In this very simple (and somewhat obscure) book from Ezra Jack Keats, the characters are all animals. Sweet and charming, it is about a puppy playing with kittens and thinking he may be a kitten too.
Ezra Jack Keats
3, 4, 5, 6
Viking Books for Young Readers
5 Best Ezra Jack Keats Picture Books