Learn how to deploy deep learning models on mobile and embedded devices with TensorFlow Lite. This course was developed by the TensorFlow team and Udacity as a practical approach to model deployment for software developers. You'll get hands-on experience with the TensorFlow Lite framework as you deploy deep learning models on Android, iOS, and even an embedded Linux platform. By the end of this course, you'll have all the skills necessary to start deploying your own deep learning models into your apps.
Overview
Syllabus
- Welcome to the Course
- Welcome to the course!
- Introduction to TensorFlow Lite
- Learn how TensorFlow Lite works under the hood.
- TF Lite on Android
- Learn how to deploy TensorFlow Lite models on Android.
- TF Lite on iOS with Swift
- Learn how to deploy TensorFlow Lite models on iOS.
- TF Lite on IoT
- Learn how to deploy TensorFlow Lite models on IoT devices.
- Course Outro
- Congratulations! You've reached the end of the course.
Taught by
Daniel Situnayake, Paige Bailey and Juan Delgado