hyungoolee1010

Are you interested in AI but tired of always hearing the same lectures? This is a hands-on project that will teach you how to generate and estimate 3D poses from human images and videos, run real code, and build your own data from images.

3D Human Pose Estimation and Practical Project to Learn by Following

인공지능

object-detection

pose-estimation

입문

초급

중급이상

Deep Learning(DL)

Computer Vision(CV)

Lecture introduction

Learn about 3D human pose estimation

Theory (paper review)

Exercise 1 - Setting the Environment

Exercise 2 - Download the code and explore the Human3.6M dataset

Exercise 3 - A simple yet effective baseline for 3d human pose estimation

Exercise 4 - MHFormer

Exercise 5 - CanonPose

Exercise 6 - MHCanonPose

Practical project that you can learn by following along

MHCanonFormer: Practice with Multi-Hypothesis Canonical 3D pose Transformer