The library should have picture books, but the number is small and the series is incomplete. It is best to find a regular picture book to borrow from the library. Every city should have it.
Kunshan has an English picture book library, Zhengzhou has a picture book taxi, and Suzhou has an Anne Flower picture book library.
I hope I can help you.