Overview
Explore how to incorporate machine learning services into Android apps without deep ML expertise in this 41-minute Devoxx conference talk. Learn about integrating speech recognition, face detection, natural language processing, prediction, and search functionalities. Discover practical examples and get started with creating intelligent Android applications. Gain insights into various ML services, including open-source options like TensorFlow, and understand design considerations for AI-powered apps. Delve into topics such as Mobile Vision API, REST API calls, cloud ML services, and even robotics integration with Android.
Syllabus
Intro
Artificial Intelligence everywhere!
What is Machine Learning?
Face detector
Mobile Vision API - Barcode Detection
REST API calls
Cloud ML services demo
Demo - Mimicker Alarm
TensorFlow on mobile
Microsoft LUIS
Pepper the Robot + Android
Design considerations
What is next?
Taught by
Devoxx