Elliot walks us through the final prototype
IoT/Machine learning headphones.
BACKGROUND TO THE INVENTION

This research outcome relates, in general, to a music system and is particularly, but not exclusively, applicable to a system and methodology for creating personal music playlists to transition or maintain the user's physical and/or mental, mood and/or state of wellbeing. The songs are categorised based on their effect on user's mood and this processes is more accurate our time using a machine learning algorithm .In further aspect of the invention said system uses  pair of accelerometers to map the user’s head position and cause a warning signal to be generated if their head position (or posture) falls outside  predetermined parameters to improve user’s posture.  

Summary of the Prior Art, summary of the Invention & Claims are Available on request for academic pursuits. Email me directly.
summary of the Invention
Available on request for academic pursuits. Email me directly.
Claims ON Pace Keeper functionality
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Claims & machine learning algorithm
Available on request for academic pursuits. Email me directly for Gits
Claims on Noise adaption
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