What can AI do?Javen Shi

Australian Institute for Machine LearningDeepSightX

Australian Institute for Machine Learning• Over 120 people, and growing• Major Research Themes:

• Deep Learning• Computer Vision and Robotic Vision• NLP and Visual Question Answering

• One of the world’s best Machine Learning research groups• Third in the world in publications in the key conferences in computer vision (csrankings.com)• No 1 on VQA 2.0 challenge at CVPR’17• No 1 on CityScapes in 2018• No 1 on PASCAL Visual Object Classes repeatedly• 2nd in ImageNet Scene Parsing 2016• ACRV won Amazon picking challenge 2017• 2nd in Global Explorer Challenge ($200k) – 1,000 participants from 62 countries, 2019• Won three medical imaging global competitions• 1st place (golden prize) at VW logistics Innovation Day with digital factory powered by AI, 2019

2

C a r n e g i e M e l l o n U n i v e r s i t y

Top 3

ITS ABOUT

WORLD RANKING

FDA Approval1st in its Class

Visual Question Answer (VQA)to answer any questions in images or videos 。

VQA CHALLENGE2.0

Using Cameras to detect, recognise the object types, and localise them

Robotic Picking Challenge

Using different mechanism to pick the item such as via sucking or gripping

No.1

ITS ABOUTDriveLess

This information creates information rich maps that predict mineral location

Can predict and adviseDetect grape berriesPredict the prices Predict the yield

Can help manufacturing --- digital factory for cars

What is the best move to beat opponent?

AI advisor for sport

AI for Regions CRCENSURING A PROSPEROUS FUTURE FOR

REGIONAL AUSTRALIA

List of interest so far

Mining & Resources• Nyrstar• Bluescope• Oz Minerals• Resolution SystemsPrimary production

• Timber industry• Airborne Logic• Aus Agribusiness• Costa

Connectors

• SACOME• Riverlands Murraylands RDA• Orkestra

• Regions Matter• Rod Hook Association• Food Innovation Partners

• SA Government• Koolth• Dassault

Tourism

• Indigenous Tourism Associations

Infrastructure• Urbis

Software• Max Kelsen• SafetyCulture

• Reejig• Orkestra

List of interest so farResearch organisations

• University of Adelaide (SA)• The University of Sydney (NSW)• University of Western Australia (WA)• University of Wollongong (NSW)• University Sunshine Coast (Qld)• Swinburne University (Vic)• UniSA (SA)• Flinders University (SA)• QUT (Qld)• UTS (NSW)

What can AI do?Australian Institute for Machine LearningSlide Number 3Slide Number 4Slide Number 5Slide Number 6Slide Number 7Slide Number 8Slide Number 9Slide Number 10Slide Number 11Slide Number 12Slide Number 13Slide Number 14Slide Number 15AI for Regions CRCList of interest so farList of interest so far