The transformation of manufacturing enterprises into smart factories is an inevitable path for their future development. With the rise of emerging technologies such as the Internet of Things, collaborative robots, and machine vision, these innovations provide robust technical support for manufacturing enterprises during their transition to smart factories. Additionally, with strong backing from both national and local governments, an increasing number of manufacturing enterprises are embarking on the journey toward smart factory transformation.