Fig. 1From: Real-time estimation of the remaining surgery duration for cataract surgery using deep convolutional neural networks and long short-term memoryDuration histogram for each surgeon. The duration statistic of all three surgeons. All the videos are pre-processed with the TCN model. We set the interval of 100Â s for demonstration and all the videos are decoded as 1 frame per second (FPS)Back to article page