Almost everybody knows that Sakura (Cherry) blooms in Spring, but there are also some which also blooms in Autumn.
These are Jyugatsu-zakura, which means October Sakura. You can see them at the East Gardens of the Imperial Palace and Hibiya Street. The flowers are tiny, but still pretty.