The 2048*2048 limit is for GN. GN is a xhdpi device and perhaps you put the image in the wrong density bucket. I moved a 720*1280 image from drawable to drawable-xhdpi and it worked.
Thanks for the answer by Romain Guy. Here's the link of his answer.