on-boat, where to from here?

This work is designed to be very practical and consider the opportunities and barriers to connectivity solutions in-paddock. Particularly in …
  • Funded by

    AgriFutures Australia

  • Project date

    26 Apr 2023 -
    5 Oct 2023

  • Research organisation

    More Than Machines Pty Limited

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, …
  • Funded by

    Grains Research and Development Corporation (GRDC)

  • Project date

    1 Jul 2019 -
    30 Jun 2023

  • Research organisation

    Commonwealth Scientific and Industrial Research Organisation (CSIRO)

Dairy
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 …
  • Funded by

    Dairy Australia

  • Project date

    1 Mar 2021 -
    30 Jun 2024

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 …
  • Funded by

    Dairy Australia

  • Project date

    11 May 2020 -
    1 Aug 2021

  • Research organisation

    Dairy Australia

Multiple industries
Cereal 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) …
  • Funded by

    Grains Research and Development Corporation (GRDC)

  • Project date

    24 Feb 2020 -
    30 Jan 2024

  • Research organisation

    The University of Queensland (UQ)

Multiple industries
Sheep & lamb Wool
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 …
  • Funded by

    Australian Wool Innovation (AWI)

  • Project date

    14 Jun 2019 -
    31 Aug 2022

  • Research organisation

    Meat and Livestock Australia (MLA)

Wine
Input management
Research project

Digital tools for canopy management to increase competitiveness

Australian grape growers have access to a free app called VitiCanopy, which characterises canopy architecture with geotagged data across a …
  • Funded by

    Wine Australia

  • Project date

    1 Jul 2018 -
    30 Jun 2022

  • Research organisation

    The University of Adelaide (UA)

Wild catch fisheries
Fisheries technology
Research project

New tools to assess visual fish health

There is a need to assess new technologies in collecting and assessing fish health data. Such technologies offer the potential …
  • Funded by

    Fisheries Research and Development Corporation (FRDC)

  • Project date

    19 Dec 2017 -
    30 Aug 2018

Forestry
Harvest technology
Research project

Advanced real-time measurements at harvest to increase value recovery

Advanced technologies are revolutionising industries around the globe, and Australian forestry operators have begun pioneering the use of advanced technologies …
  • Funded by

    Forest and Wood Products Australia (FWPA)

  • Project date

    15 Jun 2018 -
    30 Mar 2021

  • Research organisation

    University of the Sunshine Coast (USC)

Cereal grains
Multiple technology areas
Data and AI Imagery Input management
Research project

Real-time remote-sensing based monitoring for the rice industry

Rice growing operations rely on good information to make the best use of the available water to produce high quantity …
  • Funded by

    AgriFutures Australia

  • Project date

    30 Nov 2021 -
    31 Aug 2025

  • Research organisation

    University of New England (UNE)

Sugar
Harvest technology
Research project

Harvester losses assessment by real-time Machine Vision Systems

This project seeks to develop a novel proof-of-concept Machine Vision System for real-time estimation of cane losses during harvest, using imaging to detect billet particles and juice that falls onto trash blanket.
  • Funded by

    Sugar Research Australia (SRA)

  • Project date

    1 Jul 2019 -
    31 Jul 2021

  • Research organisation

    University of Southern Queensland

Poultry
Imagery
Research project

Novel detection of chicken welfare using machine vision

The Australian chicken meat industry predominantly uses sheds to house chickens. Sheds are typically inspected 3 times per day, however continual …
  • Funded by

    AgriFutures Australia

  • Project date

    2 Jul 2017 -
    7 Oct 2021

  • Research organisation

    University of Southern Queensland (USQ)

Multiple industries
Cotton Sugar
Imagery
Research project

Commercial development and evaluation of a machine vision-based weed spot sprayer

This project aimed to integrate machine vision-based weed discrimination algorithms with commercial spray control systems from a spray equipment manufacturer, …
  • Funded by

    Cotton Research and Development Corporation (CRDC)

  • Project date

    1 Jul 2013 -
    30 Apr 2019

  • Research organisation

    University of Southern Queensland (USQ)

Multiple industries
Beef cattle Other rural industries Sheep & lamb
Research project

ACE Benchmarking Supported Learning Project

Profitable Grazing Systems (PGS) is one of Meat and Livestock Australia (MLA)’s adoption programs, which will drive measurable, improved …
  • Funded by

    Meat and Livestock Australia (MLA)

  • Project date

    30 Sep 2019 -
    28 Aug 2020

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