3d-pose-estimation

There are 39 repositories under 3d-pose-estimation topic.

mkocabas / VIBE
Official implementation of CVPR2020 paper "VIBE: Video Inference for Human Body Pose and Shape Estimation"
video-pose-estimation 3d-pose-estimation human-pose-estimation smpl pytorch 3d-human-pose cvpr2020 cvpr-2020 cvpr20 cvpr
Language:Python 2816
Jeff-sjtu / HybrIK
Official code of "HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation", CVPR 2021
3d-pose-estimation smpl inverse-kinematics pose-estimation pytorch cvpr cvpr21
Language:Python 1113
Walter0807 / MotionBERT
[ICCV 2023] PyTorch Implementation of "MotionBERT: A Unified Perspective on Learning Human Motion Representations"
3d-pose-estimation mesh-recovery skeleton-based-action-recognition iccv2023
Language:Python 846
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 ensemble of orientation-tuned neural networks that regress the 3D human pose by also allowing for the decomposition of the body to an upper and lower kinematic hierarchy. This permits the recovery of the human pose even in the case of significant occlusions. (c) An efficient Inverse Kinematics solver that refines the neural-network-based solution providing 3D human pose estimations that are consistent with the limb sizes of a target person (if known). All the above yield a 33% accuracy improvement on the Human 3.6 Million (H3.6M) dataset compared to the baseline method (MocapNET) while maintaining real-time performance
mocap bvh-format bvh neural-network tensorflow computer-vision ensemble 2d-to-3d demo 3d-animation gesture-recognition rgb-images webcam pose-estimation 3d-pose-estimation real-time
Language:C++ 802
3DFaceBody / awesome-3dbody-papers
😎Awesome list of papers about 3D body
awesome awesome-list 3d-body body-tracking motion-capture 3d-pose 3d-pose-estimation 3d-pose-tracking body-capture performance-capture
594
expose
vchoutas / expose
ExPose - EXpressive POse and Shape rEgression
3d-pose-estimation human-pose-estimation smpl smplx expressive-body-capture
Language:Python 588
mkocabas / EpipolarPose
Self-Supervised Learning of 3D Human Pose using Multi-view Geometry (CVPR2019)
human-pose-estimation 3d-pose-estimation pytorch computer-vision cvpr2019 cvpr-2019 cvpr cvpr19 self-supervised-learning machine-learning
Language:Jupyter Notebook 587
Shimingyi / MotioNet
A deep neural network that directly reconstructs the motion of a 3D human skeleton from monocular video [ToG 2020]
3d-pose-estimation bvh character-animation deep-neural-network
Language:Python 548
garyzhao / SemGCN
The Pytorch implementation for "Semantic Graph Convolutional Networks for 3D Human Pose Regression" (CVPR 2019).
human-pose-estimation 3d-pose-estimation graph-convolutional-networks
Language:Python 456
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
hand-pose-estimation human-pose-estimation v2v-posenet deep-learning computer-vision 3d-pose-estimation 3d-hand-pose 3d-human-pose cvpr2018
Language:MATLAB 373
weigq / 3d_pose_baseline_pytorch
A simple baseline for 3d human pose estimation in PyTorch.
3d-pose-estimation pose-estimation computer-vision pytorch
Language:Python 361
Nicholasli1995 / EvoSkeleton
Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"
human-pose-estimation 3d-pose-estimation data-augmentation 2d-to-3d deep-learning evolutionary-algorithms bias-correction dataset annotaton-tool 3d-computer-vision cvpr2020 geometric-deep-learning generalization-on-diverse-scenes feed-forward-neural-networks synthetic-data kinematic-trees 3d-human-pose smpl cvpr
Language:Python 327
cure-lab / SmoothNet
[ECCV 2022] Official implementation of the paper "SmoothNet: A Plug-and-Play Network for Refining Human Poses in Videos"
2d-pose-estimation 3d-pose-estimation body-reconstruction human-pose-estimation motion-estimation pose-detection pose-estimation smoothing temporal-models eccv eccv2022
Language:Python 318
zhangboshen / A2J
Code for paper "A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image". ICCV2019
pose-estimation 3d-pose-estimation a2j iccv2019 depth-image pytorch hand-pose-estimation real-time hands2017 hands2019
Language:Python 285
Arthur151 / SOTA-on-monocular-3D-pose-and-shape-estimation
State-of-the-art methods on monocular 3D pose estimation / 3D mesh recovery
3d-mesh 3d-pose-estimation survey benchmark sota
Language:Python 257
wholebody3d / wholebody3d
Official repository of Human3.6M 3D WholeBody (H3WB) dataset
3d-human-pose 3d-pose-estimation deep-learning face-landmark-detection foot-estimation hand-pose-estimation human-pose-estimation pose-estimation pytorch whole-body 3d-whole-body-pose-estimation whole-body-pose-estimation
Language:Python 212
cure-lab / DeciWatch
[ECCV 2022] Official implementation of the paper "DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation"
