He especially painted navy scenes, and was a pupil of Girodet-Trioson. Gudin was one of the first Peintres de la Marine, at the court of Louis-Philippe and Napoleon III.
Gudin died at Boulogne-sur-Seine in 1880. His daughter Henriette Gudin also became a marine painter.