Omni-sourced Webly-supervised Learning for Video Recognition

european conference on computer vision, pp. 670-688, 2020.

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Abstract:

We introduce OmniSource, a novel framework for leveraging web data to train video recognition models. OmniSource overcomes the barriers between data formats, such as images, short videos, and long untrimmed videos for webly-supervised learning. First, data samples with multiple formats, curated by task-specific data collection and automat...More

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