2d-human-pose 3d-pose-estimation body-reconstruction efficient-inference human-pose-estimation 3d-body-recovery deep-learning efficiency efficient-neural-networks pose-estimation pytorch eccv eccv2022
Language:Python 169
Nicholasli1995 / EgoNet
Official project website for the CVPR 2021 paper "Exploring intermediate representation for monocular vehicle pose estimation"
3d-pose-estimation autonomous-driving orientation-estimation kitti-3d 3d-object-detection cvpr2021 pose-estimation vehicles robot-perception representation-learning self-supervised-learning deep-learning projective-geometry kitti 3d-vision
Language:Python 166
3dpose / 3D-Multi-Person-Pose
3D Multi-Person Pose Estimation by Integrating Top-Down and Bottom-Up Networks
human-pose-estimation 3d-human-pose multi-person-pose-estimation 3d-multi-person-pose-estimation 3d-human-pose-estimation-absolute 3d-pose-estimation
Language:Python 154
tucan9389 / PoseEstimation-TFLiteSwift
The baseline project for inferencing various Pose Estimation tflite models with TFLiteSwift on iOS
tensorflow ios tensorflow-lite openpose posenet simplepose cpm hourglass mobilenetv2 3d-pose-estimation on-device pose-matching tflite
Language:Swift 144
GONGJIA0208 / Diffpose
[CVPR 2023] DiffPose: Toward More Reliable 3D Pose Estimation
3d-pose 3d-pose-estimation cvpr2023 diffusion diffusion-models human-pose human-pose-estimation pose-estimation
Language:Python 126
Westlake-AI / MogaNet
[ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network
imagenet pytorch vision-transformer image-classification object-detection pose-estimation segmentation instance-segmentation video-prediction 3d-pose-estimation ade20k backbone coco machine-learning mamba cnn convnet
Language:Jupyter Notebook 123
ibaiGorordo / ONNX-Mobile-Human-Pose-3D
Python scripts for performing 3D human pose estimation using the Mobile Human Pose model in ONNX.
onnx onnxruntime pose-estimation 3d-pose-estimation yolov5s
Language:Python 118
horefice / Human-Pose-Estimation-from-RGB
Human Pose Estimation from RGB Camera - The repo
3d-pose-estimation pose-estimation computer-vision rgb-camera
115
ZhengyiLuo / MEVA
Official implementation of ACCV 2020 paper "3D Human Motion Estimation via Motion Compression and Refinement" (Identical repo to https://github.com/KlabCMU/MEVA, will be kept in sync)
human-pose-estimation accv2020 3d-pose-estimation 3d-human-pose smpl pytorch
Language:Python 104
miu200521358 / 3d-pose-baseline-vmd
Openposeの2D人間骨格データから3D関節データを生成し、その関節データを出力します。
mikumikudance 3d-pose-estimation dee-learning 3d-animation
Language:Python 96
3dpose / GnTCN
Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular Videos
human-pose-estimation 3d-human-pose multi-person-pose-estimation 3d-multi-person-pose-estimation graph-convolution-networks temporal-convolutional-network 3d-human-pose-estimation-absolute 3d-pose-estimation
Language:Python 92
Jacob12138xieyuan / real-time-3d-pose-estimation-with-Unity3D
unity3d tf-pose real-time 3d-pose-estimation
Language:Python 82
Jacob12138xieyuan / real-time-3d-pose-estimation-with-Unity3D-public
3d-pose-estimation python real-time tf-pose unity3d
78
DCVL-3D / PointHMR_release
3d-pose-estimation deep-learning human-mesh-reconstruction human-pose-estimation pytorch smpl transformer
Language:Python 60
NekSfyris / ESEKF_IMU_GNSS_Lidar
Sensor fusion between IMU, GNSS and Lidar data using an Error State Extended Kalman Filter.
lidar imu gnss lidar-data ekf-localization esekf es-ekf localization sensor-fusion gps trajectory pose-estimation 3d-pose-estimation state-estimation state-estimation-filters
Language:Python 60
CalciferZh / minimal-body
A very simple baseline to estimate 2D & 3D SMPL-compatible keypoints from a single color image.
computer-vision deep-learning 3d-pose-estimation
Language:Python 52
muelea / tuch
CVPR 2021 - Official code repository for the paper: On Self-Contact and Human Pose.
3d-pose-estimation self-contact
Language:Python 50
KyungMinJin / HANet
Kinematic-aware Hierarchical Attention Network for Human Pose Estimation in Videos (WACV 2023)
deep-learning pytorch transformer pose-estimation video wacv2023 2d-human-pose 3d-body-recovery 3d-human-pose 3d-pose-estimation body-reconstruction human-pose-estimation
Language:Python 46
tamasino52 / U-CondDGCN
Unofficial pytorch implementation of U-CondDGCN from "WenBo Hu, Changgong Zhang, Fangneng Zhan, Lei Zhang, Tien-Tsin Wong : Conditional Directed Graph Convolution for 3D Human Pose Estimation"
pytorch deep-learning pose-estimation human36m 3d-pose-estimation
Language:Python 43
miu200521358 / motion_trace_bulk
MMDモーショントレース自動化一括処理バッチ
mikumikudance 3d-animation openpose 3d-pose-estimation depth-estimation
Language:Batchfile 41

