The names of seasons (e.g., ‘spring’) are treated as common nouns in English and therefore not capitalised. People often assume they are proper nouns, but this is an error.
The names of days and months, however, are capitalised since they’re treated as proper nouns in English (e.g., ‘Wednesday’, ‘January’).