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Multi-Person Pose Estimation

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하위 태스크: 1
평가표: 13
보존된 평가 기록: 94

Multi-person pose estimation is the task of estimating the pose of multiple people in one frame.

<span style="color:grey; opacity: 0.6">( Image credit: Human Pose Estimation with TensorFlow )</span>

코드

관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/jiahaoLjh/PoseGrouping

공식 코드

Learning Spatial Context with Graph Neural Network for Multi-Person Pose Grouping

https://github.com/jimmyzou/snipper

공식 코드

Snipper: A Spatiotemporal Transformer for Simultaneous Multi-Person 3D Pose Estimation Tracking and Forecasting on a Video Snippet

https://github.com/jutanke/mv3dpose

공식 코드

Iterative Greedy Matching for 3D Human Pose Tracking from Multiple Views

https://github.com/leijue222/Intra-and-Inter-Human-Relation-Network-for-MPEE

공식 코드

I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation

https://github.com/leoxiaobin/deep-high-resolution-net.pytorch

공식 코드

Deep High-Resolution Representation Learning for Human Pose Estimation

https://github.com/leoxiaobin/pose.pytorch

공식 코드

Simple Baselines for Human Pose Estimation and Tracking

https://github.com/michel-liu/grouppose

공식 코드

Group Pose: A Simple Baseline for End-to-End Multi-person Pose Estimation

https://github.com/michel-liu/grouppose-paddle

공식 코드

Group Pose: A Simple Baseline for End-to-End Multi-person Pose Estimation

https://github.com/mit-han-lab/litepose

공식 코드

Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation

https://github.com/mks0601/3DMPPE_POSENET_RELEASE

공식 코드

Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image

https://github.com/mks0601/3DMPPE_ROOTNET_RELEASE

공식 코드

Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image

https://github.com/mks0601/PoseFix_RELEASE

공식 코드

PoseFix: Model-agnostic General Human Pose Refinement Network

https://github.com/nerminsamet/HPRNet

공식 코드

HPRNet: Hierarchical Point Regression for Whole-Body Human Pose Estimation

https://github.com/open-mmlab/mmpose

공식 코드

RTMPose: Real-Time Multi-Person Pose Estimation based on MMPose

https://github.com/rawalkhirodkar/MIPNet

공식 코드

Multi-Instance Pose Networks: Rethinking Top-Down Pose Estimation

https://github.com/shengnanh20/lamp

공식 코드

LAMP: Leveraging Language Prompts for Multi-person Pose Estimation

https://github.com/texasinstruments/edgeai-yolov5

공식 코드

YOLO-Pose: Enhancing YOLO for Multi Person Pose Estimation Using Object Keypoint Similarity Loss

https://github.com/texasinstruments/edgeai-yolox

공식 코드

YOLO-Pose: Enhancing YOLO for Multi Person Pose Estimation Using Object Keypoint Similarity Loss

https://github.com/tfzhou/MG-HumanParsing

공식 코드

Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic Parsing

https://github.com/thomasgolda/Human-Pose-Estimation-for-Real-World-Crowded-Scenarios

공식 코드

Human Pose Estimation for Real-World Crowded Scenarios

https://github.com/tibhannover/iart-semi-pose

공식 코드

Semi-supervised Human Pose Estimation in Art-historical Images

https://github.com/uyoung-jeong/BoIR

공식 코드

BoIR: Box-Supervised Instance Representation for Multi-Person Pose Estimation

https://github.com/vegesm/pose_refinement

공식 코드

Temporal Smoothing for 3D Human Pose Estimation and Localization for Occluded People

https://github.com/vita-epfl/openpifpaf

공식 코드

OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association

https://github.com/vita-epfl/openpifpaf_posetrack

공식 코드

OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association

https://github.com/wmcnally/evopose2d

공식 코드

EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer

https://github.com/wusize/multiview_pose

공식 코드

Graph-Based 3D Multi-Person Pose Estimation Using Multi-View Images

https://github.com/xierc/Semi_Human_Pose

공식 코드

An Empirical Study of the Collapsing Problem in Semi-Supervised 2D Human Pose Estimation

https://github.com/yangsenius/TransPose

공식 코드

TransPose: Keypoint Localization via Transformer

https://github.com/yangsenius/ssa

공식 코드

Attend to Who You Are: Supervising Self-Attention for Keypoint Detection and Instance-Aware Association

https://github.com/yhdang/dhrnet-multi-pose-estimation

공식 코드

DHRNet: A Dual-Path Hierarchical Relation Network for Multi-Person Pose Estimation

https://gitlab.com/Percipiote/SimpleDepthPose

공식 코드

SimpleDepthPose: Fast and Reliable Human Pose Estimation with RGBD-Images

https://gitlab.com/Percipiote/VoxelKeypointFusion

공식 코드

VoxelKeypointFusion: Generalizable Multi-View Multi-Person Pose Estimation

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