Walker was flying a Yak-52, which was originally designed as a Soviet warplane and now is popular at airshows.
It wasn't immediately clear what caused the crash. The Federal Aviation Administration and National Transportation Safety Board are investigating.
The Wings Over Flagler Fly-In continued Sunday with fly-overs but no aerobatics.