paper-with-me

Kinetics-600

홈페이지 · 논문 148편

The Kinetics-600 is a large-scale action recognition dataset which consists of around 480K videos from 600 action categories. The 480K videos are divided into 390K, 30K, 60K for training, validation and test sets, respectively. Each video in the dataset is a 10-second clip of action moment annotated from raw YouTube video. It is an extensions of the Kinetics-400 dataset. Source: Learning to Localize Actions from Moments Image Source: https://towardsdatascience.com/downloading-the-kinetics-dataset-for-human-action-recognition-in-deep-learning-500c3d50f776

Videos

벤치마크

Action Classification on Kinetics-600 결과 65개
Video Prediction on Kinetics-600 12 frames, 64x64 결과 32개
Self-Supervised Action Recognition on Kinetics-600 결과 10개
Video Generation on Kinetics-600 12 frames, 64x64 결과 8개
Action Recognition In Videos on Kinetics-600 결과 3개
Video Generation on Kinetics-600 12 frames, 128x128 결과 2개
Video Generation on Kinetics-600 48 frames, 64x64 결과 2개