This is the code repository for Machine Learning for Android App development Using ML Kit [Video], published by Packt. It contains all the supporting project files necessary to work through the video course from start to finish.
It's crazy to see how Artificial Intelligence and Machine Learning are moving so fast and becoming the next big thing. The focus is on putting AI and Machine Learning into people's hands in their daily lives by bringing it to their mobile devices.
ML Kit makes it easy to apply ML techniques to your apps by bringing Google's ML technologies together in a single SDK. With ML Kit you can have features such as text recognition, face recognition, barcode scanning, image labeling, and landmark recognition at your fingertips in your apps. In this course, you are going to implement all these features in your Android applications using ML Kit.
After completing this course, you will be confident enough to build Android applications equipped with in-built Machine Learning features, providing an amazing user experience. You will be able to go into the world and create your own useful Machine Learning apps using ML Kit. All the codes are present at: https://github.com/PacktPublishing/Machine-Learning-for-Android-App-development-Using-ML-Kit
- Explore how machine learning is changing the world we live in.
- Configure UIs with camera settings and use them in your app.
- Implement text recognition and deploy it with Firebase on the cloud.
- Perform face detection by adding it to your app and trying it out!
- Scan through barcodes by adding the barcode scanning feature to your app.
- Identify images by image labeling and deploy them with Firebase on the cloud.
- Add features such as landmark recognition to your apps to identify a specific landmark.
To fully benefit from the coverage included in this course, you will need:
This course is for Android developers who want to try their hand at building a machine learning app using the new ML Kit SDK that Google recently released. This course does not require any previous knowledge of machine learning, as a basic introduction will be given so that you can fully understand the content.
This course has the following software requirements:
- Android Studio
This course has been tested on the following system configuration:
- OS:OS X High Sierra
- Processor:Intel Core i7
- Memory:16GB