The foremost work in this context is CLIP-reID, showcasing outstanding experimental performance on vehicle datasets through the integration of learnable prompts. However, the process of acquiring ...

To address this, this paper proposes a multi-level foreground prompt incremental learning algorithm for single-stage detectors like YOLO, including foreground prompts at the image level, feature map ...