Human Pose Estimation in 2022 - Analysis and Summary of SOTA Key Point Detection [Minimalist Compression] - Code World

Human Pose Estimation in 2022 - Analysis and Summary of SOTA Key Point Detection [Minimalist Compression]

Enterprise 2023-05-04 21:19:35 views: null

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Origin blog.csdn.net/weixin_44119362/article/details/127509918

Human Pose Estimation in 2022 - Analysis and Summary of SOTA Key Point Detection [Minimalist Compression]

Human key point detection 1: Human pose estimation data set

MSPN for 2D key point detection: Rethinking on Multi-Stage Networks for Human Pose Estimation

HRNet for 2D key point detection: Deep High-Resolution Representation Learning for Human Pose Estimation

Simple Baseline for 2D key point detection: Simple Baselines for Human Pose Estimation and Tracking

Human pose estimation using key point RCNN in PyTorch -- with source code

Human body key point detection 2: Pytorch implements human body key point detection (human posture estimation) including training code

Human body key point detection 3: Android implements human body key point detection (human posture estimation) including source code and can be detected in real time

yolov8-pose: Add human body key point detection on yolov8

IPR for 2D key point detection: Integral Human Pose Regression

RSN50 for 2D key point detection: Learning Delicate Local Representations for Multi-Person Pose Estimation

Human key point detection 1: Human pose estimation data set

Human key point detection 1: Human pose estimation data set

Human key point detection 1: Human pose estimation data set

Human key point detection 1: Human pose estimation data set

OpenCV + mediapipe -> human pose estimation

The Past and Present of Human Pose Estimation

Human Pose Estimation Short description

Pose Estimation-Stacked Hourglass Networks for Human Pose Estimation

Pose Estimation-Simple Baselines for Human Pose Estimation and Tracking

Detailed explanation of the key points of the paper: Human Pose Regression with Residual Log-likelihood Estimation (RLE)

YOLOv5+ pose estimation HRnet and SimDR detect human body key points in video

论文解读：Key Points Estimation and Point InstanceSegmentation Approach for Lane Detection

Key point detection of human body pictures based on mediapipe

human_pose_estimation_demo of further study

[Human Pose Estimation] (1) Principle Introduction

Human Pose Estimation in Computer Vision Algorithms

Hand key point detection 4: Android implements hand key point detection (hand posture estimation) with source code for real-time detection

mediapipe Google efficient ML framework - image recognition, face detection, human body key point detection, hand key point detection

mediapipe——Human posture joint point detection (pose module) study notes (full)

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