All the halogens are coloured. The colours arise due to

Halogens are coloured because the electron gets excited by absorbing visible region of light. Reflected light thus impart the complimentary colour to the molecule.

On moving from fluorine to iodine, the atomic radii increases, so the energy levels becomes closer and the low energy light is absorbed and colour deepens on moving down the group