Working With Android Things: Machine Learning With TensorFlow

on YouTube ↗58m

" summary

Android Things is presented as a way for Android developers to build single-purpose IoT devices using familiar Android tools and architecture. The talk shows concrete Android Things prototypes and examples, explains how to develop a hardware product, and demonstrates integrating mobile-style architecture with TensorFlow for on-device machine learning.

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" chapters (17)

1. 0:00Introduction
2. 3:15What is Android Things?
3. 8:13Android Things architecture
4. 12:27Modular hardware with Android Things
5. 13:11Android Things vs mobile development
6. 14:16Android RoboCar project
7. 18:12Setup with Raspberry Pi
8. 21:20Demo: Hardware connection and control
9. 33:14Q&A
10. 37:12Transition to Machine Learning
11. 38:29What is Machine Learning?
12. 41:11TensorFlow and Google kits
13. 43:40Neural networks and TensorFlow
14. 47:55Inception and Fine Tuning
15. 51:01Self-driving car with TensorFlow
16. 53:56Practical code implementation
17. 57:07Summary and opportunities

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