1. Introduction

2. Preliminaries

3. HEP Jet Image Representation

4. Available AI Models for HEP Jet Images

5. HEP Jet Image Classification

6. Applications of AI-Based Jet Image

7. Future Direction and Outlook

8. Conclusion