We say:
絵を描く and it's read in two ways, えをかく and えをえがく but I would use the first one with 絵を. 描く is more used in the sentence like この絵は (someone)によってえがかれたももです (= This picture is drawn by (someone).) I think in Japanese, we don't distinguish "to draw" and "to paint" very much though I'm not very sure.
I hope this was helpful.