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 -
A number of school have closed early as a result, and trains have been cancelled in Leeds.