Rethinking Surgical Instrument Segmentation: A Background Image Can Be All You Need

An Wang, Mobarakol Islam, Mengya Xu +1

Data diversity and volume are crucial to the success of training deep learning models, while in the medical imaging field, the difficulty and cost of data collection and annotation…