The 2024 BIF (Beef Improvement Federation) symposium held in Knoxville, Tennessee, USA 10—13 June included a paper given by American Wagyu Association Director of Research, Education & Programs, Hanna Ostrovski, entitled ‘Carcase Camera Technologies & Prediction of Intramuscular Fat (Marbling) Percentage in American Wagyu’ in which she gives some comparisons of various systems available. Thanks to Hanna and the American Wagyu Association for giving us permission to reproduce it. Please click HERE to view the presentation in PDF format.