Zhuang Yaoming and colleagues propose a diffusion model-based framework for generating underwater detection datasets. This approach requires only a small set of underwater images with corresponding annotations to produce high-quality, diverse underwater images, thereby enhancing object detection performance in real-world underwater scenarios.
- Yaoming Zhuang
- Longyu Ma
- Zhanlin Liu