Auto-tuning of zones based on user feedback....
Posted: Sat Mar 05, 2016 7:29 pm
I know this is a pie-n-the-sky request -- It's likely way too complex but ...
The best analogy would be spam filtering --- some filters allow one to train the filter by telling it what is spam and what is ham. I'm looking for something similar here. As I go through the captured events, I can flag it as a positive or a negative. Based on these flags, attempt to adjust either the sensitivity of the zones, or their size (or both). Or better still, have it create its own zones with the appropriate sensitivities.
Since I'm asking for the world, even have the zones/sensitivity settings adjust differently depending on time of day, current weather conditions (or, perhaps by different run states).
The best analogy would be spam filtering --- some filters allow one to train the filter by telling it what is spam and what is ham. I'm looking for something similar here. As I go through the captured events, I can flag it as a positive or a negative. Based on these flags, attempt to adjust either the sensitivity of the zones, or their size (or both). Or better still, have it create its own zones with the appropriate sensitivities.
Since I'm asking for the world, even have the zones/sensitivity settings adjust differently depending on time of day, current weather conditions (or, perhaps by different run states).