The short answer: Do not capitalize spring, summer, autumn (fall), or winter in standard writing.
However, there are a few specific exceptions. This guide explains the basic rule and when to break it. In nearly all everyday sentences, seasons are common nouns, not proper nouns. Therefore, they are lowercase.