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Action Detection
Action Detection aims to find both where and when an action occurs within a video clip and classify what the action is taking place. Typically results are given in the form of action tublets, which are action bounding boxes linked across time in the video. This is related to temporal localization, which seeks to identify the start and end frame of an action, and action recognition, which seeks only to classify which action is taking place and typically assumes a trimmed video.
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62개NTU RGB+DNTU RGB+D 120Kinetics-Skeleton datasetN-UCLAAVA-ActiveSpeakerUCF101-24J-HMDBCharadesTHUMOS'14J-HMDBTVSeriesSBU / SBU-RefineSYSU 3DUAV-HumanCAD-120Multi-THUMOSFlorence 3DSHREC 2017 track on 3D Hand Gesture RecognitionUCF SportsUT-KinectVarying-view RGB-D Action-SkeletonJHMDB (2D poses only)First-Person Hand Action BenchmarkGaming 3D (G3D)H2O (2 Hands and Objects)MSR Action3DPKU-MMDRHMTHUMOS' 14JHMDB Pose Tracking