Tool Detection and Operative Skill Assessment in Surgical Videos Using Region-Based Convolutional Neural Networks

2 code implementations • 24 Feb 2018 • Amy Jin, Serena Yeung, Jeffrey Jopling, Jonathan Krause, Dan Azagury, Arnold Milstein, Li Fei-Fei

We show that our method both effectively detects the spatial bounds of tools as well as significantly outperforms existing methods on tool presence detection.