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)
Multiple industries Cereal grains Oilseeds Pulse grains Data and AI Research project Using Machine Learning To Develop New Methods For Genetic Gain In Crops Challenged By Fungal Diseases This project will apply a machine learning approach to genetic and high throughput phenotyping data to draw out genetic markers … Funded by Grains Research and Development Corporation (GRDC) Project date 17 Feb 2020 - 16 Feb 2022 Research organisation Curtin University
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 Pulse grains Data and AI Research project Deep Learning for early detection and classification of crop disease and stress This project will utilise deep learning for the detection, identification, and evaluation of crop stress factors using a variety of … Funded by Grains Research and Development Corporation (GRDC) Project date 17 Feb 2020 - 16 Feb 2022 Research organisation The University of Western Australia (UWA)
Cereal grains Data and AI Research project LMA Project A – Improved Phenotyping For Late Maturity Alpha-Amylase (LMA) Susceptibility In Wheat Late maturity ?-amylase (LMA) is a grain defect causing a reduction in Hagberg falling number and potential failing to meet … Funded by Grains Research and Development Corporation (GRDC) Project date 1 Jan 2020 - 31 Dec 2022 Research organisation Department of Jobs Precincts and Regions (DJPR) [Vic]
Wool Data and AI Research project Measurement of Follicle density and diameter Current measures of wool follicle density are expensive and time consuming as they require a biopsy sample of the animal’… Funded by Australian Wool Innovation (AWI) Project date 1 Dec 2019 - 31 Aug 2020 Research organisation The University of Adelaide (UA)
Multiple industries Beef cattle Other rural industries Sheep & lamb Data and AI Research project Developing and commercialising advanced objective measurement technologies RR&D4P (ALMTECH II) This project aims to facilitate and support commercialisation of successful technologies from the ALM … Funded by Meat and Livestock Australia (MLA) Project date 28 Oct 2019 - 6 May 2023 Research organisation Murdoch University
Cross industry Data and AI Research project Tasmania Wool Smart Farm While advanced management technologies (AMTs) such as AWI SMART Tags offer great promise, their value for enhanced sustainability and profitability … Funded by Australian Wool Innovation (AWI) Project date 13 Oct 2019 - 30 Dec 2020 Research organisation University of Tasmania (UTAS)
Cross industry Data and AI Research project Maternal Mothering Up This investment aims to use proximity data from on-animal sensors (AWI SMART Tags) to generate an algorithm for maternal ewe/… Funded by Australian Wool Innovation (AWI) Project date 1 Oct 2019 - 21 Dec 2020 Research organisation University of New England (UNE)
Wild catch fisheries Data and AI Research project An updated understanding of Eastern School Whiting stock structure and improved stock assessment for cross-jurisdictional management Eastern School Whiting have been managed by catch quotas in Commonwealth fisheries since 1993. A Commonwealth Tier 1 stock assessment is completed … Funded by Fisheries Research and Development Corporation (FRDC) Project date 31 Aug 2019 - 21 Sep 2022 Research organisation New South Wales Department of Primary Industries (NSW DPI)
Multiple industries Beef cattle Sheep & lamb Multiple technology areas Data and AI Traceability Research project Creating Visibility in the Supply Chain utilising Intelligent Inspection and Data Technologies Creating visibility across all stages of the food supply chain is vital to ensure organisations in the food supply chain … Funded by Australian Meat Processor Corporation (AMPC) Project date 17 Jul 2019 - 27 Mar 2020
Sugar Multiple technology areas Data and AI Imagery Plant science Research project Validating high throughput phenomics technologies for sugarcane clonal selection This project aims to improve accuracy of early-stage clonal selection by validating high throughput phenomics technologies and developing an optimal selection index. Funded by Sugar Research Australia (SRA) Project date 1 Jul 2019 - 30 Sep 2022 Research organisation Sugar Research Australia (SRA)
Multiple industries Beef cattle Other rural industries Sheep & lamb Data and AI Research project A pathway to improve quality of national herd This project aims to establish the design of a system to enable improved quality of current herd and productivity data … Funded by Meat and Livestock Australia (MLA) Project date 1 Jul 2019 - 9 Feb 2020
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)
Cross industry Data and AI Research project Virtual Fencing for cropping and weed management Virtual fencing provides the opportunity to maximise animal production, maintain sustainable crop and pasture grazing pressure and control weeds through … Funded by Australian Wool Innovation (AWI) Project date 20 Jun 2019 - 30 Jun 2022 Research organisation Commonwealth Scientific and Industrial Research Organisation (CSIRO)
Multiple industries Beef cattle Sheep & lamb Multiple technology areas Data and AI Traceability Research project US Pilot for pallet labels as an alternate system of shipping mark The aim of this project is to provide data to support and assist in the acceptance by the Serial Shipping … Funded by Australian Meat Processor Corporation (AMPC) Project date 12 Jun 2019 - 29 Jun 2021 Research organisation Management for Technology Pty Ltd
Multiple industries Beef cattle Other rural industries Sheep & lamb Data and AI Research project NLIS Data Visualisation of Animal Movements The purpose of this project is to review the NLIS data; graphically design a compelling visual representation of NLIS data; … Funded by Meat and Livestock Australia (MLA) Project date 10 Jun 2019 - 19 Feb 2020
Multiple industries Beef cattle Sheep & lamb Data and AI Research project Employee Retention for the Meat Industry The aim of this project is to develop data-driven solutions which improve employee retention at six months in meat industry … Funded by Australian Meat Processor Corporation (AMPC) Project date 6 Jun 2019 - 9 Jun 2021
Multiple industries Beef cattle Sheep & lamb Multiple technology areas Data and AI Processing & packaging Research project DEXA and CT prediction of retail beef cuts By establishing the relationships between DEXA and CT measurements and beef cut weights from a range of retail cut specifications, … Funded by Meat and Livestock Australia (MLA) Project date 1 Jun 2019 - 15 Dec 2021 Research organisation Murdoch University
Multiple industries Beef cattle Sheep & lamb Multiple technology areas Data and AI Imagery Processing & packaging Research project Calibration and repeatability of CT imaging This project will deliver a calibration device that can link industry “gold standard” CT calibration data. The variables that could … Funded by Meat and Livestock Australia (MLA) Project date 20 Apr 2019 - 28 Nov 2021 Research organisation Murdoch University