How can I discreetly leave a restaurant without being noticed by people I know?

Once time I was dining with a male friend on the outskirts of town to avoid people I know seeing me. When I saw a family from church walked in, I was worried of being seen. I walked out through the kitchen door after dinner.

How can I discreetly leave a restaurant without being noticed by people I know?
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