Lingjuan Lyu*

A Simple Background Augmentation Method for Object Detection with Diffusion Model

"In computer vision, it is well-known that a lack of data diversity will impair model performance. In this study, we address the challenges of enhancing the dataset diversity problem in order to benefit various downstream tasks such as object detection and instance segmentation. We propose a simple…