How do you avoid adjectives and adverbs when writing description?

I understand adverbs are often the easy way out and can generally be substituted with stronger verbs eliminating their need. But adjectives? I am reading Stephen King's On Writing and he lists that both adjectives and adverbs should be avoided. How on earth do you avoid adjectives?