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Cleanup, ML Improvements, Image Push Notifications

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@imbrianj imbrianj released this 10 Aug 07:12
· 71 commits to master since this release

NOTE:

  • If you are running AI version 20180525 or older, you will need to rename or remove your cache/db/processed.json file and restart SwitchBoard. Depending on the number of events you've stored, reprocessing events with the new time and date categories can take a while.

New features:

  • Rework how images are captured so the binary of the images taken may be sent to other controllers.
  • Add images to Pushover notifications when applicable (such as security cameras)
  • Add app for Air Quality to trigger actions based on configured criteria (turn on air purifier if PM2.5 exceeds a limit, for example).
  • Minor improvements to voice commands for blinds.
  • Add app to remind me to take my dog out if it's been a while.
  • Black Carbon values and reasonable safe levels populated for Air Quality.

ML Improvements:

  • More granular time and date categories, allowing more accurate predictions (at the cost of more data needing to be collected and more memory consumed in storing it). What was simply 6 time categories and 2 day categories (for a total of 12 "buckets") is now 24 time categories and 7 day categories (for a total of 168 "buckets").

Cleanup:

  • Change to catchErr to be consistent in var naming and avoid confusion.
  • Documentation cleanup for machine learning values.
  • Fix a rare bug for Nest if you don't have a designated "Home" name - default to "Main"
  • Fix to light app that wasn't triggering "off" events accurately.