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المنصة
الرئيسية
SOTA
تقدير الوضعية
Pose Estimation On Leeds Sports Poses
Pose Estimation On Leeds Sports Poses
المقاييس
PCK
النتائج
نتائج أداء النماذج المختلفة على هذا المعيار القياسي
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اسم النموذج
PCK
Paper Title
OmniPose
99.5%
OmniPose: A Multi-Scale Framework for Multi-Person Pose Estimation
Soft-gated Skip Connections
94.8%
Toward fast and accurate human pose estimation via soft-gated skip connections
Residual Hourglass + ASR + AHO
94.5%
Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation
UniPose
94.5%
UniPose: Unified Human Pose Estimation in Single Images and Videos
Chou et al. arXiv'17
94%
Self Adversarial Training for Human Pose Estimation
Pyramid Residual Modules (PRMs)
93.9%
Learning Feature Pyramids for Human Pose Estimation
Stacked hourglass + Inception-resnet
93.9%
Knowledge-Guided Deep Fractal Neural Networks for Human Pose Estimation
Multi-Context Attention
92.6%
Multi-Context Attention for Human Pose Estimation
FPD
90.8%
Fast Human Pose Estimation
Part heatmap regression (ResNet-152)
90.7%
Human pose estimation via Convolutional Part Heatmap Regression
Convolutional Pose Machines
90.5%
Convolutional Pose Machines
Soft-argmax + contextual information
90.5%
Human Pose Regression by Combining Indirect Part Detection and Contextual Information
ResNet-152 + intermediate supervision
90.1%
DeeperCut: A Deeper, Stronger, and Faster Multi-Person Pose Estimation Model
DG-Net (T=4)
87.5%
Learning Dynamical Human-Joint Affinity for 3D Pose Estimation in Videos
Trajectory Space Factorization (F=25)
83.6
Trajectory Space Factorization for Deep Video-Based 3D Human Pose Estimation
VNect (ResNet 50)
79.4
VNect: Real-time 3D Human Pose Estimation with a Single RGB Camera
Mehta
75.7
Monocular 3D Human Pose Estimation In The Wild Using Improved CNN Supervision
Chen&Yuille, NIPS'14
73.4%
Articulated Pose Estimation by a Graphical Model with Image Dependent Pairwise Relations
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Pose Estimation On Leeds Sports Poses | SOTA | HyperAI