pytorch_Realtime_Multi-Person_Pose_Estimation

Pose Estimator

An implementation of a real-time multi-person pose estimation system using PyTorch and a network architecture optimized for inference speed.

GitHub

1k stars
36 watching
412 forks
Language: Python
last commit: almost 2 years ago
Linked from 2 awesome lists


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
davexpro/pytorch-pose-estimation Provides a PyTorch implementation of a real-time multi-person pose estimation system using part affinity fields 159
mks0601/3dmppe_posenet_release A PyTorch implementation of a deep learning model for 3D multi-person pose estimation from a single RGB image 821
bearpaw/pytorch-pose Provides tools and infrastructure for training, testing, and evaluating 2D human pose estimation models 1,105
tensorlayer/hyperpose A high-performance pose estimation library for building custom applications. 1,253
xingyizhou/pytorch-pose-hg-3d A PyTorch implementation of a 3D human pose estimation algorithm using weak supervision. 613
eldar/pose-tensorflow Human pose estimation using deep learning and TensorFlow 1,138
ibm/max-human-pose-estimator Detects humans and estimates their poses in images using a machine learning model based on OpenPose 65
princeton-vl/pose-hg-train Training and experimentation code for human pose estimation using stacked hourglass networks. 574
natanielruiz/deep-head-pose Provides software to estimate head pose from images and videos using deep learning techniques. 1,579
edvardhua/poseestimationformobile Real-time pose estimation for mobile devices using deep neural networks and optimized models. 1,003
tycoer/alphapose_jittor A system for real-time and accurate full-body multi-person pose estimation and tracking using deep learning models. 21
lotayou/densebody_pytorch An implementation of CloudWalk's DenseBody paper using PyTorch 411
thuyngch/human-segmentation-pytorch An open source implementation of deep learning-based human segmentation models using PyTorch 558
robot-perception-group/airpose A deep learning framework for multi-view fusion network-based 3D human motion capture system 52
caizhongang/smpler-x An implementation of an expressive human pose and shape estimation system using deep learning techniques 1,006