Blog Post

AI project could predict production capabilities of sheep

Website Editor

Australian researchers are working on an artificial intelligence (AI) system that could revolutionise the sheep industry. Australian Wool Innovation (AWI), neXtgen Agri Ltd and the University of Sydney will be collaborating to create AI technologies capable of predicting the production capabilities of livestock from a young age.

Dr Jane Littlejohn, AWI ’s General Manager of Research, explained the project seeks to prove the possibility of phenotyping – determining traits and behaviours from physical characteristics – using semi-automated image and sensor technologies.

“Machine learning techniques can be used to determine identification through facial recognition, wrinkle scores, face cover and live-weight in sheep,” said Dr Littlejohn.

“The long-term goal of the project is to evaluate the use of advanced phenotypes and artificial intelligence technologies for the prediction of lifetime performance at young ages, management of performance changes in real time and provide advanced highly predictive phenotypes as inputs for ongoing selection decisions.”

The system could provide farmers the tools to complete remote and automatic identification and weighing of animals at only the cost of the sensors. That means cost and maintenance wouldn’t be significant barriers to implementation on real farms.

“This project will also lay the foundation for new and innovative ways to assess traits in sheep without additional time and effort from farm managers,” said Mark Ferguson, neXtgen Agri project lead.

AI research in this area has never been done before, but the AWI is confident that this will spark significant development in sheep breeding practices. The results will be analysed mid-2019.

“This project, in partnership with neXtgen Agri, is just another approach to bringing technology on-farm,” said Dr Littlejohn. “Exploring the potential use of artificial intelligence in everyday practises on-farm is an exciting and future-focused prospect.”

By: Sarah Payne





NEWS
16 Feb, 2024
HARDI Australia has long been at the forefront of technological development for Australian farmers, giving way to a game-changing solution to the perennial agricultural problem of weed control.
By Jessica Martyn 16 Feb, 2024
When it comes to building and maintaining a successful farming business in Australia, implementing the right solutions to deliver and preserve essential resources like fresh water is crucial – and in these ponds, White International is an authority more than 70 years strong.
16 Feb, 2024
After five decades of consistently setting new standards in forage harvesting technology, including perfect cut quality, ideal chop length, and efficient kernel processing, CLAAS has recently released a special edition JAGUAR 990 TERRA TRAC model at Agritechnica.
By By Jennifer McKee 16 Feb, 2024
In today's fast-paced world, embracing technology has become essential for industries to thrive, and the Australian agriculture industry is no exception.
04 Dec, 2023
As a Landcare group, one of our main interests is to increase ecological resilience in our local area. Many of our landscapes have been cleared of vegetation in previous decades, so we have the task of supporting landholders to plant trees and shrubs to replace those that are missing. The benefits of revegetation are manifold. They include providing habitat for a range of native animals; controlling erosion and salinity; increasing farm productivity through nutrient cycling and shade and shelter for stock; and drawing down carbon from the atmosphere. But as weather patterns become more variable and we experience more climatic extremes, we need to think about which plant species – and which plant genetics – are most appropriate in our revegetation efforts. We are forced to ask will our local plantings be able to survive our future climate? Up until recently, it has been common for people to preference locally sourced seed when re-planting. This has been based on the idea that such plants will be best adapted to local conditions. However, there is growing understanding among scientists and land managers that we need to shift our focus to plants that can persist as the climate changes. This involves looking at which plant species are most appropriate by focussing on species that have a wide distribution and grow in our area and also in hotter areas, and increasing the genetic diversity of our tubestock so they have the best potential to adapt over successive generations. Our Landcare group has been tackling this issue for the past several years, working with scientists and AdaptNSW to find the best way forward. There are several key steps involved: understanding our local future climate, analysing whether selected local species can survive in climates like the one projected for our area, and sourcing seed for those likely-to-survive species from a range of areas to increase the genetic diversity of our plantings. Planting the right species with good genetic diversity gives revegetation projects the best chance of survival into the future. It’s not just about making sure the individual tubestock will grow, but that future generations of those plants will be able to survive and thrive. Luckily there are some good resources available for farmers, land managers and groups interested in climate ready revegetation. The Royal Botanic Garden Sydney has launched the Restore and Renew Webtool ( https://www.restore-and-renew.org.au/ ), which is a wonderful way for people to incorporate both climate change and genetic information when sourcing seed or plants. The NSW Niche Finder is invaluable for those who want to dig further into climate variables and species distribution ( http://www.nswnichefinder.net/ ). For future climate information, the CSIRO and Bureau of Meteorology have joined forces to provide a user-friendly online tool ( https://myclimateview.com.au/ ). And AdaptNSW also provides projected climate change information for different regions of the state ( https://www.climatechange.environment.nsw.gov.au/projections-map ). The Yass Area Network of Landcare Groups also has detailed information about our work on climate ready revegetation and relevant resources our website: https://yan.org.au/projects/climate-ready-revegetation-project As the climate changes, our revegetation efforts are more important than ever. And we need to make sure that they are ‘climate ready’ so that their benefits persist well into the future.
04 Dec, 2023
Some weeks, Amy Pascoe spends more time with mushrooms than humans. In this Q&A the Little Acre co-founder talks stereotypes, innovation, and the problem with “Grown in Australia” labels.
Show More
Share by: