Can 3D point cloud data improve automated body condition score prediction in dairy cattle?

Zhou Tang, Jin Wang, Angelo De Castro, Yuxi Zhang, Victoria Bastos Primo, Ana Beatriz Montevecchio Bernardino, Gota Morota, Xu Wang, Ricardo C Chebel, Haipeng Yu

arXiv

Evaluating transfer learning strategies for improving dairy cattle body weight prediction in small farms using depth-image and point-cloud data

Jin Wang, Angelo De Castro, Yuxi Zhang, Lucas Basolli Borsatto, Yuechen Guo, Victoria Bastos Primo, Ana Beatriz Montevecchio Bernardino, Gota Morota, Ricardo C Chebel, Haipeng Yu

arXiv

Impact of cross-validation designs on cattle behavior prediction using machine learning and deep learning models with tri-axial accelerometer data

Jin Wang, Ziwen Yu, Ricardo C. Chebel, Haipeng Yu

Smart Agricultural Technology, 2025

AnimalMotionViz: an interactive software tool for tracking and visualizing animal motion patterns using computer vision

Angelo L De Castro, Jin Wang, Jessica G Bonnie-King, Gota Morota, Emily K Miller-Cushon, Haipeng Yu

bioRxiv, 2024

Effects of space allowance on patterns of activity in group-housed dairy calves

MB Ugarte Marin, KN Gingerich, J Wang, H Yu, EKUntitled Miller-Cushon

JDS Communications, 2024

ShinyAnimalCV: open-source cloud-based web application for object detection, segmentation, and three-dimensional visualization of animals using computer vision

Jin Wang, Yu Hu, Lirong Xiang, Gota Morota, Samantha A Brooks, Carissa L Wickens, Emily K Miller-Cushon, Haipeng Yu

Journal of Animal Science, vol. 102, 2024, pp. skad416

Depth video data-enabled predictions of longitudinal dairy cow body weight using thresholding and Mask R-CNN algorithms

Ye Bi, Leticia M Campos, Jin Wang, Haipeng Yu, Mark D Hanigan, Gota Morota

Smart Agricultural Technology, vol. 6, 2023, p. 100352