Body condition estimation on cows from depth images using Convolutional Neural Networks

Juan Rodríguez Alvarez,Mauricio Arroqui,Pablo Mangudo,Juan Toloza, Daniel Jatip,Juan M. Rodríguez,Alfredo Teyseyre,Carlos Sanz,Alejandro Zunino,Claudio Machado,Cristian Mateos

Computers and Electronics in Agriculture（2018）

引用 67|浏览56

暂无评分

摘要

•A novel system to estimate body condition score (BCS) in cows is presented.•The system operates on cow images using convolutional neural networks.•Overall accuracy within 0.25 units (BCS standard scale) is 78%.•Overall accuracy within 0.50 units (BCS standard scale) is 94%.

查看译文

关键词

Precision livestock,Body condition score,Image analysis,Convolutional Neural Networks

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要