philno27

ML-paper-notes

:notebook: Notes and summaries of various ML, Computer Vision & NLP papers.

MixMatch-pytorch

Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"

mixmatch

VideoPose3D

Efficient 3D human pose estimation in video using 2D keypoint trajectories

st-gcn

Spatial Temporal Graph Convolutional Networks (ST-GCN) for Skeleton-Based Action Recognition in PyTorch

rgbd-pose3d

3D Human Pose Estimation in RGBD Images for Robotic Task Learning

EpipolarPose

Self-Supervised Learning of 3D Human Pose using Multi-view Geometry (CVPR2019)

video-to-pose3D

Convert video to 3D pose in one-key.

MS-G3D

[CVPR 2020 Oral] PyTorch implementation of "Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition"

Awesome-Skeleton-based-Action-Recognition

Skeleton-based Action Recognition

Realtime-Action-Recognition

Apply ML to the skeletons from OpenPose; 9 actions; multiple people. (WARNING: I'm sorry that this is only good for course demo, not for real world applications !!! Those ary very difficult !!!)

Online-Realtime-Action-Recognition-based-on-OpenPose

A skeleton-based real-time online action recognition project, classifying and recognizing base on framewise joints, which can be used for safety surveilence.

awesome-human-action-recognition

list the most popular methods about human action recognition

SelecSLS-Pytorch

Reference ImageNet implementation of SelecSLS CNN architecture proposed in the SIGGRAPH 2020 paper "XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera". The repository also includes code for pruning the model based on implicit sparsity emerging from adaptive gradient descent methods, as detailed in the CVPR 2019 paper "On implicit filter level sparsity in Convolutional Neural Networks".

AtrousPose

real time multi-person pose estimation based on atrous convolution(abandoned)

Recent-Stars-2024

🔥SLAM, VIsual localization, keypoint detection, Image matching, Pose/Object tracking, Depth/Disparity/Flow Estimation, 3D-graphic, etc. related papers and code

lightweight-human-pose-estimation-3d-demo.pytorch

Real-time 3D multi-person pose estimation demo in PyTorch. OpenVINO backend can be used for fast inference on CPU.

ObjectPoseEstimationSummary

Resources (papers, datasets, rendering methods) in the domain of object pose estimation.

Realtime_Multi-Person_Pose_Estimation

Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)

Multi-Person-Pose-using-Body-Parts

A part of code for "Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose Estimation"

ActionAI

Real-Time Spatio-Temporally Localized Activity Detection by Tracking Body Keypoints

trt_pose

Real-time pose estimation accelerated with NVIDIA TensorRT

tensorflow_Realtime_Multi-Person_Pose_Estimation

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

videopose

realtime 3D pose estimation for wild videos， embed 2d keypoints detector like hrnet alphapose and openpose

hrnet

deep_high_resolution_network for pose estimation，integrate yoloV3 human detection, insert flownet2 and SG-filter

TorchSnooper

Debug PyTorch code using PySnooper

mvpose

Code for "Fast and Robust Multi-Person 3D Pose Estimation from Multiple Views" (CVPR 2019, T-PAMI 2021)

human-pose-estimation.pytorch

The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(https://arxiv.org/abs/1804.06208)"

awesome-point-cloud-analysis

A list of papers and datasets about point cloud analysis (processing)

neural_body_fitting