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Datasets/JHMDB

JHMDB

Joint-annotated Human Motion Data Base

VideosUnknownIntroduced 2013-01-01

JHMDB is an action recognition dataset that consists of 960 video sequences belonging to 21 actions. It is a subset of the larger HMDB51 dataset collected from digitized movies and YouTube videos. The dataset contains video and annotation for puppet flow per frame (approximated optimal flow on the person), puppet mask per frame, joint positions per frame, action label per clip and meta label per clip (camera motion, visible body parts, camera viewpoint, number of people, video quality).

Source: Unsupervised Deep Metric Learning via Orthogonality based Probabilistic Loss Image Source: https://arxiv.org/pdf/1712.06316.pdf

Benchmarks

Open Vocabulary Action Detection/val mAP

Related Benchmarks

JHMDB (2D poses only)/2D Human Pose Estimation/PCKJHMDB (2D poses only)/3D Action Recognition/AccuracyJHMDB (2D poses only)/3D Action Recognition/Average accuracy of 3 splitsJHMDB (2D poses only)/3D Action Recognition/No. parametersJHMDB (2D poses only)/Action Detection/AccuracyJHMDB (2D poses only)/Action Detection/Average accuracy of 3 splitsJHMDB (2D poses only)/Action Detection/No. parametersJHMDB (2D poses only)/Action Localization/AccuracyJHMDB (2D poses only)/Action Localization/Average accuracy of 3 splitsJHMDB (2D poses only)/Action Localization/No. parametersJHMDB (2D poses only)/Action Recognition/AccuracyJHMDB (2D poses only)/Action Recognition/Average accuracy of 3 splitsJHMDB (2D poses only)/Action Recognition/No. parametersJHMDB (2D poses only)/Activity Recognition/AccuracyJHMDB (2D poses only)/Activity Recognition/Average accuracy of 3 splitsJHMDB (2D poses only)/Activity Recognition/No. parametersJHMDB (2D poses only)/Temporal Action Localization/AccuracyJHMDB (2D poses only)/Temporal Action Localization/Average accuracy of 3 splitsJHMDB (2D poses only)/Temporal Action Localization/No. parametersJHMDB (2D poses only)/Video/AccuracyJHMDB (2D poses only)/Video/Average accuracy of 3 splitsJHMDB (2D poses only)/Video/No. parametersJHMDB (2D poses only)/Zero-Shot Learning/AccuracyJHMDB (2D poses only)/Zero-Shot Learning/Average accuracy of 3 splitsJHMDB (2D poses only)/Zero-Shot Learning/No. parametersJHMDB Pose Tracking/3D Action Recognition/PCK@0.1JHMDB Pose Tracking/3D Action Recognition/PCK@0.2JHMDB Pose Tracking/3D Action Recognition/PCK@0.3JHMDB Pose Tracking/3D Action Recognition/PCK@0.4JHMDB Pose Tracking/3D Action Recognition/PCK@0.5JHMDB Pose Tracking/Action Detection/PCK@0.1JHMDB Pose Tracking/Action Detection/PCK@0.2JHMDB Pose Tracking/Action Detection/PCK@0.3JHMDB Pose Tracking/Action Detection/PCK@0.4JHMDB Pose Tracking/Action Detection/PCK@0.5JHMDB Pose Tracking/Action Localization/PCK@0.1JHMDB Pose Tracking/Action Localization/PCK@0.2JHMDB Pose Tracking/Action Localization/PCK@0.3JHMDB Pose Tracking/Action Localization/PCK@0.4JHMDB Pose Tracking/Action Localization/PCK@0.5JHMDB Pose Tracking/Action Recognition/PCK@0.1JHMDB Pose Tracking/Action Recognition/PCK@0.2JHMDB Pose Tracking/Action Recognition/PCK@0.3JHMDB Pose Tracking/Action Recognition/PCK@0.4JHMDB Pose Tracking/Action Recognition/PCK@0.5JHMDB Pose Tracking/Activity Recognition/PCK@0.1JHMDB Pose Tracking/Activity Recognition/PCK@0.2JHMDB Pose Tracking/Activity Recognition/PCK@0.3JHMDB Pose Tracking/Activity Recognition/PCK@0.4JHMDB Pose Tracking/Activity Recognition/PCK@0.5JHMDB Pose Tracking/Temporal Action Localization/PCK@0.1JHMDB Pose Tracking/Temporal Action Localization/PCK@0.2JHMDB Pose Tracking/Temporal Action Localization/PCK@0.3JHMDB Pose Tracking/Temporal Action Localization/PCK@0.4JHMDB Pose Tracking/Temporal Action Localization/PCK@0.5JHMDB Pose Tracking/Video/PCK@0.1JHMDB Pose Tracking/Video/PCK@0.2JHMDB Pose Tracking/Video/PCK@0.3JHMDB Pose Tracking/Video/PCK@0.4JHMDB Pose Tracking/Video/PCK@0.5JHMDB Pose Tracking/Zero-Shot Learning/PCK@0.1JHMDB Pose Tracking/Zero-Shot Learning/PCK@0.2JHMDB Pose Tracking/Zero-Shot Learning/PCK@0.3JHMDB Pose Tracking/Zero-Shot Learning/PCK@0.4JHMDB Pose Tracking/Zero-Shot Learning/PCK@0.5

Statistics

Papers
249
Benchmarks
1

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Tasks

2D Human Pose EstimationAction DetectionOpen Vocabulary Action DetectionPose EstimationReferring Expression SegmentationSkeleton Based Action Recognition