Real-time detection of colon polyps during colonoscopy using YOLOv7

Deep learning has made brilliant achievements in detecting colonic polyps in colonoscopy videos in recent years. However, the detection of colonic polyps in colonoscopy videos is problematic because of the complex environment of the colon and the various shapes of polyps. This paper aimed to investigate the polyp detection potential of the state-of-the-art deep learning model You Only Look Once version 7.