Images

CrowdPose

Introduced in CrowdPose: Efficient Crowded Scenes Pose Estimation and A New Benchmark2018

About this Dataset

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

Source: CrowdPose: Efficient Crowded Scenes Pose Estimation and A New Benchmark

Dataset Variants

CrowdPose

Papers1

CrowdPose: Efficient Crowded Scenes Pose Estimation and a New Benchmark

A novel and efficient method to tackle the problem of pose estimation in the crowd and a new dataset to better evaluate algorithms and results on MSCOCO dataset demonstrate the generalization ability of the proposed method.

Dataset Loaders

EDIT

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open-mmlab/mmpose

pytorch

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Jeff-sjtu/CrowdPose

pytorch

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Graviti-AI/datasets

tfpytorch

Tasks