Timestamped multi-sensor imaging data recorded from the rear of a moving vehicle platform at Alvie Estates, Kincraig, Kingussie, Inverness-shire and at The University of Birmingham (UoB), Birmingham, Edgbaston, UK. The sensors comprise of: - Scanned high resolution FMCW radar (Polarad)—[Alvie, UoB] - ZED stereo camera—[Alvie, UoB] - Spatial FOG combined GNSS and IMU—[Alvie] - Velodyne Puck VLP-16 lidar—[Alvie, UoB] Data sets comprise of both on and off-road imagery. Off road imagery collected at Alvie Estates includes examples of trackways, forestry, water filled/covered regions, gulleys and vehicles. On road imagery collected at UoB includes a selection of common road scene actors.