Deep Learning for Pig Size Detection in Smart Farm Imaging

This paper presented the deep learning for pig size detection in farm imaging. The livestock industry in Taiwan is currently grappling with a critical shortage of manpower, necessitating prompt technological advancements. Compounded by the challenges of rural youth outmigration and declining birth rates, the industry faces a significant labor gap, resulting in reduced productivity. To address this issue, this study proposes the implementation of deep learning techniques in camera systems to enable real-time detection of pig sizes. By accurately assessing the condition of each pig, this innovative approach helps bridge the manpower shortage and enhances operational efficiency in the livestock sector, ultimately contributing to its sustainable growth.