A light-emitting diode package (LED package) includes a LED and a carrier. The LED includes a substrate, a semiconductor layer, a first electrode and a second electrode. The semiconductor layer is located on a surface of the substrate and has a rough surface. The semiconductor layer includes a first-type doped semiconductor layer, a second-type doped semiconductor layer and a light-emitting layer disposed between the two doped semiconductor layers. The first electrode and the second electrode are disposed on and electrically coupled the first-type doped semiconductor layer and the second-type doped semiconductor layer, respectively. The carrier has a rough carrying surface and includes a first contact pad and a second contact pad disposed on the rough carrying surface. The first electrode and the second electrode of the LED face the carrier and are electrically coupled to the first contact pad and a second contact pad, respectively.