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