leonpark0560

人工知能に興味を持ちましたが、いつも同じテーマの講義を聞くのに飽きていませんか? 人間の画像やビデオから 3D ポーズを作成、推定し、実際のコードを実行して、画像から独自のデータを構築する実践的なプロジェクトを行う講義です。

3D Human Pose Estimation を実践しながら学ぶ

인공지능

object-detection

pose-estimation

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.

입문

초급

중급이상

Deep Learning(DL)

Computer Vision(CV)

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

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