Software System for Road Condition Forecast Correction

Smolyakov, Dmitrii, Burnaev, Evgeny

arXiv.org Machine Learning 

Some of them depend on human behavior; others depend on infrastructure conditions. For example, in many regions of the Russian Federation, spring and autumn temperatures can fluctuate near 0 C, which in combination with rains and high humidity could lead to ice formation on the roads. Detection of these conditions is essential for road safety. Online monitoring allows preventing road accidents by early maintenance; for example, we can use video monitoring of roads' conditions. Machine learning techniques enable detecting ice formation automatically.

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