Will different observers in different reference frames see the same acceleration?

So, let’s say i throw a ball in a certain direction while I’m on the ground.

Let’s also say we have idk a train with a person on the roof thats moving towards the ball.

We obviously won’t see the ball going at the same velocity. However, will we see the ball undergoing the same acceleration? Would anything change if I start accelerating towards the ball?