Human Pose Estimation Computer Vision Tools

There are 103 human pose estimation tools tracked. 1 score above 70 (verified tier). The highest-rated is DeepLabCut/DeepLabCut at 90/100 with 5,545 stars and 14,088 monthly downloads. 1 of the top 10 are actively maintained.

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#	Tool	Score	Tier	Stars	Language
1	DeepLabCut/DeepLabCut Official implementation of DeepLabCut: Markerless pose estimation of...	90	Verified	5,545	Python
2	openpifpaf/openpifpaf Official implementation of "OpenPifPaf: Composite Fields for Semantic...	69	Established	1,242	Python
3	DIYer22/bpycv Computer vision utils for Blender (generate instance annoatation, depth and...	60	Established	498	Python
4	lambdaloop/anipose 🐜🐀🐒🚶 A toolkit for robust markerless 3D pose estimation	58	Established	433	JavaScript
5	NeLy-EPFL/DeepFly3D Motion capture (markerless 3D pose estimation) pipeline and helper GUI for...	56	Established	96	Jupyter Notebook
6	NVIDIA-ISAAC-ROS/isaac_ros_pose_estimation Deep learned, NVIDIA-accelerated 3D object pose estimation	52	Established	418	C++
7	ZheC/Realtime_Multi-Person_Pose_Estimation Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)	51	Established	5,125	Jupyter Notebook
8	microsoft/human-pose-estimation.pytorch The project is an official implement of our ECCV2018 paper "Simple...	51	Established	3,007	Python
9	PinataFarms/DAD-3DHeads Official repo for DAD-3DHeads: A Large-scale Dense, Accurate and Diverse...	51	Established	495	Python
10	yinguobing/head-pose-estimation Realtime human head pose estimation with ONNXRuntime and OpenCV.	51	Established	1,345	Python
11	CMU-Perceptual-Computing-Lab/openpose OpenPose: Real-time multi-person keypoint detection library for body, face,...	51	Established	33,855	C++
12	Daniil-Osokin/lightweight-human-pose-estimation-3d-demo.pytorch Real-time 3D multi-person pose estimation demo in PyTorch. OpenVINO backend...	51	Established	685	Python
13	Daniil-Osokin/lightweight-human-pose-estimation.pytorch Fast and accurate human pose estimation in PyTorch. Contains implementation...	51	Established	2,234	Python
14	lmb-freiburg/hand3d Network estimating 3D Handpose from single color images	51	Established	814	Python
15	michalfaber/keras_Realtime_Multi-Person_Pose_Estimation Keras version of Realtime Multi-Person Pose Estimation project	51	Established	782	Jupyter Notebook
16	GengDavid/pytorch-cpn A PyTorch re-implementation of CPN (Cascaded Pyramid Network for...	50	Established	499	Python
17	mks0601/3DMPPE_POSENET_RELEASE Official PyTorch implementation of "Camera Distance-aware Top-down Approach...	50	Established	860	Python
18	Unity-Technologies/Robotics-Object-Pose-Estimation A complete end-to-end demonstration in which we collect training data in...	49	Emerging	338	Python
19	1adrianb/binary-human-pose-estimation This code implements a demo of the Binarized Convolutional Landmark...	49	Emerging	214	Lua
20	last-one/Pytorch_Realtime_Multi-Person_Pose_Estimation Pytorch version of Realtime Multi-Person Pose Estimation project	49	Emerging	218	Jupyter Notebook
21	stefanopini/simple-HRNet Multi-person Human Pose Estimation with HRNet in Pytorch	49	Emerging	608	Python
22	CalciferZh/minimal-hand A minimal solution to hand motion capture from a single color camera at over...	49	Emerging	1,028	Python
23	realsenseai/hand_tracking_samples :wave: :ok_hand: research codebase for depth-based hand pose estimation...	49	Emerging	224	C++
