My apps look ugly as sin. How do I improve my design skill?

I've been working on apps where packaged themes don't quite cut it due to UI requirements. I've never had technical trouble implementing ideas, but my layouts, colors, and general UI leave a lot to be desired. How do I improve my design know-how?