1 INTRODUCTION

2 RELATED REVIEWS

2.1 Reviews on Few-Shot Learning (FSL)

2.2 Reviews on Generic Object Detection (GOD)

2.3 Reviews on Few-Shot Object Detection

3 PRELIMINARIES

3.1 Few-Shot Learning (FSL)

3.2 Generic Object Detection (GOD)

4 OVERVIEW OF FEW-SHOT OBJECT DETECTION

5 RECENT ADVANCES IN FEW-SHOT OBJECT DETECTION

6 PERFORMANCE ANALYSIS AND COMPARISON

7 TECHNICAL CHALLENGES

8 FUTURE DIRECTIONS

9 CONCLUSION