The heavy snowfall came after a Met Office yellow weather warning was put in place, with experts warning there could be travel disruption.
A number of school have closed early as a result, and trains have been cancelled in Leeds.
Snowy scenes have been captured in Roundhay Park, as well as at the office complex at Wellington Place in the city centre, and in suburbs including Burley and Chapel Allerton.
Here are some of the best pictures of today's snow in Leeds -
25. Snowfall in Leeds
The snowfall was lighter at the office complex, off Wellington Road, compared to other parts of the city. | National World Photo: National World
26. Snowfall in Leeds
An already wet ground meant that snow has so far been unable to stick. | National World Photo: National World
27. Snowfall in Leeds
It is expected to continue throughout the day, before turnign to sleet and rain. | National World Photo: National World