Ego4D: Around the World in 3,000 Hours of Egocentric Video

Grauman, Kristen; Westbury, Andrew; H. Byrne, Eugene; Chavis, Zachary; Furnari, Antonino; Girdhar, Rohit; Hamburger, Jackson; Jiang, Hao; Liu, Miao; Liu, Xingyu; Martin, Miguel; Nagarajan, Tushar; Radosavovic, Ilija; Kumar Ramakrishnan, Santhosh; Ryan, Fiona; Sharma, Jayant; Wray, Michael; Xu, Mengmeng; Xu, Zhongcong; Zhao, Chen; Bansal, Siddhant; Batra, Dhruv; Cartillier, Vincent; Crane, Sean; Do, Tien; Doulaty, Morrie; Erapalli, Akshay; Feichtenhofer, Christoph; Fragomeni, Adriano; Fu, Qichen; Gebreselasie, Abrham; González, Cristina; Hillis, James; Huang, Xuhua; Huang, Yifei; Jia, Wenqi; Khoo, Weslie; Kolar, Jachym; Kottur, Satwik; Kumar, Anurag; Landini, Federico; Li, Chao; Li, Yanghao; Li, Zhenqiang; Mangalam, Karttikeya; Modhugu, Raghava; Munro, Jonathan; Murrell, Tullie; Nishiyasu, Takumi; Price, Will; Ruiz Puentes, Paola; Ramazanova, Merey; Sarı, Leda; Somasundaram, Kiran; Southerland, Audrey; Sugano, Yusuke; Tao, Ruijie; Thanh Vo, Minh; Wang, Yuchen; Wu, Xindi; Yagi, Takuma; Zhao, Ziwei; Zhu, Yunyi; Arbeláez, Pablo; Crandall, David; Damen, Dima; Maria Farinella, Giovanni; Fuegen, Christian; Ghanem, Bernard; Krishna Ithapu, Vamsi; V. Jawahar, C.; Joo, Hanbyul; Kitani, Kris; Li, Haizhou; Newcombe, Richard; Oliva, Aude; Soo Park, Hyun; M. Rehg, James; Sato, Yoichi; Shi, Jianbo; Zheng Shou, Mike; Torralba, Antonio; Torresani, Lorenzo; Yan, Mingfei; Malik, Jitendra

doi:10.1109/cvpr52688.2022.01842

Public

Ego4D: Around the World in 3,000 Hours of Egocentric Video

Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) • Jun 1, 2022

Authors:

Kristen Grauman

Andrew Westbury

Eugene H. Byrne

Abstract

We introduce Ego4D, a massive-scale egocentric video dataset and benchmark suite. It offers 3,670 hours of dailylife activity video spanning hundreds of scenarios (household, outdoor, workplace, leisure, etc.) captured by 931 unique camera wearers from 74 worldwide locations and 9 different countrie...

Subject

Suite

Computer science

Benchmark (surveying)

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