104 skills found · Page 1 of 4
facebookresearch / VideoPose3DEfficient 3D human pose estimation in video using 2D keypoint trajectories
Daniil-Osokin / Lightweight Human Pose Estimation.pytorchFast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.
bearpaw / Pytorch PoseA PyTorch toolkit for 2D Human Pose Estimation.
FORTH-ModelBasedTracker / MocapNETWe present 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 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
perfanalytics / Pose2simMarkerless kinematics with any cameras — From 2D Pose estimation to 3D OpenSim motion
F2Wang / ObjectDatasetToolsTools to create pixel-wise object masks, bounding box labels (2D and 3D) and 3D object model (PLY triangle mesh) for object sequences filmed with an RGB-D camera. This project prepares training and testing data for various deep learning projects such as 6D object pose estimation projects singleshotpose, as well as object detection and instance segmentation projects.
cure-lab / SmoothNet[ECCV 2022] Official implementation of the paper "SmoothNet: A Plug-and-Play Network for Refining Human Poses in Videos"
cbsudux / Human Pose Estimation 101Basics of 2D and 3D Human Pose Estimation.
mit-han-lab / Litepose[CVPR'22] Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation
lxy5513 / Videoposerealtime 3D pose estimation for wild videos， embed 2d keypoints detector like hrnet alphapose and openpose
JunkyByte / Easy ViTPoseEasy and fast 2d human and animal multi pose estimation using SOTA ViTPose [Y. Xu et al., 2022] Real-time performances and multiple skeletons supported.
murdockhou / Lightweight OpenposeA tensorflow implementation of Arxiv Paper "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose "(https://arxiv.org/abs/1811.12004)
imsoo / Fight DetectionReal time Fight Detection Based on 2D Pose Estimation and RNN Action Recognition
creativeIKEP / BlazePoseBarracudaBlazePoseBarracuda is a human 2D/3D pose estimation neural network that runs the Mediapipe Pose (BlazePose) pipeline on the Unity Barracuda with GPU.
cure-lab / DeciWatch[ECCV 2022] Official implementation of the paper "DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation"
nerminsamet / Houghnet[ECCV-20] Official PyTorch implementation of HoughNet, a voting-based object detector.
tucan9389 / Tf2 Mobile 2d Single Pose Estimation:dancer: Pose estimation for iOS and android using TensorFlow 2.0
TreB1eN / Pytorch0.4.1 OpenposePytorch implementation of Openpose in Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields
Bob130 / Human Pose Estimation Papers2D&3D human pose estimation
dragonmeteor / AnimeDrawingsDatasetA dataset for 2D pose estimation of anime/manga images.