3d-pose-estimation

mkocabas / VIBE

Jeff-sjtu / HybrIK

Walter0807 / MotionBERT

FORTH-ModelBasedTracker / MocapNET

3DFaceBody / awesome-3dbody-papers

vchoutas / expose

mkocabas / EpipolarPose

Shimingyi / MotioNet

garyzhao / SemGCN

mks0601 / V2V-PoseNet_RELEASE

weigq / 3d_pose_baseline_pytorch

Nicholasli1995 / EvoSkeleton

cure-lab / SmoothNet

zhangboshen / A2J

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

wholebody3d / wholebody3d

cure-lab / DeciWatch

Nicholasli1995 / EgoNet

3dpose / 3D-Multi-Person-Pose

tucan9389 / PoseEstimation-TFLiteSwift

GONGJIA0208 / Diffpose

Westlake-AI / MogaNet

ibaiGorordo / ONNX-Mobile-Human-Pose-3D

horefice / Human-Pose-Estimation-from-RGB

ZhengyiLuo / MEVA

miu200521358 / 3d-pose-baseline-vmd

3dpose / GnTCN

Jacob12138xieyuan / real-time-3d-pose-estimation-with-Unity3D

Jacob12138xieyuan / real-time-3d-pose-estimation-with-Unity3D-public

DCVL-3D / PointHMR_release

NekSfyris / ESEKF_IMU_GNSS_Lidar

CalciferZh / minimal-body

muelea / tuch

KyungMinJin / HANet

tamasino52 / U-CondDGCN

miu200521358 / motion_trace_bulk