FrankYoungchen / Pose_Estimation_And_Tracking_List

This is what I collected of Pose_Estimation_And_Tracking_List

Pose_Estimation_And_Tracking_List

This is what I collected of Pose_Estimation_And_Tracking_List

Top-down

一、Stacked Hourglass Network(cvpr2016)

Paper：Stacked Hourglass Networks for Human Pose Estimation
pytorch：https://github.com/Naman-ntc/Pytorch-Human-Pose-Estimation

二、CPM(cvpr2016)

paper: Convolutional Pose Machines
tensorflow：https://github.com/timctho/convolutional-pose-machines-tensorflow
pytorch: https://github.com/timctho/convolutional-pose-machines-tensorflow

三、CPN(cvpr2018)

paper: Cascaded Pyramid Network
pytorch: https://github.com/chenyilun95/tf-cpn

四、Rethinking on Multi-Stage Networks for Human Pose Estimation（by face++）

pytorch: https://github.com/megvii-detection/MSPN

五、HRnet(cvpr2018)

Paper: Deep High-Resolution Representation Learning for Human Pose Estimation (CVPR2019)
pytorch: https://github.com/leoxiaobin/deep-high-resolution-net.pytorch

Down-Top

一、openpose(cvpr2017)

paper: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields
all: https://github.com/ZheC/Realtime_Multi-Person_Pose_Estimation

二、Associative embedding(nips 2017)

paper：End-to-End Learning for Joint Detection and Grouping
pytorch: https://github.com/princeton-vl/pose-ae-train

Pose Detect And Tracking

一、LightTrack

Paper: A Generic Framework for Online Top-Down Human Pose Tracking(京东出品)
pytorch： https://github.com/Guanghan/lighttrack

二、Detect And Track(cvpr2018)

paper:Detect And Track: Efficient Pose Estimation in Videos
pytorch： https://github.com/search?q=Efficient+Pose+Estimation+in+Videos

三、Simple Baselines(ECCV2018)

paper: Simple Baselines for Human Pose Estimation and Tracking
pytorchhttps://github.com/Microsoft/human-pose-estimation.pytorch