To verify the suitability of the depth camera for the 3D reconstruction of body shape and extraction of parameters, a measurement campaign was carried out comparing the depth camera results with those obtained from manual measurements. For the scope of the campaign, 78 animals underwent single contact and non-contact measurements that specifically focused on four main parameters, body length, heart girth, front height and back height.