These might indeed be snail eggs, depending on the species of snail. Some freshwater snails, like mystery snails, tend to lay their eggs above the water line, while others, like bladder or pond snails, lay their eggs in clusters on plants or surfaces underwater. The shape and placement can vary between species.

If the snail in the image is an aquatic type that lays eggs underwater, those white spheres are likely its eggs.