pose-estimation

There are 101 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++ 29810
MVIG-SJTU / AlphaPose
Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
accurate alpha-pose alphapose crowdpose full-body gpu human-computer-interaction human-joints human-pose-estimation human-pose-tracking human-tracking keypoints person-pose-estimation pose-estimation posetracking pytorch realtime skeleton tracking whole-body
Language:Python 7702
gluon-cv
dmlc / gluon-cv
Gluon CV Toolkit
deep-learning computer-vision neural-network gluon mxnet machine-learning image-classification object-detection semantic-segmentation gan person-reid action-recognition pose-estimation
Language:Python 5750
yeemachine / kalidokit
Blendshape and kinematics calculator for Mediapipe/Tensorflow.js Face, Eyes, Pose, and Finger tracking models.
vtuber mediapipe-facemesh mediapipe-pose mediapipe-hands tensorflowjs face-detection pose-estimation hand-detection
Language:TypeScript 5194
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 animal-pose-estimation mmpose hand-pose-estimation face-keypoint rtmpose
Language:Python 4969
DeepLabCut
DeepLabCut / DeepLabCut
Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans
animal-pose-estimation behavior-analysis deep-learning deeplabcut feature-detectors keypoint-detection keypoint-tracking labeling-tool pose-estimation toolbox
Language:Python 4274
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
3703
magicleap / SuperGluePretrainedNetwork
SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)
deep-learning feature-matching pose-estimation graph-neural-networks
Language:Python 3018
cvg / LightGlue
LightGlue: Local Feature Matching at Light Speed (ICCV 2023)
deep-learning image-matching pose-estimation transformers
Language:Python 2948
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 2816
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 2801
BlenderProc
DLR-RM / BlenderProc
A procedural Blender pipeline for photorealistic training image generation
3d-engines 3d-front-dataset 3d-graphics 3d-reconstruction blender blender-installation blender-pipeline camera-positions camera-sampling computer-graphics depth-images pose-estimation python rendering segmentation suncg-scene synthetic synthetic-data
Language:Python 2536
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
2396
tryolabs / norfair
Lightweight Python library for adding real-time multi-object tracking to any detector.
deepsort kalman-filter multi-object-tracking object-detection object-tracking pose-estimation python re-id re-identification tracking tracking-algorithm video-inference-loop video-tracking
Language:Python 2288
zju3dv / LoFTR
Code for "LoFTR: Detector-Free Local Feature Matching with Transformers", CVPR 2021, T-PAMI 2022
3d-vision feature-matching pose-estimation
Language:Jupyter Notebook 2055
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 2022
Hzzone / pytorch-openpose
pytorch implementation of openpose including Hand and Body Pose Estimation.
openpose pytorch pose-estimation
Language:Jupyter Notebook 1956
IDEA-Research / DWPose
"Effective Whole-body Pose Estimation with Two-stages Distillation" (ICCV 2023, CV4Metaverse Workshop)
controlnet knowledge-distillation pose-estimation stable-diffusion-webui
Language:Python 1869
IDEA-Research / detrex
detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.
anchor-detr conditional-detr dab-detr deformable-detr deta detr dino dn-detr group-detr h-detr mask-dino object-detection pose-estimation pytorch segmentation state-of-the-art
Language:Python 1813
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 1808
ICON
YuliangXiu / ICON
[CVPR'22] ICON: Implicit Clothed humans Obtained from Normals
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 1540
ROMP
Arthur151 / ROMP
Monocular, One-stage, Regression of Multiple 3D People and their 3D positions & trajectories in camera & global coordinates. ROMP[ICCV21], BEV[CVPR22], TRACE[CVPR2023]
3d-mesh-recovery bottom-up multi-person multi-person-3d-mesh-recovery pose-estimation pytorch smpl
Language:Python 1264
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 1238
pypose / pypose
A library for differentiable robotics.
robotics pytorch python learning lie-group optimization deep-learning computer-graphics geometric-deep-learning physics slam control planning autonomous-robots kalman-filter pose-estimation pose-graph-optimization
Language:Python 1162
ViTAE-Transformer / ViTPose
The official repo for [NeurIPS'22] "ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation" and [TPAMI'23] "ViTPose++: Vision Transformer for Generic Body Pose Estimation"
deep-learning distillation mae pose-estimation pytorch self-supervised-learning vision-transformer
Language:Python 1159
eldar / pose-tensorflow
Human Pose estimation with TensorFlow framework
tensorflow pose-estimation deep-learning
Language:C++ 1134
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 1128
zubair-irshad / Awesome-Implicit-NeRF-Robotics
A comprehensive list of Implicit Representations and NeRF papers relating to Robotics/RL domain, including papers, codes, and related websites
computer-vision dynamics implicit-representations manipulation navigation nerf planning pose-estimation robotics slam 3d-computer-vision 6d-pose-estimation deep-learning implicit-neural-representation neural-radiance-fields
1115
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 cvpr cvpr21 inverse-kinematics pose-estimation pytorch smpl
Language:Python 1111
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 1098
tjiiv-cprg / EPro-PnP
[CVPR 2022 Oral, Best Student Paper] EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation
pose-estimation 6dof 3d-object-detection perspective-n-point pytorch cvpr monocular levenberg-marquardt gauss-newton
Language:Python 1046
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++ 994
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 922
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# 870
DmitryRyumin / ICCV-2023-Papers
ICCV 2023 Papers: Discover cutting-edge research from ICCV 2023, the leading computer vision conference. Stay updated on the latest in computer vision and deep learning, with code included. ⭐ support visual intelligence development!
iccv iccv2023 3d-graphics 3d-reconstruction biometrics computer-vision datasets deep-learning explainable-ai face-recognition gesture-recognition image-processing image-synthesis pattern-recognition robotics video-synthesis multimodal-learning photogrammetry pose-estimation transfer-learning
Language:Python 862
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
2d-to-3d 3d-animation 3d-pose-estimation bvh bvh-format computer-vision demo ensemble gesture-recognition mocap neural-network pose-estimation real-time rgb-images tensorflow webcam
Language:C++ 801