EPIC-Tent

An outdoor video dataset annotated with action labels, collected from 29 participants wearing two head-mounted cameras (GoPro and SMI eye tracker) while assembling a camping tent. In total, this is over 7 hours of recordings. Tent assembly includes manual interactions with non-rigid objects such as spreading the tent, securing guylines, reading instructions, and opening a tent bag. An interesting aspect of the dataset is that it reflects participants' proficiency in completing or understanding the task. This leads to participant differences in action sequences and action durations. Our dataset also has several new types of annotations for two synchronised egocentric videos. These include task errors, self-rated uncertainty and gaze position, in addition to the task action labels.

本数据集为户外视频数据集，已标注动作标签，采集自29名佩戴两款头戴式设备（GoPro运动相机与SMI眼动仪）的受试者，受试者均在搭建露营帐篷的过程中进行录制。总录制时长超过7小时。帐篷搭建任务包含与非刚性物体的手动交互操作，例如展开帐篷、固定拉绳、阅读搭建说明以及打开帐篷收纳袋等。本数据集的一个特色在于，其能够反映受试者完成或理解该搭建任务的熟练程度，这使得不同受试者在动作序列与动作时长上呈现出个体差异。针对两路同步第一人称视角视频，本数据集额外新增了多类标注项：除任务动作标签外，还包含任务失误、自我评估的不确定性程度以及眼动位置等标注。

搜集汇总

背景与挑战

背景概述

EPIC-Tent是一个户外视频数据集，记录了29名参与者组装露营帐篷的过程，包含超过7小时的视频和多种注释（如动作标签、任务错误等）。数据集独特之处在于反映了参与者熟练程度的差异，导致动作序列和持续时间的多样性。