Android : Andoird ImageView- shall I reduce Image Size

In the android app that I am building, the users can upload their profile pictures. These picture would then go into a "grid view". In my case the column width of grid view is lesser than the image size.

So in order to make it fit, would I have to reduce the image size at the backend server before uploading it into the app.