GDG I/O Extended Seminar 2018

GDG I/O Extended Seminar

 

google.com/io

 

Google Developers Group Incheon

 

GDG DevFest / GDG IO Extended

 

1. Material Design

• 모든 재료들이 디지털화
• material.io
• Cross Platform 지원
• 폰트, 아이콘
• https://material.io/tools/icons/?icon=settings&style=baseline

 

어떤 Components 있는가?

• Tabs, Navigation Drawer, Floating Action Button
• Speed Dial, Extended FAB(글자 넣는 버튼)
• App Bars : Bottom
• backdrop

 

1. Modern Android Development

• 실시간 Memory tracking
• Constraint Layout 2.0 Alpha 보기
• Kotlin / Lint Checks
• https://github.com/Android/android-ktx
• GridLayout 사용하지 말것, RelativeLayout -> Constraint Layout
• Adapter View -> Recycler View
• Fragment (Support Library Use)
• Single Activity 
• Architecture
• https://developer.android.com/topic/libraries/architecture/guide.html
• Data Room Library(via Sqlite / SQL validation) 
• Jetpack
• AndroidX ( After Android Support Library 28.0.0 )
• Jetifier : binary migration tool 

 

1. TensorFlow

• 브라우저에서 작동하는 텐서플로우
• 딥러닝과 머신러닝 등에 활용하기 위해 만들어진 오픈소스
• tensorflow.js / Node.js 로 작동
• 테스트탑 환경 / 모바일앱 / IOT (Tensorflow LITE)
• TensorFlow Hub
• TensorFlow model Analysis- Jupyter

 

어떤  Module이 있는가 ?

• Image
• Text
• Etc

 

• TensorFlow Serving : 다중 모델, 모델의 변동성, 높은 처리량
• TensorFlow Serving RESTful API 준비중