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Top 155 pose-estimation open source projects

Epipolar Transformers
Epipolar Transformers (CVPR 2020)
Human body prior
VPoser: Variational Human Pose Prior
Monoloco
[ICCV 2019] Official implementation of "MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation" in PyTorch + Social Distancing
Map Based Visual Localization
A general framework for map-based visual localization. It contains 1) Map Generation which support traditional features or deeplearning features. 2) Hierarchical-Localizationvisual in visual(points or line) map. 3)Fusion framework with IMU, wheel odom and GPS sensors.
3d pose baseline pytorch
A simple baseline for 3d human pose estimation in PyTorch.
Swiftopenpose
tf-openpose Based iOS Project
Multiperson
Code repository for the paper: "Coherent Reconstruction of Multiple Humans from a Single Image" in CVPR'20
Hourglass Facekeypoints Detection
face keypoints deteciton based on stackedhourglass
Improved Body Parts
Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose Estimation
Human Pose Estimation Opencv
Perform Human Pose Estimation in OpenCV Using OpenPose MobileNet
Mocapnet
We present MocapNET2, 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 (70 fps in CPU-only execution).
Multiposenet.pytorch
pytorch implementation of MultiPoseNet (ECCV 2018, Muhammed Kocabas et al.)
A2j
Code for paper "A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image". ICCV2019
Hope
Source code of CVPR 2020 paper, "HOPE-Net: A Graph-based Model for Hand-Object Pose Estimation"
Face Yaw Roll Pitch From Pose Estimation Using Opencv
This work is used for pose estimation(yaw, pitch and roll) by Face landmarks(left eye, right eye, nose, left mouth, right mouth and chin)
Pose2pose
This is a pix2pix demo that learns from pose and translates this into a human. A webcam-enabled application is also provided that translates your pose to the trained pose. Everybody dance now !
Amass
Data preparation and loader for AMASS
Deepmatchvo
Implementation of ICRA 2019 paper: Beyond Photometric Loss for Self-Supervised Ego-Motion Estimation
Densereg
3D hand pose estimation via dense regression
Deeplabcut
Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans
Ochumanapi
API for the dataset proposed in "Pose2Seg: Detection Free Human Instance Segmentation" @ CVPR2019.
Handpose
A python program to detect and classify hand pose using deep learning techniques
Augmented reality
💎 "Marker-less Augmented Reality" with OpenCV and OpenGL.
Lili Om
LiLi-OM is a tightly-coupled, keyframe-based LiDAR-inertial odometry and mapping system for both solid-state-LiDAR and conventional LiDARs.
Synthdet
SynthDet - An end-to-end object detection pipeline using synthetic data
People Counting Pose
Odin: Pose estimation-based tracking and counting of people in videos
Posenet Coreml
I checked the performance by running PoseNet on CoreML
Gccpm Look Into Person Cvpr19.pytorch
Fast and accurate single-person pose estimation, ranked 10th at CVPR'19 LIP challenge. Contains implementation of "Global Context for Convolutional Pose Machines" paper.
Paz
Hierarchical perception library in Python for pose estimation, object detection, instance segmentation, keypoint estimation, face recognition, etc.
Smplpp
C++ Implementation of SMPL: A Skinned Multi-Person Linear Model
3dpose gan
The authors' implementation of Unsupervised Adversarial Learning of 3D Human Pose from 2D Joint Locations
Posefromshape
(BMVC 2019) PyTorch implementation of Paper "Pose from Shape: Deep Pose Estimation for Arbitrary 3D Objects"
Tf2 Mobile 2d Single Pose Estimation
💃 Pose estimation for iOS and android using TensorFlow 2.0
Chainer Pose Proposal Net
Chainer implementation of Pose Proposal Networks
Cpm
Convolutional Pose Machines in TensorFlow
Iros20 6d Pose Tracking
[IROS 2020] se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains
Aruco tracker
Aruco Markers for pose estimation
Human Pose Estimation From Rgb
Human Pose Estimation from RGB Camera - The repo
Pose Interpreter Networks
Real-Time Object Pose Estimation with Pose Interpreter Networks (IROS 2018)
Nuitrack Sdk
Nuitrack™ is a 3D tracking middleware developed by 3DiVi Inc.
Fingerpose
Finger pose classifier for hand landmarks detected by TensorFlow.js handpose model
Eao Slam
[IROS 2020] EAO-SLAM: Monocular Semi-Dense Object SLAM Based on Ensemble Data Association
Pytorch pose proposal networks
Pytorch implementation of pose proposal networks
Pose Estimation tutorials
Tools and tutorials of pose estimation and deep learning
Convolutional Pose Machines Pytorch
Pytroch version of Convolutional Pose Machines
Stag
STag: A Stable Fiducial Marker System
Adversarial Pose Pytorch
A PyTorch implementation of adversarial pose estimation for multi-person
Fight detection
Real time Fight Detection Based on 2D Pose Estimation and RNN Action Recognition
1-60 of 155 pose-estimation projects