How do I maintain the garden during Fall/Winter?

We just moved into a new home. The previous owners created beautiful gardens in the front and back of the house. There are a lot of plants I don't recognize. I'm not a "gardener", although I love gardens. I'm not sure how to maintain the garden, during the transition of the season, and during the Fall/Winter season so it will look great coming up in the Spring/Summer.

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