Weight prediction method for individual live chickens based on single-view point cloud information

Haikun Zheng, Chuang Ma, Dong Liu, Junduan Huang, Ruitian Chen, Cheng Fang, Jikang Yang, Daniel Berckmans, Tomas Norton, Tiemin Zhang

Abstract: Highlights•Integration of point cloud and deep learning models advances live chicken weight prediction methods.•Explores challenges in utilizing point cloud data, offering insights and strategies for improvement.•A novel method leveraging single-view point cloud data achieves accurate live chicken weight prediction.