human-pose-estimation

There are 97 repositories under human-pose-estimation topic.

openpose
CMU-Perceptual-Computing-Lab / openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
openpose computer-vision machine-learning cpp caffe opencv human-pose-estimation real-time deep-learning human-behavior-understanding cvpr-2017 multi-person foot-estimation keypoints face pose pose-estimation human-pose keypoint-detection hand-estimation
Language:C++ 24194
PaddlePaddle / PaddleDetection
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
blazeface cascade-rcnn deepsort face-detection fairmot faster-rcnn fcos human-activity-recognition human-pose-estimation instance-segmentation mask-rcnn multi-object-tracking object-detection picodet pp-yolo ssd ttfnet yolov3 yolov5 yolox
Language:Python 7698
MVIG-SJTU / AlphaPose
Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
pose-estimation posetracking tracking gpu pytorch realtime human-pose-estimation human-tracking human-pose-tracking alpha-pose alphapose person-pose-estimation accurate crowdpose full-body whole-body skeleton keypoints human-computer-interaction human-joints
Language:Python 6133
ZheC / Realtime_Multi-Person_Pose_Estimation
Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)
caffe computer-vision cpp11 cvpr-2017 deep-learning human-behavior-understanding human-pose-estimation matlab python realtime
Language:Jupyter Notebook 4829
leoxiaobin / deep-high-resolution-net.pytorch
The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"
coco-keypoints-detection deep-high-resolution-net deep-learning high-resolution-net human-pose-estimation mpii mpii-dataset mscoco-keypoint
Language:Cuda 3725
microsoft / human-pose-estimation.pytorch
The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(https://arxiv.org/abs/1804.06208)"
human-pose-estimation deep-learning coco-keypoints-detection mpii-dataset mscoco-keypoint
Language:Python 2605
osmr / imgclsmob
Sandbox for training deep learning networks
machine-learning deep-learning mxnet gluon pytorch classification imagenet neural-network image-classification chainer keras tensorflow pretrained-models cifar segmentation tensorflow2 semantic-segmentation human-pose-estimation 3d-face-reconstruction
Language:Python 2562
mkocabas / VIBE
Official implementation of CVPR2020 paper "VIBE: Video Inference for Human Body Pose and Shape Estimation"
3d-human-pose 3d-pose-estimation cvpr cvpr-2020 cvpr20 cvpr2020 human-pose-estimation pytorch smpl video-pose-estimation
Language:Python 2255
cbsudux / awesome-human-pose-estimation
A collection of awesome resources in Human Pose estimation.
human-pose-estimation deep-learning deep-learning-papers computer-vision awesome-list 2d-human-pose 3d-human-pose pose-estimation
2131
Daniil-Osokin / lightweight-human-pose-estimation.pytorch
Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.
human-pose-estimation deep-learning real-time openpose openvino coco-keypoints-detection mscoco-keypoint lightweight pytorch lightweight-openpose pose-estimation
Language:Python 1531
wangzheallen / awesome-human-pose-estimation
Human Pose Estimation Related Publication
2d-human-pose 3d-human-mesh 3d-human-pose domain-knowdge human-env-interaction human-generation human-pose-estimation human-scene-interaction motion-capture motion-planning motion-prediction paper-reading pose-and-language pose-dataset pose-focasting pose-generation real-time-pose-estimation video-pose-estimation
1093
bearpaw / pytorch-pose
A PyTorch toolkit for 2D Human Pose Estimation.
pose human-pose-estimation pytorch mpii-dataset mscoco-keypoint hourglass-network pose-estimation
Language:Python 1027
openpifpaf
openpifpaf / openpifpaf
Official implementation of "OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association" in PyTorch.
human-pose-estimation keypoint-estimation pose-estimation computer-vision composite-fields deep-learning
Language:Python 909
edvardHua / PoseEstimationForMobile
:dancer: Real-time single person pose estimation for Android and iOS.
pose-estimation tensorflow deep-neural-networks cpm android ios convolutional-neural-networks human-pose-estimation
Language:C++ 904
timctho / convolutional-pose-machines-tensorflow
deep-learning tensorflow computer-vision machine-learning convolutional-pose-machines pose-estimation human-pose-estimation hand-tracking hand-pose-estimation
Language:Python 791
michalfaber / keras_Realtime_Multi-Person_Pose_Estimation
Keras version of Realtime Multi-Person Pose Estimation project
pose-estimation keras caffe deep-learning computer-vision cvpr-2017 real-time human-behavior-understanding human-pose-estimation
Language:Jupyter Notebook 765
NVIDIA-AI-IOT / trt_pose
Real-time pose estimation accelerated with NVIDIA TensorRT
