pose-estimation

There are 68 repositories under 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
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
gluon-cv
dmlc / gluon-cv
Gluon CV Toolkit
action-recognition computer-vision deep-learning gan gluon image-classification machine-learning mxnet neural-network object-detection person-reid pose-estimation semantic-segmentation
Language:Python 5194
yeemachine / kalidokit
Blendshape and kinematics calculator for Mediapipe/Tensorflow.js Face, Eyes, Pose, and Finger tracking models.
face-detection hand-detection mediapipe-facemesh mediapipe-hands mediapipe-pose pose-estimation tensorflowjs vtuber
Language:TypeScript 3732
jinwchoi / awesome-action-recognition
A curated list of action recognition and related area resources
action-classification action-detection action-recognition activity-recognition activity-understanding awesome awesome-list object-recognition pose-estimation video-processing video-recognition video-understanding
3300
DeepLabCut
DeepLabCut / DeepLabCut
Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans
behavior-analysis deep-learning pose-estimation feature-detectors toolbox deeplabcut animal-pose-estimation labeling-tool keypoint-tracking keypoint-detection
Language:Python 2999
roytseng-tw / Detectron.pytorch
A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.
detection detectron mask-rcnn pose-estimation pytorch segmentation
Language:Python 2810
cbsudux / awesome-human-pose-estimation
A collection of awesome resources in Human Pose estimation.
2d-human-pose 3d-human-pose awesome-list computer-vision deep-learning deep-learning-papers human-pose-estimation pose-estimation
2130
mmpose
open-mmlab / mmpose
OpenMMLab Pose Estimation Toolbox and Benchmark.
pose-estimation human-pose pytorch hrnet mpii benchmark cpm hourglass higher-hrnet crowdpose ochuman freihand mspn rsn udp deeppose animal-pose-estimation mmpose hand-pose-estimation face-keypoint
Language:Python 1937
magicleap / SuperGluePretrainedNetwork
SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)
deep-learning feature-matching graph-neural-networks pose-estimation
Language:Python 1790
Hierarchical-Localization
cvg / Hierarchical-Localization
Visual localization made easy with hloc
deep-learning visual-localization feature-matching image-retrieval structure-from-motion pose-estimation superglue
Language:Python 1543
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
BlenderProc
DLR-RM / BlenderProc
A procedural Blender pipeline for photorealistic training image generation
blender-pipeline segmentation depth-images camera-positions suncg-scene camera-sampling blender-installation synthetic blender rendering pose-estimation synthetic-data python 3d-graphics computer-graphics 3d-reconstruction 3d-engines 3d-front-dataset
Language:Python 1403
Hzzone / pytorch-openpose
pytorch implementation of openpose including Hand and Body Pose Estimation.
openpose pytorch pose-estimation
Language:Jupyter Notebook 1195
tensorlayer / hyperpose
Library for Fast and Flexible Human Pose Estimation
tensorlayer tensorflow openpose pose-estimation computer-vision distributed-training tensorrt mobilenet neural-networks
Language:Python 1154
eldar / pose-tensorflow
Human Pose estimation with TensorFlow framework
deep-learning pose-estimation tensorflow
Language:C++ 1091
bearpaw / pytorch-pose
A PyTorch toolkit for 2D Human Pose Estimation.
hourglass-network human-pose-estimation mpii-dataset mscoco-keypoint pose pose-estimation pytorch
Language:Python 1027
zju3dv / LoFTR
Code for "LoFTR: Detector-Free Local Feature Matching with Transformers", CVPR 2021
feature-matching pose-estimation 3d-vision
Language:Jupyter Notebook 1018
openpifpaf
openpifpaf / openpifpaf
Official implementation of "OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association" in PyTorch.
composite-fields computer-vision deep-learning human-pose-estimation keypoint-estimation pose-estimation
Language:Python 908
edvardHua / PoseEstimationForMobile
:dancer: Real-time single person pose estimation for Android and iOS.
