Large-scale weakly-supervised pre-training for video action recognition

Matt Feiszli
Matt Feiszli
Xueting Yan
Xueting Yan

arXiv: Computer Vision and Pattern Recognition, 2019.

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Abstract:

Current fully-supervised video datasets consist of only a few hundred thousand videos and fewer than a thousand domain-specific labels. This hinders the progress towards advanced video architectures. This paper presents an in-depth study of using large volumes of web videos for pre-training video models for the task of action recognition....More

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