#Pose-estimation

Showing 60 of 120 repositories tagged #pose-estimation, ranked by stars

ruvnet
ruvnet
RuView

π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel of video.

Score
0
★ 79.8k ⑂ 10.7k +119/day
Rust
ultralytics
ultralytics
ultralytics

Ultralytics YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking

Score
100
★ 59.3k ⑂ 11.3k +15/day
Python
CMU-Perceptual-Computing-Lab
CMU-Perceptual-Computing-Lab
openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

Score
100
★ 34.3k ⑂ 8.0k +20/day
C++
CVHub520
CVHub520
X-AnyLabeling

Effortless data labeling with AI support from Segment Anything and other awesome models.

Score
90
★ 9.7k ⑂ 1.0k +33/day
Python
MVIG-SJTU
MVIG-SJTU
AlphaPose

Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System

Score
60
★ 8.6k ⑂ 2.0k +3/day
Python
open-mmlab
open-mmlab
mmpose

OpenMMLab Pose Estimation Toolbox and Benchmark.

Score
50
★ 7.7k ⑂ 1.5k +32/day
Python
dmlc
dmlc
gluon-cv

Gluon CV Toolkit

Score
40
★ 5.9k ⑂ 1.2k
Python
DeepLabCut
DeepLabCut
DeepLabCut

Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans

Score
80
★ 5.7k ⑂ 1.8k +3/day
Python
cvg
cvg
LightGlue

LightGlue: Local Feature Matching at Light Speed (ICCV 2023)

Score
99
★ 4.6k ⑂ 542 +14/day
Python
cvg
cvg
Hierarchical-Localization

Visual localization made easy with hloc

Score
98
★ 4.1k ⑂ 760 +4/day
Python
magicleap
magicleap
SuperGluePretrainedNetwork

SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)

Score
88
★ 4.0k ⑂ 760 +2/day
Python
DLR-RM
DLR-RM
BlenderProc

A procedural Blender pipeline for photorealistic training image generation

Score
70
★ 3.6k ⑂ 512 +4/day
Python
cbsudux
cbsudux
awesome-human-pose-estimation

A collection of awesome resources in Human Pose estimation.

Score
84
★ 2.5k ⑂ 404
ailia-ai
ailia-ai
ailia-models

The collection of pre-trained, state-of-the-art AI models for ailia SDK

Score
100
★ 2.4k ⑂ 361
Python
Daniil-Osokin
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.

Score
82
★ 2.2k ⑂ 495
Python
ViTAE-Transformer
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"

Score
95
★ 2.1k ⑂ 266 +4/day
Python
laugh12321
laugh12321
TensorRT-YOLO

🚀 Easier & Faster YOLO Deployment Toolkit for NVIDIA 🛠️

Score
97
★ 1.9k ⑂ 193
C++
YuliangXiu
YuliangXiu
ICON

[CVPR'22] ICON: Implicit Clothed humans Obtained from Normals

Score
75
★ 1.7k ⑂ 220
Python
pypose
pypose
pypose

A library for differentiable robotics on manifolds.

Score
96
★ 1.6k ⑂ 127
Python
zubair-irshad
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

Score
71
★ 1.6k ⑂ 95
tensorlayer
tensorlayer
HyperPose

Library for Fast and Flexible Human Pose Estimation

Score
73
★ 1.3k ⑂ 272
Python
chonyy
chonyy
AI-basketball-analysis

:basketball::robot::basketball: AI web app and API to analyze basketball shots and shooting pose.

Score
69
★ 1.3k ⑂ 229 +1/day
Python
openpifpaf
openpifpaf
openpifpaf

Official implementation of "OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association" in PyTorch.

Score
70
★ 1.3k ⑂ 256
Python
DLR-RM
DLR-RM
3DObjectTracking

Algorithms and Publications on 3D Object Tracking

Score
72
★ 1.0k ⑂ 179 +1/day
C++
Unity-Technologies
Unity-Technologies
com.unity.perception

Perception toolkit for sim2real training and validation in Unity

Score
67
★ 994 ⑂ 185
C#
DmitryRyumin
DmitryRyumin
ICCV-2023-25-Papers

ICCV 2023-2025 Papers: Discover cutting-edge research from ICCV 2023-25, the leading computer vision conference. Stay updated on the latest in computer vision and deep learning, with code included. ⭐ support visual intelligence development!

