Acute means "small". In geometry it can be used to refer to
The opposite of acute is obtuse.
In medical terminology, it refers to something (usually an ailment) being localized and/or temporary. (A torn ligament in the knee would cause acute knee pain, while arthritis in the knee will probably cause chronic knee pain.)