Prediction of chemical intramuscular fat and visual marbling scores with a conveyor vision scanner system on beef portion steaks

• Published in: Meat science Vol. 199; p. 109141
• Main Authors: Pannier, L., van de Weijer, T.M., van der Steen, F.T.H.J., Kranenbarg, R., Gardner, G.E.
• Format: Journal Article
• Language: English
• Published: England Elsevier Ltd 01.05.2023
• Subjects: Animals; Australia; Beef; Cattle; Intramuscular fat; Meat; Muscle, Skeletal; Red Meat; Vision scanner; Visual marbling; Australia; Vision scanner; Beef; Visual marbling; Intramuscular fat
• ISSN: 0309-1740; 1873-4138
• DOI: 10.1016/j.meatsci.2023.109141

This study describes the performance of a Marel conveyer vision scanner, across beef carcases (n = 102) from a wide visual marbling score range, in its ability to predict chemical intramuscular fat (IMF%), Meat Standards Australia (MSA) and AUS-MEAT marbling scores of portion steaks. Vision scanner marbling scores were acquired on fresh-cut steaks, with its predictions tested using a leave-one-out cross validation method, which demonstrated precise and accurate predictions of IMF% (R2 = 0.87; RMSEP = 1.16; slope = 0.09; bias = 0.22), MSA (R2 = 0.82; RMSEP = 70.11; slope = 0.09; bias = 17.08) and AUS-MEAT marbling (R2 = 0.79; RMSEP = 0.75; slope = 0.16; bias = 0.08). Care must be taken when calibrating devices on non-fresh-cut steak, as fresh-cut steaks produced different vision scanner marbling values suggesting different prediction equations are warranted. The Marel vision scanner prediction of visual grader scores was relatively less precise and accurate than its prediction of IMF%, however in this case it may have been due to error in the grader scores. •The conveyor vision scanner predicts chemical IMF% with good precision and accuracy.•The conveyor vision scanner predicts visual marbling scores with good precision and accuracy.•Inclusion of high marbling scores reduced the predictability of the validation tests.•The grading steak produced different prediction outcomes than freshly cut steaks.