Score
30
★ 968 ⑂ 49
Python
FORTH-ModelBasedTracker
FORTH-ModelBasedTracker
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

Score
94
★ 943 ⑂ 143 +1/day
C++
ZhongqunZHANG
ZhongqunZHANG
awesome-6d-object

Awesome work on object 6 DoF pose estimation

Score
61
★ 886 ⑂ 87
geekwenjie
geekwenjie
SmartJavaAI

🔥🔥🔥Java免费离线AI算法工具箱,支持人脸识别,活体检测,表情识别、目标检测、实例分割、行人检测、OCR文字识别、车牌识别、表格识别、ASR+TTS、机器翻译等功能,Maven引用即可使用。支持PyTorch、Tensorflow,已集成 Mtcnn、InsightFace、SeetaFace6、YOLOv8~v12、PaddleOCR(PPOCRv5)、Whisper等主流模型

Score
100
★ 885 ⑂ 151 +1/day
Java
lmb-freiburg
lmb-freiburg
hand3d

Network estimating 3D Handpose from single color images

Score
63
★ 812 ⑂ 255
Python
nianticlabs
nianticlabs
acezero

[ECCV 2024 - Oral] ACE0 is a learning-based structure-from-motion approach that estimates camera parameters of sets of images by learning a multi-view consistent, implicit scene representation.

Score
81
★ 806 ⑂ 55
Python
timctho
timctho
convolutional-pose-machines-tensorflow
Score
65
★ 796 ⑂ 266
Python
michalfaber
michalfaber
keras_Realtime_Multi-Person_Pose_Estimation

Keras version of Realtime Multi-Person Pose Estimation project

Score
68
★ 782 ⑂ 365
Jupyter Notebook
wmcnally
wmcnally
kapao

KAPAO is an efficient single-stage human pose estimation model that detects keypoints and poses as objects and fuses the detections to predict human poses.

Score
59
★ 771 ⑂ 104
Python
Guanghan
Guanghan
lighttrack

LightTrack: A Generic Framework for Online Top-Down Human Pose Tracking

Score
60
★ 733 ⑂ 141
Python
cuevhv
cuevhv
mamma

Official code for MAMMA: Markerless Accurate Multi-person Motion Acquisition.

Score
92
★ 703 ⑂ 73 +21/day
Python
wenbowen123
wenbowen123
BundleTrack

[IROS 2021] BundleTrack: 6D Pose Tracking for Novel Objects without Instance or Category-Level 3D Models

Score
89
★ 684 ⑂ 72 +3/day
C++
YuliangXiu
YuliangXiu
MobilePose

Light-weight Single Person Pose Estimator

Score
58
★ 647 ⑂ 150
Jupyter Notebook
NVIDIA
NVIDIA
Dataset_Synthesizer

NVIDIA Deep learning Dataset Synthesizer (NDDS)

Score
57
★ 600 ⑂ 133 +1/day
C++
talmolab
talmolab
sleap

A deep learning framework for multi-animal pose tracking.

Score
91
★ 600 ⑂ 133 +1/day
Python
nianticlabs
nianticlabs
mickey

[CVPR 2024 - Oral] Matching 2D Images in 3D: Metric Relative Pose from Metric Correspondences

Score
47
★ 592 ⑂ 39
Python
AmmarkoV
AmmarkoV
SAM3DBody-cpp

Real-time 3D full-body reconstruction from a single camera, Multiperson BVH output, Pure C++ runtime, ONNX + ggml, 70-joint skeleton with hands.