24	zc-alexfan/hold [CVPR 2024✨Highlight] Official repository for HOLD, the first method that...	48	Emerging	467	Python
25	wkentaro/morefusion MoreFusion: Multi-object Reasoning for 6D Pose Estimation from Volumetric...	48	Emerging	238	Python
26	mks0601/V2V-PoseNet_RELEASE Official Torch7 implementation of "V2V-PoseNet: Voxel-to-Voxel Prediction...	48	Emerging	391	MATLAB
27	michalfaber/tensorflow_Realtime_Multi-Person_Pose_Estimation Multi-Person Pose Estimation project for Tensorflow 2.0 with a small and...	48	Emerging	219	Jupyter Notebook
28	mkocabas/EpipolarPose Self-Supervised Learning of 3D Human Pose using Multi-view Geometry (CVPR2019)	48	Emerging	609	Jupyter Notebook
29	KevinLTT/video2bvh Extracts human motion in video and save it as bvh mocap file.	48	Emerging	639	Python
30	wmcnally/kapao KAPAO is an efficient single-stage human pose estimation model that detects...	47	Emerging	772	Python
31	xinghaochen/awesome-hand-pose-estimation Awesome work on hand pose estimation/tracking	47	Emerging	3,348	Python
32	ilovepose/fast-human-pose-estimation.pytorch Official pytorch Code for CVPR2019 paper "Fast Human Pose Estimation"...	47	Emerging	398	Cuda
33	eth-siplab/AvatarPoser Official Code for ECCV 2022 paper "AvatarPoser: Articulated Full-Body Pose...	47	Emerging	324	Python
34	isarandi/metrabs Estimate absolute 3D human poses from RGB images.	46	Emerging	571	Python
35	Project-Splinter/MonoPort Volumetric Human Teleportation (SIGGRAPH 2020 Real-Time Live) Monocular...	46	Emerging	576	Python
36	1adrianb/human-pose-estimation This repository implements a demo of the Human pose estimation via...	46	Emerging	109	Lua
37	ilovepose/DarkPose Distribution-Aware Coordinate Representation for Human Pose Estimation	46	Emerging	565	Cuda
38	mks0601/3DMPPE_ROOTNET_RELEASE Official PyTorch implementation of "Camera Distance-aware Top-down Approach...	46	Emerging	490	Python
39	qq456cvb/CPPF CPPF: Towards Robust Category-Level 9D Pose Estimation in the Wild (CVPR2022)	45	Emerging	56	Jupyter Notebook
40	NVIDIA-ISAAC-ROS/isaac_ros_depth_segmentation NVIDIA-accelerated, deep learned depth segmentation and obstacle field...	44	Emerging	56	C++
41	rasmushaugaard/surfemb SurfEmb (CVPR 2022)	44	Emerging	90	Python
42	ZhongqunZHANG/awesome-6d-object Awesome work on object 6 DoF pose estimation	44	Emerging	875	—
43	YuliangXiu/MobilePose Light-weight Single Person Pose Estimator	43	Emerging	646	Jupyter Notebook
44	NVlabs/CenterPose Single-Stage Keypoint-based Category-level Object Pose Estimation from an...	43	Emerging	334	Python
45	matlab-deep-learning/pose-estimation-3d-with-stereo-camera This demo uses a deep neural network and two generic cameras to perform 3D...	42	Emerging	46	MATLAB
46	dluvizon/scene-aware-3d-multi-human Source code of the paper Scene-Aware 3D Multi-Human Motion Capture, EUROGRAPHICS 2023	42	Emerging	131	Python
47	YuliangXiu/PoseFlow PoseFlow: Efficient Online Pose Tracking (BMVC'18)	42	Emerging	440	C++
48	lmb-freiburg/freihand A dataset for estimation of hand pose and shape from single color images.	41	Emerging	430	Python
49	Nicholasli1995/EgoNet Official project website for the CVPR 2021 paper "Exploring intermediate...	41	Emerging	184	Python
50	ethanhe42/epipolar-transformers Epipolar Transformers (best paper award, CVPR 2020 workshop)	41	Emerging	427	Jupyter Notebook
51	nv-nguyen/gigapose [CVPR 2024] PyTorch implementation of GigaPose: Fast and Robust Novel Object...	41	Emerging	263	Python
