Cross-Domain Few-Shot Object Detection

Cross-Domain Few-Shot Object Detection (CD-FSOD) is a sub-task in the field of computer vision aimed at addressing the few-shot object detection problem across different domains. This task seeks to effectively transfer knowledge and adapt models between source and target domains by utilizing a small amount of labeled data, thereby enhancing the generalization and robustness of detection models in new environments. It holds significant application value.