Data Collection
Deployed for 40 days, we collected
approximately 3.4 million sensor readings
Designated first 7 days as our training data,
using it to develop our recognition system
Statistical model of whether a pipe is on
Set of patterns for matching activities
Remaining 33 days are used as test data