Android All the Things!
summary
A DIY home-automation stack built with Raspberry Pi running Android Things, cheap RF sensors decoded via an FXCOM USB dongle, and Firebase Realtime Database for telemetry. Cloud Functions mint Firebase auth tokens for headless devices; a companion Android app uses Persistence and Architecture Components; Actions on Google provide voice queries. TensorFlow TimeSeries models are converted to TensorFlow Lite for on-device forecasting, though model accuracy suffers from biased spikes caused by stove-fired heating.
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chapters (7)
- 0:00Home automation intro
- 6:26Android Things home automation
- 13:26Reading sensor data via USB
- 20:05Firebase secure auth
- 25:39Google Assistant integration
- 28:30ML temperature prediction
- 33:26Conclusion
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