Segmentation Guided Scoring of Pathological Lesions in Swine Through CNNs

The slaughterhouse is widely recognised as a useful checkpoint for assessing the health status of livestock. At the moment, this is implemented through the application of scoring systems by human experts. The automation of this process would be extremely helpful for veterinarians to enable a systematic examination of all slaughtered livestock, positively influencing herd management. However, such systems are not yet available, mainly because of a critical lack of annotated data.