Learnings from IO 2018

I gave a talk at I/O Extended Seattle to share what I learned from I/O 2018.

Transcript

1. Learnings from I/O 2018 Margaret Maynard-Reid 5/30/2018
2. @margaretmz | #IO18Extended | @GDGSeattle 2
3. @margaretmz | #IO18Extended | @GDGSeattle Key takeaways for me • AI/ML everywhere - every product announcement has ‘AI at Core’ • Easier to make (Android) apps with intelligence: ◦ ML Kit ◦ TensorFlow Lite ◦ Actions on Google • Easier to get started with TensorFlow and deep learning 3
4. @margaretmz | #IO18Extended | @GDGSeattle Pre keynote shows NSynth WorldDraw 4
5. @margaretmz | #IO18Extended | @GDGSeattle Keynote • Assistant phone call to make an appointment • Photos new features and new API • Lens to be integrated into camera (currently in Photos & Assistant) • Maps uses AR to help navigation your directions • News got revamped and uses AI to to curate the news. • Android P’s major updates are all focused on intelligence, in addition to simplicity and digital well being. • AR, Computer vision / cameras, Waymo self driving cars are use deep learning. 5
6. @margaretmz | #IO18Extended | @GDGSeattle Get started with Actions 1. Define the actions in the actions.xml file 2. Personalize action suggestions by integrating usage logging into the app (Firebase app indexing) 3. Expand the reach of app beyond Android by build conversational actions 4. Enhance Actions with Slices , a new UI framework for surfacing deep in app content. 6
7. @margaretmz | #IO18Extended | @GDGSeattle Get started with TF high level APIs 7
8. @margaretmz | #IO18Extended | @GDGSeattle Thank you! @margaretmz +MargaretMaynardReid @margaretmz 8
9. @margaretmz | #IO18Extended | @GDGSeattle ML Kit Brings Google’s machine learning expertise to mobile developers in a powerful and easy-to-use package. Powered by TF Lite, with the help if Firebase, ML kits offers: • Dynamic model downloads • A/B testing (via Firebase remote Configuration) • Model compression & conversion (from TensorFlow to TF Lite) 9
10. @margaretmz | #IO18Extended | @GDGSeattle Photos API RESTFUL API for both web and mobile • Connect — access their libraries of photos in your app • Upload — photo to a user’s photos library • Share — a photo from my app Smart Filter • Content categories • Date created • Media type • Photo albums 10
11. @margaretmz | #IO18Extended | @GDGSeattle Helpful links • My Learnings from I/O 2018 (my blog) • TensorFlow at Google I/O 2018 (TensorFlow blog) • 100 Things We Announced at I/O 18 (on Google Blog) • I/O 2018 All Sessions (on YouTube) • I/O 2018 Codelabs 11
12. @margaretmz | #IO18Extended | @GDGSeattle Summary by Sketchnote 12