TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Datasets/N-UCLA

N-UCLA

Northwestern-UCLA Multiview Action 3D Dataset

The Multiview 3D event dataset is capture by me and Xiaohan Nie in UCLA. it contains RGB, depth and human skeleton data captured simultaneously by three Kinect cameras. This dataset include 10 action categories: pick up with one hand, pick up with two hands, drop trash, walk around, sit down, stand up, donning, doffing, throw, carry. Each action is performed by 10 actors. This dataset contains data taken from a variety of viewpoints. The dataset can be found in part-1, part-2 part-3, part-4, part-5, part-6, part-7, part-8, part-9, part-10, part-11, part-12, part-13, part-14, part-15, part-16, We also created a version of the dataset that only contains RGB videos: RGB videos only.

Benchmarks

3D Action Recognition/Accuracy3D Action Recognition/Data Modality (Joint, Bone, Motion)Action Detection/AccuracyAction Detection/Data Modality (Joint, Bone, Motion)Action Localization/AccuracyAction Localization/Data Modality (Joint, Bone, Motion)Action Recognition/Accuracy (Cross-Subject)Action Recognition/Accuracy (Cross-View)Action Recognition/AccuracyAction Recognition/Data Modality (Joint, Bone, Motion)Activity Recognition/Accuracy (Cross-Subject)Activity Recognition/Accuracy (Cross-View)Activity Recognition/AccuracyActivity Recognition/Data Modality (Joint, Bone, Motion)Temporal Action Localization/AccuracyTemporal Action Localization/Data Modality (Joint, Bone, Motion)Video/AccuracyVideo/Data Modality (Joint, Bone, Motion)Zero-Shot Learning/AccuracyZero-Shot Learning/Data Modality (Joint, Bone, Motion)

Statistics

Papers
30
Benchmarks
20

Links

Homepage

Tasks

3D Action RecognitionAction DetectionAction LocalizationAction RecognitionActivity RecognitionSkeleton Based Action RecognitionTemporal Action LocalizationVideoZero-Shot Learning