Run the performance profiler.
Don't create anything until you absolutely need it
Don't set creationPolicy="all"
Use ViewStacks and/or States
Recycle large objects
Make sure the resolution of your images match what you are going to display
Use the right base classes.
Don't use containers in item renderers