paper-with-me

Kinetics 400

홈페이지 · 논문 712편

The dataset contains 400 human action classes, with at least 400 video clips for each action. Each clip lasts around 10s and is taken from a different YouTube video. The actions are human focussed and cover a broad range of classes including human-object interactions such as playing instruments, as well as human-human interactions such as shaking hands. Source: https://arxiv.org/abs/1705.06950 Image source: https://arxiv.org/abs/1705.06950

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벤치마크

Action Classification on Kinetics-400 결과 207개
Action Recognition In Videos on Kinetics-400 결과 9개
Self-Supervised Action Recognition on Kinetics-400 결과 8개
Skeleton Based Action Recognition on Kinetics-400 결과 8개
Boundary Detection on Kinetics-400 결과 1개
Event Segmentation on Kinetics-400 결과 1개