The giant balloon was spotted in a grassy area behind 1600 Pennsylvania Avenue, quickly drawing the attention of crowds who flocked to the scene to take photos.
A statue similar to this puffy poultry was created last year in China to celebrate the year of the rooster.
VIDEO: Nude Donald Trump statue raises eyebrows in San Francisco
Nude Donald Trump statue raises eyebrows in SF
Officials said the president is not at the White House because he is on vacation in New Jersey.
It was not immediately known who was behind the stunt.
Click here for more stories about President Trump.