Pose Estimation


Pose Estimation is a general problem in Computer Vision where we detect the position and orientation of an object.

Overview

A 2019 guide to Human Pose Estimation with Deep Learning
The basics of Human Pose Estimation (2D) and review the literature on this topic.
pose-estimation survey computer-vision tutorial

Tutorials

Pose Animator
Takes a 2D vector illustration and animates its containing curves in real-time based on the recognition result from PoseNet and FaceMesh.
pose-estimation tensorflow-js posenet facemesh
AI Basketball Analysis
🏀 AI web app and API to analyze basketball shots and shooting pose.
pose-estimation sports basketball api
V2V-PoseNet Pytorch
PyTorch implementation of V2V-PoseNet with IntegralPose/PoseFix loss.
pose-estimation hand-pose-estimation human-pose-estimation pytorch
DPOD: Pose Estimator
PyTorch recreation of a SOTA 6D Pose estimation research paper.
computer-vision pose-estimation code research

Libraries

Detectron2
FAIR's next-generation platform for object detection and segmentation.
object-detection detectron detectron2 pytorch
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