52	JARVIS-MoCap/JARVIS-HybridNet JARVIS Markerless 3D Motion Capture Pytorch Library	40	Emerging	37	Python
53	ziniuwan/maed [ICCV 2021] Encoder-decoder with Multi-level Attention for 3D Human Shape...	40	Emerging	209	Python
54	sanweiliti/LEMO Official Pytorch implementation for 2021 ICCV paper "Learning Motion Priors...	40	Emerging	202	Python
55	Chris10M/Ev2Hands 3D Pose Estimation of Two Interacting Hands from a Monocular Event Camera [3DV'24]	40	Emerging	40	Python
56	dragonfly90/mxnet_Realtime_Multi-Person_Pose_Estimation This is a mxnet version of Realtime_Multi-Person_Pose_Estimation, origin...	39	Emerging	124	Jupyter Notebook
57	ponimatkin/focalpose [CVPR 2022] Focal Length and Object Pose Estimation via Render and Compare	39	Emerging	82	Python
58	nerminsamet/HPRNet Bottom-up whole-body pose estimation method in constant time.	38	Emerging	73	Python
59	cure-lab/DeciWatch [ECCV 2022] Official implementation of the paper "DeciWatch: A Simple...	38	Emerging	189	Python
60	wholebody3d/wholebody3d Official repository of Human3.6M 3D WholeBody (H3WB) dataset	38	Emerging	315	Python
61	ai4ce/EgoPAT3D [CVPR 2022] Egocentric Action Target Prediction in 3D	38	Emerging	32	Jupyter Notebook
62	DuncanZauss/Keypoint_Communities [ICCV '21] In this repository you find the code to our paper "Keypoint Communities".	38	Emerging	269	Python
63	YangHai-1218/SCFlow Shape-Constraint Recurrent Flow for 6D Object Pose Estimation (CVPR 2023)	37	Emerging	67	Python
64	UPC-ViRVIG/MMVR Repository for the SCA 2022 paper "Combining Motion Matching and Orientation...	36	Emerging	73	C#
65	MasterHow/EventPointPose [3DV 2022] Pytorch implementation for 3D Event-based Human Pose Estimation	35	Emerging	65	Python
66	CalciferZh/minimal-body A very simple baseline to estimate 2D & 3D SMPL-compatible keypoints from a...	35	Emerging	58	Python
67	RuojinCai/ExtremeRotation_code Extreme Rotation Estimation using Dense Correlation Volumes	35	Emerging	45	Python
68	aimi-lab/robust-pose-estimator Deformable visual odometry for stereo endoscopic videos	35	Emerging	43	Python
69	davexpro/pytorch-pose-estimation PyTorch Implementation of Realtime Multi-Person Pose Estimation project.	35	Emerging	159	Jupyter Notebook
70	oakink/OakInk [CVPR 2022] OakInk: A Large-scale Knowledge Repository for Understanding...	34	Emerging	134	Python
71	YangHai-1218/RADet Rigidity-Aware Detection for 6D Object Pose Estimation (CVPR 2023)	34	Emerging	43	Python
72	robert80203/HuPR-A-Benchmark-for-Human-Pose-Estimation-Using-Millimeter-Wave-Radar The official implementation of HuPR: A Benchmark for Human Pose Estimation...	34	Emerging	120	Python
73	zxz267/AvatarJLM [ICCV 2023] Realistic Full-Body Tracking from Sparse Observations via...	34	Emerging	52	Python
74	NVlabs/blade Official PyTorch implementation of BLADE: Single-view Body Mesh Estimation...	34	Emerging	43	Python
75	OlgaChernytska/2D-Hand-Pose-Estimation-RGB Custom pipeline for 2D Hand Pose Estimation from RGB Image	33	Emerging	40	Jupyter Notebook
76	zxz267/HaMuCo [ICCV 2023] HaMuCo: Hand Pose Estimation via Multiview Collaborative...	33	Emerging	49	Python
77	HavenFeng/ArtEq Generalizing Neural Human Fitting to Unseen Poses With Articulated SE(3)...	33	Emerging	54	Python
78	r00tman/EventHands Real-Time Neural 3D Hand Pose Estimation from an Event Stream [ICCV 2021]	32	Emerging	41	C++
79	YangHai-1218/PseudoFlow Pseudo Flow Consistency for Self-Supervised 6D Object Pose Estimation (ICCV 2023)	31	Emerging	39	Python
