Lighthouse - Tool to audit websites
- Performance budgets
PWAUser trust and safety - Private and secure cookies by default
- Easy to use privacy controls
- Anti-fingerprinting protection
Keep track the latest features and best practices of the web - New website called https://web.dev to help.
Chrome OS - Linux for Chromebooks.
- Android Studio is now available with one-click install.
- All Chromebooks launch this year will be Linux-ready right out of the box.
Machine Learning - Google AI
- Out of the box - ML Kit
- Performance - Google Cloud
- Flexibility - TensorFlow
- ML Kit
- Vision
- Landmark detection
- Image labeling
- Barcode scanning
- Face detection
- Natural Language
- Language identification
- Smart Reply
- Custom
- New features
- On-device translation.
- Object detection and tracking API.
- Pair with Google Cloud Product Search API.
- You can get started using these new APIs today through Firebase (https://g.co/mlkit).
- Google Cloud (https://g.co/cloud/ai)
- For developer who needs more performance for large ML workloads, Google Cloud provides a complete set of AI tools and this includes Cloud AutoML.
- Cloud AutoML Tables
- Cloud AutoML Video Intelligence
- Cloud TPU Pods beta
- TensorFlow
- TensorFlow 2.0 alpha (all about usability)
- More intuitive APIs
- Less code
- Portability
- TensorFlow.JS
- Build, train and deploy custom models right in the browser and on the Node.js platform.
- Build custom models
- Train new models or retrain existing models
- Deploy with JavaScript
- TensorFlow Lite
- For developers working with on-device platform such as mobile devices and IoT
- Demo of “Dance Like”, an app by Google. All on device, simultaneously in real-time. The 5 on-device tasks running at the same time:
- Running two body-part segmentation models
- Matching the segmentation models
- Running dynamic time warping
- Playing a video
- Encoding a video
- It’s that cool!?
Firebase - Build your app with fully managed backend:
- Build better apps
- Improve app quality
- Engage your users
- Firebase + ML Kit make it easy for you to bring ML to your app regardless of expertise
- Today we are expanding ML Kit with AutoML Vision Edge
- Firebase Performance Monitoring for Android, iOS and the web.
Flutter for web technical preview available today10 years of Google Developer community