Non-breeding plumage can be confusing with birds, most especially with warblers. If you can ID fall and winter warblers, I'd term you an expert birder.
Learn the Fall and Winter Colors of These Common Bird Species - After breeding season ends, some birds adopt a new, unique look. Here's how to remember them.
Pic is a male Mallard in eclipse plumage