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Search results for pytorch human pose estimation

human-pose-estimation x

54 search results found

Alphapose ⭐ 7,467

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

Gluon Cv ⭐ 5,422

Gluon CV Toolkit

Mmpose ⭐ 4,587

OpenMMLab Pose Estimation Toolbox and Benchmark.

Human Pose Estimation.pytorch ⭐ 2,727

The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(https://arxiv.org/abs/1804.06208)"

Detectron.pytorch ⭐ 2,695

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

Official implementation of CVPR2020 paper "VIBE: Video Inference for Human Body Pose and Shape Estimation"

Imgclsmob ⭐ 2,399

Sandbox for training deep learning networks

Lightweight Human Pose Estimation.pytorch ⭐ 1,973

Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.

Ailia Models ⭐ 1,708

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

Detrex ⭐ 1,644

detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.

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

Monocular, One-stage, Regression of Multiple 3D People and their 3D positions & trajectories in camera & global coordinates. ROMP[ICCV21], BEV[CVPR22], TRACE[CVPR2023]

Pypose ⭐ 1,103

A library for differentiable robotics.

Pytorch Pose ⭐ 993

A PyTorch toolkit for 2D Human Pose Estimation.

Official code of "HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation", CVPR 2021

Vitpose ⭐ 950

The official repo for [NeurIPS'22] "ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation" and [Arxiv'22] "ViTPose+: Vision Transformer Foundation Model for Generic Body Pose Estimation"

Epro Pnp ⭐ 947

[CVPR 2022 Oral, Best Student Paper] EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation

Pytorch Openpose ⭐ 826

pytorch implementation of openpose including Hand and Body Pose Estimation.

Trt_pose ⭐ 763

Real-time pose estimation accelerated with NVIDIA TensorRT

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.

Mobilepose ⭐ 622

Light-weight Single Person Pose Estimator

3dmppe_posenet_release ⭐ 616

Official PyTorch implementation of "Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image", ICCV 2019

Simple Hrnet ⭐ 474

Multi-person Human Pose Estimation with HRNet in Pytorch

"Learning Delicate Local Representations for Multi-Person Pose Estimation" (ECCV 2020 Spotlight) & (COCO 2019 Keypoint Challenge Winner and Best Paper Award)

Pytorch_stacked_hourglass ⭐ 425

Pytorch implementation of "Stacked Hourglass Networks for Human Pose Estimation"

3dmppe_rootnet_release ⭐ 386

Official PyTorch implementation of "Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image", ICCV 2019

Epipolarpose ⭐ 366

Self-Supervised Learning of 3D Human Pose using Multi-view Geometry (CVPR2019)

Lightweight Human Pose Estimation 3d Demo.pytorch ⭐ 357

Real-time 3D multi-person pose estimation demo in PyTorch. OpenVINO backend can be used for fast inference on CPU.

Pytorch Cpn ⭐ 351

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

Monoloco ⭐ 338

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

Pytorch_hmr ⭐ 331

pytorch version of "End-to-end Recovery of Human Shape and Pose"

Densebody_pytorch ⭐ 329

PyTorch implementation of CloudWalk's recent work DenseBody

Pose Residual Network Pytorch ⭐ 282

Code for the Pose Residual Network introduced in 'MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network' paper https://arxiv.org/abs/1807.04067

Posenet Pytorch ⭐ 281

A PyTorch port of Google TensorFlow.js PoseNet (Real-time Human Pose Estimation)

Pytorch Human Pose Estimation ⭐ 268

Implementation of various human pose estimation models in pytorch on multiple datasets (MPII & COCO) along with pretrained models

Improved Body Parts ⭐ 262

Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose Estimation

Code for paper "A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image". ICCV2019

Fast_human_pose_estimation_pytorch ⭐ 246

Pytorch Code for CVPR2019 paper "Fast Human Pose Estimation" https://arxiv.org/abs/1811.05419

Gast Net 3dposeestimation ⭐ 243

A Graph Attention Spatio-temporal Convolutional Networks for 3D Human Pose Estimation in Video (GAST-Net)

Centersnap ⭐ 243

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

Human Falling Detect Tracks ⭐ 241

AlphaPose + ST-GCN + SORT.

Res Loglikelihood Regression ⭐ 214

Code for "Human Pose Regression with Residual Log-likelihood Estimation", ICCV 2021 Oral

Pytorch_realtime_multi Person_pose_estimation ⭐ 205

Pytorch version of Realtime Multi-Person Pose Estimation project

Ikomiaapi ⭐ 191

Deploy Computer Vision solutions with a few lines of code.

C++ Implementation of SMPL: A Skinned Multi-Person Linear Model

Wholebody3d ⭐ 185

Official repository of Human3.6M 3D WholeBody (H3WB) dataset

Multiposenet.pytorch ⭐ 178

pytorch implementation of MultiPoseNet (ECCV 2018, Muhammed Kocabas et al.)

Hourglass Facekeypoints Detection ⭐ 176

face keypoints deteciton based on stackedhourglass

This is a repository for downloading, processing, visualizing, and training models on the ARCTIC dataset.

3d_pose_baseline_pytorch ⭐ 172

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

Adaptivepose ⭐ 168

This is an official implementation of our AAAI2022 paper AdaptivePose and Arxiv paper AdaptivePose++

Movenet.pytorch ⭐ 166

A Pytorch implementation of MoveNet from Google. Include training code and pre-trained model.

Dynaboa ⭐ 160

Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation

Houghnet ⭐ 157

[ECCV-20] Official PyTorch implementation of HoughNet, a voting-based object detector.

