289 Open source projects that are alternatives of or similar to Multiperson

The relocalization task aims to estimate the 6-DoF pose of a novel (unseen) frame in the coordinate system given by the prior model of the world.

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

Hierarchical perception library in Python for pose estimation, object detection, instance segmentation, keypoint estimation, face recognition, etc.

A collection of awesome resources in Human Pose estimation.

Aruco Markers for pose estimation

Official implementation of CVPR2020 paper "Learning to Dress 3D People in Generative Clothing" https://arxiv.org/abs/1907.13615

Activity Recognition from 2D pose using an LSTM RNN

💃 Pose estimation for iOS and android using TensorFlow 2.0

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)

CV backbones including GhostNet, TinyNet and TNT, developed by Huawei Noah's Ark Lab.

Odin: Pose estimation-based tracking and counting of people in videos

[IROS 2020] EAO-SLAM: Monocular Semi-Dense Object SLAM Based on Ensemble Data Association

AlphaPose + ST-GCN + SORT.

API for the dataset proposed in "Pose2Seg: Detection Free Human Instance Segmentation" @ CVPR2019.

Multi-Person Pose Estimation project for Tensorflow 2.0 with a small and fast model based on MobilenetV3

Collection of CVPR 2017, including titles, links, authors, abstracts and my own comments

The authors' implementation of Unsupervised Adversarial Learning of 3D Human Pose from 2D Joint Locations

LiLi-OM is a tightly-coupled, keyframe-based LiDAR-inertial odometry and mapping system for both solid-state-LiDAR and conventional LiDARs.

Convolutional Pose Machines in TensorFlow

⚾🤖⚾ Automatic baseball pitching overlay in realtime

Human Pose Estimation from RGB Camera - The repo

SynthDet - An end-to-end object detection pipeline using synthetic data

Nuitrack™ is a 3D tracking middleware developed by 3DiVi Inc.

Data preparation and loader for AMASS

Reference code for the paper "Learning Multi-Scale Photo Exposure Correction", CVPR 2021.

I checked the performance by running PoseNet on CoreML

Code for CVPR 2020 paper "Deep Local Parametric Filters for Image Enhancement"

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

Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans

Dockerfile and runscripts for FlowNet 2.0 (estimation of optical flow)

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

[CVPR2021 Oral] UP-DETR: Unsupervised Pre-training for Object Detection with Transformers

A python program to detect and classify hand pose using deep learning techniques

Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review

Perform Human Pose Estimation in OpenCV Using OpenPose MobileNet

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

💎 "Marker-less Augmented Reality" with OpenCV and OpenGL.

(BMVC 2019) PyTorch implementation of Paper "Pose from Shape: Deep Pose Estimation for Arbitrary 3D Objects"

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

Chainer implementation of Pose Proposal Networks

Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded Deep Monocular 3D Human Pose Estimation With Evolutionary Training Data"

[IROS 2020] se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains

Oriented Response Networks, in CVPR 2017

[CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".

A PyTorch implementation for StyleGAN with full features.

ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation (CVPR20)

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 !

Real-Time Object Pose Estimation with Pose Interpreter Networks (IROS 2018)

🔥 STEFANN: Scene Text Editor using Font Adaptive Neural Network @ The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2020.

Finger pose classifier for hand landmarks detected by TensorFlow.js handpose model

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).

读过的CV方向的一些论文，图像生成文字、弱监督分割等

[CVPR'19] JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds

Revisiting Video Saliency: A Large-scale Benchmark and a New Model (CVPR18, PAMI19)

Implementation of ICRA 2019 paper: Beyond Photometric Loss for Self-Supervised Ego-Motion Estimation

Pytorch implementation of pose proposal networks

4D Spatio-Temporal Semantic Segmentation on a 3D video (a sequence of 3D scans)

face keypoints deteciton based on stackedhourglass

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

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