human-pose-estimation human-pose tensorrt pytorch torch2trt jetson jetson-nano jetson-xavier real-time live-demo pretrained-models
Language:Python 736
ICON
YuliangXiu / ICON
ICON: Implicit Clothed humans Obtained from Normals (CVPR 2022)
implicit-functions virtual-humans computer-vision computer-graphics animation 3d-reconstruction human-pose-estimation smplx smpl-model normal-maps mesh-deformation pytorch metaverse pifu pifuhd cloth-simulation pose-estimation avatar-generator smpl-body smpl
Language:Python 601
mks0601 / 3DMPPE_POSENET_RELEASE
Official PyTorch implementation of "Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image", ICCV 2019
3d-human-pose computer-vision deep-learning human-pose-estimation iccv2019 pytorch
Language:Python 599
HRNet / Lite-HRNet
This is an official pytorch implementation of Lite-HRNet: A Lightweight High-Resolution Network.
high-resolution-net human-pose-estimation lite-hrnet
Language:Python 574
CMU-Perceptual-Computing-Lab / openpose_unity_plugin
OpenPose's Unity Plugin for Unity users
openpose unity c-sharp human-pose-estimation real-time deep-learning
Language:C# 548
mkocabas / EpipolarPose
Self-Supervised Learning of 3D Human Pose using Multi-view Geometry (CVPR2019)
3d-pose-estimation computer-vision cvpr cvpr-2019 cvpr19 cvpr2019 human-pose-estimation machine-learning pytorch self-supervised-learning
Language:Jupyter Notebook 524
wmcnally / kapao
KAPAO is a state-of-the-art single-stage human pose estimation model that detects keypoints and poses as objects and fuses the detections to predict human poses.
pytorch deep-learning human-pose-estimation yolo pose-estimation
Language:Python 493
Daniil-Osokin / lightweight-human-pose-estimation-3d-demo.pytorch
Real-time 3D multi-person pose estimation demo in PyTorch. OpenVINO backend can be used for fast inference on CPU.
human-pose-estimation real-time 3d-human-pose multi-person-pose-estimation lightweight pytorch openvino deep-learning keypoint-estimation cmu-panoptic computer-vision
Language:Python 490
MandyMo / pytorch_HMR
pytorch version of "End-to-end Recovery of Human Shape and Pose"
hmr human-pose-estimation human-shape-recover pytorch
Language:Python 476
ilovepose / DarkPose
Distribution-Aware Coordinate Representation for Human Pose Estimation
human-pose-estimation deep-learning coco-dataset mpii-dataset mscoco-keypoint
Language:Cuda 475
CMU-Perceptual-Computing-Lab / openpose_train
Training repository for OpenPose
openpose openpose-training computer-vision machine-learning human-pose-estimation real-time deep-learning human-behavior-understanding iccv-2019
Language:Python 467
timctho / VNect-tensorflow
vnect siggraph tensorflow human-pose-estimation 3d-human-pose depth-estimation
Language:Python 458
DenisTome / Lifting-from-the-Deep-release
Implementation of "Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image"
2d-human-pose 3d-human-pose convolutional-neural-networks deep-learning human-pose-estimation mixture-model pose-estimation ppca unsupervised-learning
Language:Python 442
stefanopini / simple-HRNet
Multi-person Human Pose Estimation with HRNet in Pytorch
pytorch hrnet yolov3 computer-vision machine-learning human-pose-estimation keypoint-detection coco-dataset deep-learning
Language:Python 433
rwightman / posenet-python
A Python port of Google TensorFlow.js PoseNet (Real-time Human Pose Estimation)
human-pose-estimation deep-learning tensorflow
Language:Python 430
expose
vchoutas / expose
ExPose - EXpressive POse and Shape rEgression
3d-pose-estimation expressive-body-capture human-pose-estimation smpl smplx
Language:Python 426
caiyuanhao1998 / RSN
"Learning Delicate Local Representations for Multi-Person Pose Estimation" (ECCV 2020 Spotlight) and "Res-Steps-Net for Multi-Person Pose Estimation" (ICCVW 2019 Winner & Best Paper Award)
human-pose-estimation
Language:Python 419
Naman-ntc / Pytorch-Human-Pose-Estimation
Implementation of various human pose estimation models in pytorch on multiple datasets (MPII & COCO) along with pretrained models
human-pose-estimation pose-estimation hourglass-network stacked-hourglass-networks deeppose mpii coco keypoints-detector pytorch pytorch-implmention chained-prediction prm deep-learning pretrained-models coco-dataset
Language:Python 405
mks0601 / 3DMPPE_ROOTNET_RELEASE
Official PyTorch implementation of "Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image", ICCV 2019
3d-human-pose computer-vision deep-learning human-pose-estimation iccv2019 pytorch
Language:Python 378
garyzhao / SemGCN
The Pytorch implementation for "Semantic Graph Convolutional Networks for 3D Human Pose Regression" (CVPR 2019).
3d-pose-estimation graph-convolutional-networks human-pose-estimation
Language:Python 376

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