Map Free Reloc ⭐ 156

[ECCV 2022] Map-free Visual Relocalization: Metric Pose Relative to a Single Image

Gdrnpp_bop2022 ⭐ 155

PyTorch Implementation of GDRNPP, winner (most of the awards) of the BOP Challenge 2022 at ECCV'22

Facemap ⭐ 147

Framework for predicting neural activity from mouse orofacial movements tracked using a pose estimation model. Package also includes singular value decomposition (SVD) of behavioral videos.

Latent Pose Reenactment ⭐ 145

The authors' implementation of the "Neural Head Reenactment with Latent Pose Descriptors" (CVPR 2020) paper.

Gccpm Look Into Person Cvpr19.pytorch ⭐ 143

Fast and accurate single-person pose estimation, ranked 10th at CVPR'19 LIP challenge. Contains implementation of "Global Context for Convolutional Pose Machines" paper.

Pytorch code for ECCV'22 paper. ShAPO: Implicit Representations for Multi-Object Shape, Appearance and Pose Optimization

Lightglue Onnx ⭐ 141

ONNX-compatible LightGlue: Local Feature Matching at Light Speed. Supports TensorRT, OpenVINO

Poseformerv2 ⭐ 137

The project is an official implementation of our paper "PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose Estimation".

Pytorch Pose Estimation ⭐ 137

PyTorch Implementation of Realtime Multi-Person Pose Estimation project.

Source code of CVPR 2020 paper, "HOPE-Net: A Graph-based Model for Hand-Object Pose Estimation"

Simple Higherhrnet ⭐ 131

Multi-person Human Pose Estimation with HigherHRNet in Pytorch, with TensorRT support

V2v Posenet Pytorch ⭐ 127

PyTorch implementation of V2V-PoseNet with IntegralPose/PoseFix loss

DREAM: Deep Robot-to-Camera Extrinsics for Articulated Manipulators (ICRA 2020)

Indoor Sfmlearner ⭐ 124

[ECCV'20] Patch-match and Plane-regularization for Unsupervised Indoor Depth Estimation

A human perception library

Pose Interpreter Networks ⭐ 115

Real-time robotic object pose estimation with deep learning

Dynconv ⭐ 103

Code for Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference (CVPR2020)

Moganet ⭐ 100

[ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network

Deepstream Yolo Pose ⭐ 93

NVIDIA DeepStream SDK 6.3 / 6.2 / 6.1.1 / 6.1 / 6.0.1 / 6.0 application for YOLO-Pose models

Openpifpafwebdemo ⭐ 87

Web browser based demo of OpenPifPaf.

Margipose ⭐ 87

3D monocular human pose estimation

Pytorch_pose_proposal_networks ⭐ 78

Pytorch implementation of pose proposal networks

Pytorch Mula ⭐ 78

Pytorch implementation of Mutual Learning to Adapt for Joint Human Parsing and Pose Estimation (ECCV'18)

Official implementation of ACCV 2020 paper "3D Human Motion Estimation via Motion Compression and Refinement" (Identical repo to https://github.com/KlabCMU/MEVA, will be kept in sync)

Flowtrack.pytorch ⭐ 69

Pytorch implementation of FlowTrack (Simple Baselines for Human Pose Estimation and Tracking).

Deciwatch ⭐ 67

This is an official implementation for "DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation" (ECCV 2022)

Af Sfmlearner ⭐ 65

[MedIA2022 & ICRA2021] Self-Supervised Monocular Depth and Ego-Motion Estimation in Endoscopy: Appearance Flow to the Rescue

Pytorch0.4.1_openpose ⭐ 64

Pytorch implementation of Openpose in Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields

Generative_pose ⭐ 63

Code for our ICCV 19 paper : Monocular 3D Human Pose Estimation by Generation and Ordinal Ranking

DART: Articulated Hand Model with Diverse Accessories and Rich Textures (NeurIPS 2022 - Datasets and Benchmarks Track)

Focalpose ⭐ 61

[CVPR 2022] Focal Length and Object Pose Estimation via Render and Compare

Adversarial Pose Pytorch ⭐ 59

A PyTorch implementation of adversarial pose estimation for multi-person

Convolutional Pose Machines Pytorch ⭐ 58

Pytroch version of Convolutional Pose Machines

Bottom-up whole-body pose estimation method in constant time.

Atrouspose ⭐ 55

real time multi-person pose estimation based on atrous convolution(abandoned)

All4depth ⭐ 54

Self-Supervised Depth Estimation on Monocular Sequences

6DoF Pose Estimation using Neural Radiance Fields

Openpose Pytorch ⭐ 52

🔥 OpenPose api wrapper in PyTorch.

Gaitgraph ⭐ 51

Official repository for "GaitGraph: Graph Convolutional Network for Skeleton-Based Gait Recognition" (ICIP'21)

Eventpointpose ⭐ 49

[3DV 2022] Pytorch implementation for 3D Event-based Human Pose Estimation

Fast and Robust Registration of Partially Overlapping Point Clouds in Driving Applications

moai is a PyTorch-based AI Model Development Kit (MDK) created to improve data-driven model workflows, design and reproducibility.

3d Hourglass Network ⭐ 46

3D HourGlass Networks for Human Pose Estimation Through Videos

This repo equips the official CLIFF [ECCV 2022 Oral] with better detector, better tracker. Support multi-person, motion interpolation, motion smooth and SMPLify fitting.

Yolov8 Object Detection Tracking Image Segmentation Pose Estimation ⭐ 44

YOLOv8 object detection, tracking, image segmentation and pose estimation app using Ultralytics API (for detection, segmentation and pose estimation), as well as DeepSORT (for tracking) in Python. This app uses an UI made with streamlit and it can be deployed with Docker.

Dite Hrnet ⭐ 43

This is an official PyTorch implementation of our IJCAI-ECAI 2022 paper "Dite-HRNet: Dynamic Lightweight High-Resolution Network for Human Pose Estimation"

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