Few-Shot Video Object Detection

Few-Shot Video Object Detection (FSVOD) is a crucial task in the field of computer vision, aiming to detect all objects of the same category in unseen query videos using a small number of support images containing target objects. This task enhances the model's generalization capability on new categories by reducing the reliance on large amounts of annotated data, making it particularly valuable in applications such as video surveillance and intelligent analysis.