NurViD

该数据集名为NurViD，是一个包含专家级别注释的大型视频数据集，旨在理解护理程序活动。该数据集包含超过1.5千个视频，总时长达到144小时，涵盖了51项不同的护理程序和177个动作步骤。数据集不仅包含了剪辑过的视频实例（5,608个实例，总计50小时），还包含了未剪辑的视频实例，并采用了一种为准确动作表现而开发的标准化标注方案。其规模达到1,538个视频（总计144小时），适用于程序识别、动作识别和动作检测等任务。

The dataset named NurViD is a large-scale video dataset with expert-level annotations, developed for understanding nursing procedural activities. It encompasses over 1,500 videos with a total duration of 144 hours, covering 51 distinct nursing procedures and 177 action steps. The dataset includes not only trimmed video instances (5,608 instances, totaling 50 hours) but also untrimmed video instances, and adopts a standardized annotation scheme developed for accurate action representation. With a total of 1,538 videos (totaling 144 hours), it is suitable for tasks such as procedure recognition, action recognition, and action detection.

搜集汇总

背景与挑战

背景概述

NurViD是一个大型视频数据集，专注于护理程序活动理解，包含超过1.5千个视频（总计144小时）和51项护理程序，提供剪辑和未剪辑视频实例，并采用标准化标注方案，适用于程序识别、动作识别和动作检测等任务。