A Catholic school teacher and part-time lifeguard was busted for secretly taping female lifeguards changing in a posh Midtown YMCA, sources said.

David Canela, 33, chairman of modern languages at the all-girls St. Jean Baptiste HS, is alleged to have done the dirty deeds at the Vanderbilt YMCA.