Enhancing object detection robustness: A synthetic and natural perturbation approach

Nilantha Premakumara, Brian Jalaian, Niranjan Suri +1

Robustness against real-world distribution shifts is crucial for the successful deployment of object detection models in practical applications. In this paper, we address the probl…