The poem describes the poet's desire to escape city life and retreat to a quiet island called Innisfree. He imagines building a small cabin there, planting beans and keeping bees. In the peaceful natural setting, he would find inner peace, listening to the sounds of crickets, birds and lake water. The poem expresses themes of finding beauty, harmony and peace in nature through vivid imagery and literary devices like metaphor, alliteration and repetition.