Although not about at this time of year, this is a classic and so I thought it should be included - Fly agaric. It regularly features in story book illustrations yet I'm not sure how many people really see a lot of these (apart from us fortunate enough to spend a lot of time in woodlands). They really are splendid to look at. Red does mean danger in this case however.