Brief Research ReportPublished 9 October 2026Validation of a computer-vision milking parlour monitoring systemFernando J. Guardado Servellón · David L. Renaud · Nolan Davies · Madyson Dailey · Kelsey L. Spence · Trevor J. DeVries · Rita Couto SerrenhoFrontiers in Animal Sciencedoi 10.3389/fanim.2026.1959684