android convolutional-neural-networks cpm deep-neural-networks human-pose-estimation ios pose-estimation tensorflow
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
caffe computer-vision cvpr-2017 deep-learning human-behavior-understanding human-pose-estimation keras pose-estimation real-time
Language:Jupyter Notebook 765
lmb-freiburg / hand3d
Network estimating 3D Handpose from single color images
cnn deep-learning hand-pose-estimation iccv pose-estimation tensorflow
Language:Python 746
AI-basketball-analysis
chonyy / AI-basketball-analysis
:basketball::robot::basketball: AI web app and API to analyze basketball shots and shooting pose.
basketball machine-learning tensorflow api computer-vision object-detection artificial-intelligence openpose deep-learning pose-estimation yolo yolov4
Language:Python 733
ROMP
Arthur151 / ROMP
Monocular, One-stage, Regression of Multiple 3D People, ROMP[ICCV21], BEV[CVPR22]
3d-mesh-recovery bottom-up multi-person multi-person-3d-mesh-recovery pose-estimation pytorch smpl
Language:Python 721
lighttrack
Guanghan / lighttrack
LightTrack: A Generic Framework for Online Top-Down Human Pose Tracking
computer-vision artificial-intelligence pose-tracking pose-estimation visual-object-tracking
Language:Python 663
axinc-ai / ailia-models
The collection of pre-trained, state-of-the-art AI models for ailia SDK
deep-learning machine-learning face-recognition face-detection object-detection object-recognition hand-detection fashion-ai image-classification pose-estimation image-segmentation object-tracking anomaly-detection action-recognition background-removal audio-processing crowd-counting gan neural-network
Language:Python 656
ICON
YuliangXiu / ICON
ICON: Implicit Clothed humans Obtained from Normals (CVPR 2022)
3d-reconstruction animation avatar-generator cloth-simulation computer-graphics computer-vision human-pose-estimation implicit-functions mesh-deformation metaverse normal-maps pifu pifuhd pose-estimation pytorch smpl smpl-body smpl-model smplx virtual-humans
Language:Python 601
YuliangXiu / MobilePose
Light-weight Single Person Pose Estimator
pytorch deeppose deep-learning pose-estimation mobilenetv2 data-augmentation dataloader machine-learning resnet-18 mobile-device shufflenet shufflenetv2 shufflenet-v2 squeezenet real-time realtime heatmap dsntnn lightweight
Language:Jupyter Notebook 552
ActionAI
smellslikeml / ActionAI
custom human activity recognition modules by pose estimation and cascaded inference using sklearn API
machinelearning scikit-learn tensorflow2 pose-estimation classifier human-activity-recognition human-action-recognition jetson-nano edgetpu raspberry-pi lstm
Language:Python 542
lincolnhard / head-pose-estimation
Real-time head pose estimation built with OpenCV and dlib
opencv dlib pose-estimation alignment
Language:C++ 522
Unity-Technologies / com.unity.perception
Perception toolkit for sim2real training and validation in Unity
perception object-detection detection computer-vision deep-learning synthetic-dataset-generation domain-randomization pose-estimation machine-learning segmentation
Language:C# 502
NVIDIA / Dataset_Synthesizer
NVIDIA Deep learning Dataset Synthesizer (NDDS)
computer-vision deep-learning synthetic-dataset-generation domain-randomization pose-estimation object-detection
Language:C++ 495
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
fengju514 / Face-Pose-Net
Estimate 3D face pose (6DoF) or 11 parameters of 3x4 projection matrix by a Convolutional Neural Network
face-alignment face-recognition landmark-detectors face pose-estimation
Language:Python 484
liruilong940607 / Pose2Seg
Code for the paper "Pose2Seg: Detection Free Human Instance Segmentation" @ CVPR2019.
segmentation pose-estimation cvpr2019 human
Language:Python 477

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