We present the first measurement of a local fast-ion 2D velocity distribution function f (v , v ⊥ ). To this end, we heated a plasma in ASDEX Upgrade by neutral beam injection and measured spectra of fast-ion D α (FIDA) light from the plasma centre in three views simultaneously. The measured spectra agree very well with synthetic spectra calculated from a TRANSP/NUBEAM simulation. Based on the measured FIDA spectra alone, we infer f (v , v ⊥ ) by tomographic inversion. Salient features of our measurement of f (v , v ⊥ ) agree reasonably well with the simulation: the measured as well as the simulated f (v , v ⊥ ) are lopsided towards negative velocities parallel to the magnetic field, and they have similar shapes. Further, the peaks in the simulation of f (v , v ⊥ ) at full and half injection energies of the neutral beam also appear in the measurement at similar velocity-space locations. We expect that we can measure spectra in up to seven views simultaneously in the next ASDEX Upgrade campaign which would further improve measurements of f (v , v ⊥ ) by tomographic inversion.