Life360 incorrectly flags motorcycle riding as distracted driving
π± parentingproduct problemSingle report βββββ
A motorcycle rider reports that the Life360 app incorrectly triggers alerts for rapid acceleration and distracted driving because the app's sensors are not calibrated for motorcycle dynamics.
What people do today
- Ignoring the false alerts
- Disabling driving detection features
π§ Fix this
Ideas a builder, maker or community group could start on:
- Develop a 'Motorcycle Mode' toggle in the app settings that adjusts sensitivity thresholds for acceleration and distraction detection.
- Implement a machine learning classifier that distinguishes motorcycle motion patterns from car motion patterns using accelerometer and gyroscope data.
- Create a feature allowing users to tag specific trips as 'Motorcycle' to retroactively dismiss false driving safety alerts.
Real voices
βI am constantly dinged for rapid acceleration and distracted driving. ... This app is not calibrated for bikes.β
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