The invention relates to a ball picker, in particular to a quick golf ball picker which is easy for people to take out golf balls without leaving mud on hands. The quick golf ball picker comprises a cylindrical sleeve, stoppers, a connecting shaft, a connecting ring, a torsion spring, a first rotating rod, a second rotating rod, a first pushing block, a second pushing block, a pushing rod, retaining plates and the like. A rectangular opening is formed in the upper end of the cylindrical sleeve and penetrates through the whole cylindrical sleeve, the stoppers are installed on the right side and the left side of the inner upper end of the rectangular opening by means of welding, and one end of each stopper is welded onto the inner wall of the cylindrical sleeve. The quick golf ball picker is easy for people to take out golf balls without leaving mud on hands, and adopts the cylindrical sleeve, supporting rods, supporting blocks, supporting plates and the retaining plates to enter golf holes so as to pick up balls.