Avoid the Baby Metroid with no items at all. Jump over it many times in order to clear a path through the seaweed. With a counter clockwise setup, stand as close to the transition as possible while allowing the Baby to circle Samus. Then jump towards the transition and touch it with a walljump check. A clockwise setup is more difficult to clear the seaweed, but can jump directly into the transition.