A sample of front profile images of 50 cattle, with 50 images per cattle, facilitating research in cattle facial recognition, breed classification, and machine learning algorithms for cattle facial …

Feb 1, 2022 · In this work, a new cattle face identification approach called CattleFaceNet based on the adaptive RetinaFace and Additive Angular Margin Loss is proposed to recognize the …

Oct 1, 2024 · This method achieved accurate cattle face recognition under uncontrolled scenes, aligning better with the deployment environment in cattle farms. Based on the distribution …

Mar 29, 2024 · Abstract: Cattle face recognition holds paramount significance in domains such as animal husbandry and behavioral research. Despite significant progress in confined …

Apr 18, 2022 · Due to the advantages of discriminative and robust feature learning from training data and direct utilization to the unseen testing data, it is logical to apply the Re-identification …

Abstract: Individual identification is the foundation for achieving digital management of cattle. In order to achieve non-contact and high-precision individual identification, a dairy cow face …

In this study, a cattle face recognition was proposed using FaceNet, called VanillaFaceNet. Firstly, the backbone feature extraction network of FaceNet was replaced with the latest simplified …

Apr 1, 2022 · A novel lightweight deep learning CNN model is proposed for cattle face recognition. Method for automatically processing datasets is proposed. Our proposed model achieves …

Feb 1, 2022 · Example of annotation (green) for cattle face and details of a labeled cattle face. The proposed framework for the individual cattle face recognition. Cattle face detection results …

Jul 20, 2023 · This article introduces an artificial intelligence (AI)-enabled system to rectify these issues by leveraging deep learning facial recognition for cattle reidentification. It utilizes an …