I. Introduction  
II. Progresses and Challenges of Deep Learning in Intelligent Manufacturing  
III. Background for Large Scale Foundation Models  
IV. Roadmaps of LSFMs for Intelligent Manufacturing Applications  
V. Cases of Application of LSFMs in Intelligent Manufacturing  
VI. Conclusion