EPIC-KITCHENS-55 厨房短视频数据集

EPIC-KITCHENS-55 是一个有关于厨房内活动短视频的数据集。该数据集包括在厨房开展与烹饪、食物准备或洗碗等有关的活动视频，且视频没有指导脚本。数据集包含 32 名参与者在厨房里以 60fps 的速度录制的 432 个第一视角的视频（配有头部摄像头）。

EPIC-KITCHENS-55 is a dataset of short videos capturing indoor kitchen activities. This dataset includes videos of tasks conducted in kitchens such as cooking, food preparation, dishwashing and other related kitchen activities, with no accompanying guiding scripts. It comprises 432 first-person perspective videos recorded at 60fps using head-mounted cameras from 32 participants in kitchen environments.

搜集汇总

背景与挑战

背景概述

EPIC-KITCHENS-55 是一个专注于厨房活动的短视频数据集，包含32名参与者以第一视角录制的432个无脚本视频，帧率为60fps。视频被分割为动作片段并标注了动词和名词类别，数据集分为训练集和两个测试集用于动作识别任务。