The art style of Yoshi's Island is said to be a result of Shigeru Miyamoto rebelling against Nintendo's internal evaluation committee. The committee wanted the game to feature pre-rendered visuals like Donkey Kong Country, but Miyamoto disagreed. Instead, Miyamoto reworked the original art assets so they looked as if they'd been drawn with crayons.
Contributed by DidYouKnowGaming