Christopher Watkins1 1CSIRO, Melbourne, Australia This workshop teaches you to apply deep learning techniques to a wide range of computer vision tasks through a series of hands-on exercises. You will get to work with widely-used deep learning tools, frameworks, and ...
- September 6, 2018
Peter Green1, Pauline Joseph2, Amanda Bellenger3, Aaron Kent4, Mathew Robinson5 1Curtin University, Perth, Australia, P.Green@curtin.edu.au 2Curtin University, Perth, Australia, P.Joseph@curtin.edu.au 3Curtin University, Perth, Australia, A.Bellenger@curtin.edu.au 4Curtin University, Perth, Australia, Aaron.J.Kent1@gmail.com 5Curtin University, Perth, Australia, Matt.Robinson@curtin.edu.au Curtin University Library manages...
- August 17, 2018
Dr Linda Mciver1 1Australian Data Science Education Institute, Glen Waverley, Australia We are drowning in data. Every two days we generate more data than the entirety of human history up to 2003. And those are old numbers. We have...
- August 17, 2018
Glenn Moloney1, Paul Coddington2, Andy Botting3, Siddeswara Guru4 1Australian Research Data Commons (ARDC), University of Melbourne, Melbourne, Australia, glenn.moloney@ardc.edu.au 2Australian Research Data Commons (ARDC), eResearch SA, Adelaide, Australia, paul.coddington@ardc.edu.au 3Australian Research Data Commons (ARDC), University of Melbourne, Melbourne, Australia, andrew.botting@ardc.edu.au 4TERN, University of...
- August 16, 2018
Dr Craig Bellamy1, Mr Mohsin Murtaza1, Mr Ather Saeed1 1Charles Sturt University, Fitzroy, Australia After many false dawns, AI may be gaining traction. Chatbots, Natural Language Processing, robots, autonomous vehicles, and the combination of big data and AI are...
- August 16, 2018
Owen L Kaluza1, Andreas Hamacher2, Toan D Nguyen3, Daniel Waghorn4, David G Barnes5, C Paul Bonnington6 1 *owen.kaluza@monash.edu, 2 *andreas.hamacher@monash.edu, 3 *toan.nguyen@monash.edu 4 *daniel.waghorn@monash.edu, 5 *david.g.barnes@monash.edu, 6 *paul.bonnington@monash.edu *Monash University, Clayton, Victoria, Australia MOTIVATION The challenge of providing access...
- August 16, 2018
Mr Oliver Cairncross1 1Research Computing Centre, University of Queensland, Brisbane, Australia, o.cairncross@uq.edu.au Summary Modern high throughput microscopy instruments, such as lattice light-sheet microscopy (LLSM), generate large volumes of data necessitating the development of new systems to facilitate computation and...
- August 16, 2018
Piotr Szul1,Aidan O’Brien2, Robert Dunne3, Denis C. Bauer2 1Data61, CSIRO, Brisbane, QLD, Australia, piotr.szul@data61.csiro.au 2Health & Biosecurity, CSIRO, Sydney, NSW, Australia 3Data61, CSIRO, Sydney, NSW, Australia INTRODUCTION Recent advances in genome sequencing technologies and bioinformatics have enabled whole-genomes to...
- August 16, 2018
Mr Lee Belbin1 1The Atlas of Living Australia, Carlton, Australia,lee.belbin@csiro.au The Atlas of living australia The Atlas of Living Australia (ALA: http://www.ala.org.au) has around 75 million observations of species. The ALA has also collected over 500 regional, national and...
- August 16, 2018
Jeff Christiansen1, Derek Benson2, Grahame Bowland3, Samuel Chang4, Simon Gladman5, Gareth Price6, Anna Syme7, Tamas Szabo8, Mike W C Thang9, Andrew Bissett10 1QCIF and RCC-University of Queensland, Brisbane, Australia, jeff.christiansen@qcif.edu.au 2RCC-University of Queensland, Brisbane, Australia, d.benson@imb.uq.edu.au 3Centre for Comparative Genomics,...
- August 15, 2018