The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines

Dima Damen,Hazel Doughty,Maria Farinella Giovanni,Sanja Fidler,Antonino Furnari,Evangelos Kazakos,Davide Moltisanti,Jonathan Munro,Toby Perrett,Will Price,Michael Wray

IEEE Transactions on Pattern Analysis and Machine Intelligence（2021）

引用 200|浏览329

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摘要

Since its introduction in 2018, EPIC-KITCHENS has attracted attention as the largest egocentric video benchmark, offering a unique viewpoint on people’s interaction with objects, their attention, and even intention. In this paper, we detail how this large-scale dataset was captured by 32 participants in their native kitchen environments, and densely annotated with actions and object interactions. ...

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关键词

Annotations,Cameras,Benchmark testing,Task analysis,Streaming media,YouTube,Indexes

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