Score
90
★ 575 ⑂ 78 +8/day
C
SwayamInSync
SwayamInSync
clothes-virtual-try-on

Virtual Clothing Assistant a custom unique implementation of ViTON, allows user to try different clothings virtually

Score
55
★ 537 ⑂ 160
Jupyter Notebook
GengDavid
GengDavid
pytorch-cpn

A PyTorch re-implementation of CPN (Cascaded Pyramid Network for Multi-Person Pose Estimation)

Score
49
★ 499 ⑂ 96
Python
richmondu
richmondu
libfaceid

libfaceid is a research framework for prototyping of face recognition solutions. It seamlessly integrates multiple detection, recognition and liveness models w/ speech synthesis and speech recognition.

Score
53
★ 496 ⑂ 153
Python
zc-alexfan
zc-alexfan
arctic

[CVPR 2023] Official repository for downloading, processing, visualizing, and training models on the ARCTIC dataset.

Score
87
★ 489 ⑂ 32 +1/day
Python
JiawangBian
JiawangBian
sc_depth_pl

SC-Depth (V1, V2, and V3) for Unsupervised Monocular Depth Estimation Webpage:https://jiawangbian.github.io/sc_depth_pl/

Score
46
★ 488 ⑂ 74 +1/day
Python
zc-alexfan
zc-alexfan
hold

[CVPR 2024✨Highlight] Official repository for HOLD, the first method that jointly reconstructs articulated hands and objects from monocular videos without assuming a pre-scanned object template and 3D hand-object training data.

Score
86
★ 486 ⑂ 15 +1/day
Python
gbstack
gbstack
CVPR-2022-papers

CVPR 2022 papers with code (论文及代码)

Score
43
★ 469 ⑂ 56
vita-epfl
vita-epfl
monoloco

A 3D vision library from 2D keypoints: monocular and stereo 3D detection for humans, social distancing, and body orientation.

Score
45
★ 460 ⑂ 84 +1/day
Python
jingh-ai
jingh-ai
ultralytics-YOLO-DeepSort-ByteTrack-PyQt-GUI

a GUI application, which uses YOLOs (YOLOv8, YOLO11, YOLOv13) for Object Detection/Tracking, Human Pose Estimation/Tracking from images, videos or camera

Score
83
★ 454 ⑂ 75 +1/day
Python
wenbowen123
wenbowen123
iros20-6d-pose-tracking

[IROS 2020] se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains

Score
41
★ 423 ⑂ 66 +2/day
Python
Unity-Technologies
Unity-Technologies
SynthDet

SynthDet - An end-to-end object detection pipeline using synthetic data

Score
39
★ 399 ⑂ 58
C#
quanhua92
quanhua92
human-pose-estimation-opencv

Perform Human Pose Estimation in OpenCV Using OpenPose MobileNet

Score
48
★ 384 ⑂ 155
Python
weigq
weigq
3d_pose_baseline_pytorch

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

Score
38
★ 379 ⑂ 67
Python
sign-language-translator
sign-language-translator
sign-language-translator

Python library & framework to build custom translators for the hearing-impaired and translate between Sign Language & Text using Artificial Intelligence.

Score
35
★ 358 ⑂ 76
Python
ayushpai
ayushpai
AI-Basketball-Referee

AI Basketball Referee

Score
33
★ 358 ⑂ 68
Python
Unity-Technologies
Unity-Technologies
Robotics-Object-Pose-Estimation

A complete end-to-end demonstration in which we collect training data in Unity and use that data to train a deep neural network to predict the pose of a cube. This model is then deployed in a simulated robotic pick-and-place task.

Score
34
★ 343 ⑂ 82 +1/day
Python
Unity-Technologies
Unity-Technologies
PeopleSansPeople

Unity's privacy-preserving human-centric synthetic data generator

Score
31
★ 327 ⑂ 34
C#
zubair-irshad
zubair-irshad
CenterSnap

Pytorch code for ICRA'22 paper: "Single-Shot Multi-Object 3D Shape Reconstruction and Categorical 6D Pose and Size Estimation"

Score
32
★ 325 ⑂ 56
Jupyter Notebook
Related Topics
#computer-vision#deep-learning#pytorch#object-detection#machine-learning#human-pose-estimation#3d-reconstruction#real-time#artificial-intelligence#tensorflow#image-classification#synthetic-data

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