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3d-pose-estimation

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mkocabas /VIBE

Official implementation of CVPR2020 paper "VIBE: Video Inference for Human Body Pose and Shape Estimation"

pytorch human-pose-estimation cvpr 3d-human-pose 3d-pose-estimation smpl video-pose-estimation cvpr2020 cvpr-2020 cvpr20

UpdatedMar 24, 2023
Python

jeffffffli /HybrIK

Official code of "HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation", CVPR 2021

pytorch inverse-kinematics cvpr pose-estimation 3d-pose-estimation smpl cvpr21

UpdatedJan 8, 2025
Python

Walter0807 /MotionBERT

[ICCV 2023] PyTorch Implementation of "MotionBERT: A Unified Perspective on Learning Human Motion Representations"

skeleton-based-action-recognition 3d-pose-estimation mesh-recovery iccv2023

UpdatedJan 3, 2025
Python

FORTH-ModelBasedTracker /MocapNET

We present MocapNET, a real-time method that estimates the 3D human pose directly in the popular Bio Vision Hierarchy (BVH) format, given estimations of the 2D body joints originating from monocular color images. Our contributions include: (a) A novel and compact 2D pose NSRM representation. (b) A human body orientation classifier and an ensembl…

demo real-time computer-vision neural-network tensorflow ensemble mocap bvh webcam gesture-recognition pose-estimation 3d-animation 3d-pose-estimation 2d-to-3d bvh-format rgb-images

UpdatedOct 19, 2025
C++

expose

vchoutas /expose

ExPose - EXpressive POse and Shape rEgression

human-pose-estimation 3d-pose-estimation smpl smplx expressive-body-capture

UpdatedSep 12, 2022
Python

3DFaceBody /awesome-3dbody-papers

😎Awesome list of papers about 3D body

awesome awesome-list motion-capture body-tracking 3d-pose 3d-pose-estimation performance-capture 3d-pose-tracking 3d-body body-capture

UpdatedJan 1, 2024

mkocabas /EpipolarPose

Self-Supervised Learning of 3D Human Pose using Multi-view Geometry (CVPR2019)

machine-learning computer-vision pytorch human-pose-estimation cvpr 3d-pose-estimation self-supervised-learning cvpr-2019 cvpr2019 cvpr19

UpdatedJun 26, 2019
Jupyter Notebook

Shimingyi /MotioNet

A deep neural network that directly reconstructs the motion of a 3D human skeleton from monocular video [ToG 2020]

bvh deep-neural-network character-animation 3d-pose-estimation

UpdatedApr 28, 2022
Python

garyzhao /SemGCN

The Pytorch implementation for "Semantic Graph Convolutional Networks for 3D Human Pose Regression" (CVPR 2019).

human-pose-estimation graph-convolutional-networks 3d-pose-estimation

UpdatedJun 16, 2021
Python

cure-lab /SmoothNet

[ECCV 2022] Official implementation of the paper "SmoothNet: A Plug-and-Play Network for Refining Human Poses in Videos"

smoothing human-pose-estimation temporal-models motion-estimation pose-estimation eccv 3d-pose-estimation pose-detection 2d-pose-estimation body-reconstruction eccv2022

UpdatedMay 6, 2023
Python

mks0601 /V2V-PoseNet_RELEASE

Official Torch7 implementation of "V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation from a Single Depth Map", CVPR 2018

computer-vision deep-learning human-pose-estimation hand-pose-estimation 3d-human-pose cvpr2018 3d-pose-estimation v2v-posenet 3d-hand-pose

UpdatedJul 10, 2024
MATLAB

weigq /3d_pose_baseline_pytorch

A simple baseline for 3d human pose estimation in PyTorch.

computer-vision pytorch pose-estimation 3d-pose-estimation

UpdatedApr 10, 2019
Python

Nicholasli1995 /EvoSkeleton

Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"

deep-learning dataset evolutionary-algorithms human-pose-estimation data-augmentation cvpr synthetic-data bias-correction 3d-human-pose 3d-computer-vision geometric-deep-learning 3d-pose-estimation 2d-to-3d smpl feed-forward-neural-networks kinematic-trees cvpr2020 generalization-on-diverse-scenes annotaton-tool

UpdatedJul 10, 2021
Python

wholebody3d /wholebody3d

Official repository of Human3.6M 3D WholeBody (H3WB) dataset

deep-learning pytorch human-pose-estimation pose-estimation hand-pose-estimation 3d-human-pose face-landmark-detection 3d-pose-estimation whole-body foot-estimation whole-body-pose-estimation 3d-whole-body-pose-estimation

UpdatedSep 25, 2025
Python

zhangboshen /A2J

Code for paper "A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image". ICCV2019

real-time pytorch depth-image pose-estimation hand-pose-estimation 3d-pose-estimation a2j iccv2019 hands2017 hands2019

UpdatedSep 29, 2022
Python

Arthur151 /SOTA-on-monocular-3D-pose-and-shape-estimation

State-of-the-art methods on monocular 3D pose estimation / 3D mesh recovery

benchmark survey sota 3d-mesh 3d-pose-estimation

UpdatedOct 4, 2021
Python

Westlake-AI /MogaNet

[ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network

machine-learning backbone convnet cnn pytorch imagenet image-classification coco segmentation object-detection mamba pose-estimation instance-segmentation ade20k 3d-pose-estimation video-prediction vision-transformer

UpdatedJun 28, 2025
Jupyter Notebook

Nicholasli1995 /EgoNet

Official project website for the CVPR 2021 paper "Exploring intermediate representation for monocular vehicle pose estimation"

deep-learning representation-learning vehicles autonomous-driving pose-estimation 3d-vision kitti projective-geometry 3d-pose-estimation self-supervised-learning 3d-object-detection orientation-estimation kitti-3d robot-perception cvpr2021

UpdatedApr 25, 2022
Python

cure-lab /DeciWatch

[ECCV 2022] Official implementation of the paper "DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation"

deep-learning efficiency pytorch human-pose-estimation pose-estimation eccv efficient-inference 2d-human-pose 3d-pose-estimation efficient-neural-networks body-reconstruction eccv2022 3d-body-recovery

UpdatedJul 19, 2022
Python

3dpose /3D-Multi-Person-Pose

3D Multi-Person Pose Estimation by Integrating Top-Down and Bottom-Up Networks

human-pose-estimation 3d-human-pose 3d-pose-estimation multi-person-pose-estimation 3d-multi-person-pose-estimation 3d-human-pose-estimation-absolute

UpdatedNov 13, 2023
Python

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