Provided is a pharmaceutical composition used for reducing localised fat, said pharmaceutical composition including a plurality of drug-containing micelles formed by a surfactant, and curcumin coated within the drug-containing micelles. The pharmaceutical composition used for reducing localised fat reduces fat at the site of administration, and has advantages such as high stability, high fat tissue bioavailability, low side effects, and sustained release.