Some drivers have the very best intentions to keep away from operating a car whereas impaired to a degree of becoming a safety risk to themselves and people around them, nonetheless it may be difficult to correlate the quantity and type of a consumed intoxicating substance with its impact on driving talents. Further, in some instances, the intoxicating substance might alter the user's consciousness and stop them from making a rational determination on their very own about whether or not they are match to operate a automobile. This impairment data will be utilized, in combination with driving information, as coaching data for a machine learning (ML) model to train the ML model to predict excessive threat driving primarily based no less than partially upon noticed impairment patterns (e.g., patterns relating to an individual's motor capabilities, comparable to a gait
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In the Case of The Latter
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