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 -
7. Snowfall in Leeds
The weather warning means that there is a chance that power cuts could occur and mobile phone coverage could be affected. | National World Photo: National World
8. Snowfall in Leeds
The warning also means there is a chance of travel delays on roads, with some stranded vehicles and passengers, along with delayed or cancelled rail and air travel. | National World Photo: National World
9. Snowfall in Leeds
A number of Leeds schools have closed early and are sending students home as a result of the weather. | National World Photo: National World
10. Snowfall in Leeds
You can find live updates on the weather and disruption in Leeds on the Yorkshire Evening Post's live blog. | National World Photo: National World
11. Snowfall in Leeds
Walkers were noticeably absent from Roundhay Park, which is typically busy with families. | National World Photo: National World
12. Snowfall in Leeds
A blanket of snow covered Roundhay Park. | National World Photo: National World