best model pth files from the study: "Impact evaluation of score classes and annotation regions in deep learning-based dairy cow body condition prediction"

Body condition scoring is a simple method to estimate the energy supply of dairy cattle. We investigated how computer vision-based supervised deep learning, specifically neural networks, can automate body condition scoring. To execute this, we have used video recordings of the rumps of a large number of animals. We have trained and tested various convolutional neural networks with this collected data. The weights of our trained CNNs are freely available, supporting similar works.