80	fedeizzo/camera-pose-estimation A Deep Learning Approach to Camera Pose Estimation	30	Emerging	61	Python
81	smaranjitghose/MoveNet Fastest Pose Estimation on any device	30	Emerging	10	Python
82	nv-nguyen/template-pose [CVPR 2022] Pytorch implementation of "Templates for 3D Object Pose...	30	Emerging	189	Python
83	kristijanbartol/general-3d-humans [CVPR 2022 Oral] Generalizable Human Pose Triangulation	29	Experimental	62	Python
84	hxwork/H2ONet_Pytorch [CVPR 2023] H2ONet: Hand-Occlusion-and-Orientation-aware Network for...	29	Experimental	66	Python
85	sgawalsh/stvNet 6D pose-estimation model and algorithm based on pvNet	28	Experimental	40	Jupyter Notebook
86	fraunhoferhhi/casapose CASAPose: Class-Adaptive and Semantic-Aware Multi-Object Pose Estimation (BMVC 2022)	28	Experimental	41	Python
87	xuxy09/RSC-Net Implementation for "3D human pose, shape and texture from low-resolution...	28	Experimental	51	Python
88	ChenFengYe/TightCap [SIGGRAPH 2022] TightCap: 3D Human Shape Capture with Clothing Tightness...	27	Experimental	133	ASP.NET
89	DhyeyR-007/6D-Pose-Estimation Developed and implemented a regularized 6D pose estimation pipeline based on...	27	Experimental	10	Jupyter Notebook
90	bymaths/probabilistic_triangulation Probabilistic triangulation module applied to uncalibrated human pose estimation	27	Experimental	45	Jupyter Notebook
91	doughtmw/hmd-ego-pose A single-shot learning-based approach to hand and object pose estimation,...	26	Experimental	31	C#
92	aviralchharia/MV-SSM MV-SSM: Multi-View State Space Modeling for 3D Human Pose Estimation	26	Experimental	15	—
93	oakink/OakInk2 🌴[CVPR 2024] OakInk2: A Dataset of Bimanual Hands-Object Manipulation in...	25	Experimental	92	Python
94	KyungMinJin/HANet Kinematic-aware Hierarchical Attention Network for Human Pose Estimation in...	25	Experimental	54	Python
95	ipl-uw/RT-POSE RT-Pose: A 4D Radar Tensor-based 3D Human Pose Estimation and Localization...	24	Experimental	31	Python
96	bytedance/OHTA [CVPR2024] OHTA: One-shot Hand Avatar via Data-driven Implicit Priors	23	Experimental	33	Python
97	roym899/pose_and_shape_evaluation Toolbox to evaluate categorical pose and shape estimation methods	22	Experimental	29	Python
98	EternalGoldenBraid/PoseEstimation_pipeline An undergraduate thesis project.	21	Experimental	11	Python
99	abs711/The-way-of-the-future A dataset of egocentric vision, eye-tracking and full body kinematics from...	20	Experimental	12	Python
100	eth-siplab/EgoPoser Official Code for ECCV 2024 paper "EgoPoser: Robust Real-Time Egocentric...	20	Experimental	40	Python
101	dyneth02/MoveNet-Multipose-Detection-OpenCV A real-time multi-person human pose estimation system using TensorFlow...	19	Experimental	8	Jupyter Notebook
102	zxz267/OHTA [CVPR 2024] OHTA: One-shot Hand Avatar via Data-driven Implicit Priors	16	Experimental	47	—
103	sinzlab/cGNF This is the official code for calibration in multi-hypothesis human pose estimation	14	Experimental	9	Jupyter Notebook

Comparisons in this category

openpose and Realtime_Multi-Person_Pose_Estimation (51 vs 51) openpose and lightweight-human-pose-estimation.pytorch (51 vs 51) openpose and keras_Realtime_Multi-Person_Pose_Estimation (51 vs 51) Realtime_Multi-Person_Pose_Estimation and keras_Realtime_Multi-Person_Pose_Estimation (51 vs 51) lightweight-human-pose-estimation-3d-demo.pytorch and lightweight-human-pose-estimation.pytorch (51 vs 51)