Vid - 0011-1.mp4 Apr 2026

: Identified as the best compromise, achieving an Intersection over Union (IoU) of 0.85 while running at over 30 frames per second (FPS), making it suitable for live surgical use.

: The researchers created a specialized dataset featuring 4,003 hand-labeled frames from laparoscopic videos, including the "VID-0011-1" sequence, to train and test their models. Model Performance : VID - 0011-1.mp4

The video file is a specific sample from the Gauze Detection and Segmentation dataset used in surgical computer vision research. The primary academic paper associated with this video is: : Identified as the best compromise, achieving an

: Capable of real-time detection but had lower recall (missed some gauze). : Identified as the best compromise