"VibMilk: Nonintrusive milk spoilage detection Via smartphone vibration."
VibMilk "utilizes the ubiquitous vibration motor and inertial measurement unit (IMU) of off-the-shelf smartphones. The method detects spoilage based on the fact that the milk's physical properties change, inducing different vibration responses at various stages of degradation. Using the InceptionTime deep learning model, VibMilk achieves 98.35% accuracy in detecting milk spoilage across 23 different stages, from fresh (pH = 6.6) to fully spoiled (pH = 4.4)."
Alrighty then. Yet another thing I didn't know is possible but is.
VibMilk: Nonintrusive milk spoilage detection Via smartphone vibration
