Environment Canada says Windsor-Essex can expect about 2 cm of snow Thursday.
The weather agency says flurries will continue into the afternoon, where they will peter out.
Windsor police have seen several collisions Thursday morning. Officers are reporting over a dozen accidents, since 7 a.m.
Police are asking the public to be extra vigilant while driving in slippery conditions.