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2D Pose Estimation

detective pose

Papers

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Showing 51–75 of 90 papers

TitleStatusHype
End-to-End Detection and Pose Estimation of Two Interacting Hands—0
Enhanced 3D Human Pose Estimation from Videos by using Attention-Based Neural Network with Dilated Convolutions—0
HandOS: 3D Hand Reconstruction in One Stage—0
Human Pose-based Estimation, Tracking and Action Recognition with Deep Learning: A Survey—0
Is the Pedestrian going to Cross? Answering by 2D Pose Estimation—0
It's all Relative: Monocular 3D Human Pose Estimation from Weakly Supervised Data—0
IVT: An End-to-End Instance-guided Video Transformer for 3D Pose Estimation—0
Joint Coordinate Regression and Association For Multi-Person Pose Estimation, A Pure Neural Network Approach—0
L3D-Pose: Lifting Pose for 3D Avatars from a Single Camera in the Wild—0
Learning Heatmap-Style Jigsaw Puzzles Provides Good Pretraining for 2D Human Pose Estimation—0
MirrorNet: A Deep Bayesian Approach to Reflective 2D Pose Estimation from Human Images—0
Modeling the Uncertainty with Maximum Discrepant Students for Semi-supervised 2D Pose Estimation—0
Multi-Scale Networks for 3D Human Pose Estimation with Inference Stage Optimization—0
Multi-task human analysis in still images: 2D/3D pose, depth map, and multi-part segmentation—0
Self-Improving Visual Odometry—0
SwimXYZ: A large-scale dataset of synthetic swimming motions and videos—0
SyDog: A Synthetic Dog Dataset for Improved 2D Pose Estimation—0
Synthesizing Training Images for Boosting Human 3D Pose Estimation—0
Table Tennis Stroke Recognition Using Two-Dimensional Human Pose Estimation—0
TesseTrack: End-to-End Learnable Multi-Person Articulated 3D Pose Tracking—0
The Way Up: A Dataset for Hold Usage Detection in Sport Climbing—0
Towards Unconstrained 2D Pose Estimation of the Human Spine—0
Transformers with Joint Tokens and Local-Global Attention for Efficient Human Pose Estimation—0
Unconstrained Monocular 3D Human Pose Estimation by Action Detection and Cross-Modality Regression Forest—0
2D Pose Estimation based Child Action RecognitionCode0
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All datasetsiRodentMP-100300WAnimal KingdomDesert LocustHARPERHuman3.6MMacaquePoseVinegar Fly

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1fine-tuned HRNetw32 pretrained on SuperAnimal (1 fac of data)Average mAP72.97—Unverified
2fine-tuned HRNetw32 pretrained on AP-10K (1 fac of data)Average mAP61.64—Unverified
3fine-tuned HRNetw32 pretrained on SuperAnimal (0.01 fac of data)Average mAP60.85—Unverified
4fine-tuned HRNetw32 pretrained on ImageNetAverage mAP58.86—Unverified
5zero-shot HRNet-w32 pretrained on SuperAnimal-QuadrupedAverage mAP58.56—Unverified
6zero-shot AnimalTokenPose pretrained on AP-10KAverage mAP55.42—Unverified
7fine-tuned HRNetw32 pretrained on AP-10K (0.01 fac of data)Average mAP43.14—Unverified
8zero-shot HRNet-w32 pretrained on AP-10KAverage mAP40.39—Unverified
#ModelMetricClaimedVerifiedStatus
1CapeLLMMean PCK@0.2 - 1shot92.6—Unverified
2CapeXMean PCK@0.2 - 1shot91.5—Unverified
3EdgeCapeMean PCK@0.2 - 1shot89.01—Unverified
4PoseAnything-TMean PCK@0.2 - 1shot87.47—Unverified
5CapeFormerMean PCK@0.2 - 1shot85.31—Unverified
6POMNetMean PCK@0.2 - 1shot79.7—Unverified
#ModelMetricClaimedVerifiedStatus
1UniPoseMean PCK@0.299.4—Unverified
#ModelMetricClaimedVerifiedStatus
1UniPoseMean PCK@0.296.1—Unverified
#ModelMetricClaimedVerifiedStatus
1UniPoseMean PCK@0.299.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HRNetPCK868—Unverified
#ModelMetricClaimedVerifiedStatus
1UniHCP (finetune)EPE6.6—Unverified
#ModelMetricClaimedVerifiedStatus
1UniPoseAP79.4—Unverified
#ModelMetricClaimedVerifiedStatus
1UniPoseMean PCK@0.299.9—Unverified