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Datasets/CrowdPose

CrowdPose

ImagesUnknownIntroduced 2019-01-01

The CrowdPose dataset contains about 20,000 images and a total of 80,000 human poses with 14 labeled keypoints. The test set includes 8,000 images. The crowded images containing homes are extracted from MSCOCO, MPII and AI Challenger.

Source: Human Pose Estimation for Real-World Crowded Scenarios Image Source: https://github.com/Jeff-sjtu/CrowdPose

Benchmarks

1 Image, 2*2 Stitchi/AP1 Image, 2*2 Stitchi/AP501 Image, 2*2 Stitchi/AP751 Image, 2*2 Stitchi/APM1 Image, 2*2 Stitchi/Test1 Image, 2*2 Stitchi/AP Hard1 Image, 2*2 Stitchi/AP Easy1 Image, 2*2 Stitchi/AP Medium1 Image, 2*2 Stitchi/mAP @0.5:0.951 Image, 2*2 Stitchi/FPS3D/AP3D/AP503D/AP753D/APM3D/Test3D/AP Hard3D/AP Easy3D/AP Medium3D/mAP @0.5:0.953D/FPSMulti-Person Pose Estimation/mAP @0.5:0.95Multi-Person Pose Estimation/AP EasyMulti-Person Pose Estimation/AP MediumMulti-Person Pose Estimation/AP HardMulti-Person Pose Estimation/FPSPose Estimation/APPose Estimation/AP50Pose Estimation/AP75Pose Estimation/APMPose Estimation/TestPose Estimation/AP HardPose Estimation/AP EasyPose Estimation/AP MediumPose Estimation/mAP @0.5:0.95Pose Estimation/FPS

Statistics

Papers
99
Benchmarks
35

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Tasks

1 Image, 2*2 Stitchi3DMulti-Person Pose EstimationPose Estimation