精準運動計畫軟體展示和下載

3D 棒球選手肢體動作重建，和偵測穩定化軟體

3D Human skeleton detection for baseball player

2022/07/06 V2.4.6

3D-human-body-reconstruction-2.4.6.7z AlphaPose-compatible-to-2.4.6 pack (extract and copy to the folder of Alpha pose in 2.4.6 version

Dataset of for pitching (5 videos and setting files)

Data set of base ball picther to test for our program (2.4GB)

Code Developer:

呂彥穎、賴橋、黃桂廷、邱昀偉、詹佳倩、陳光銘

Advisors：

Yuh-Renn Wu 吳育任、Feng-Li Lian(連豊力）、Peiyuan Wu(吳沛遠）

Collaborators:

黃致豪教授 徐瑋勵 (Wei-Li Hsu) 教授

This code includes

1. 3D reconstruction code.
2. 3D Skeleton modification code.
3. 3D stabilization of joint movement.
4. Alpha Pose is used for image reconstruction. A compatible source code of Alpha Pose can be downloaded in their official website. the interface for calling Alphapose is included in this release. (AlphaPose-compatible-to-2.4.6.7z)

Program demonstration:

Environment Setup:

conda create -n 3D python=3.6 -y
conda activate 3D
conda install pytorch torchvision cudatoolkit=11.3 -c pytorch -y
pip install Cython
cd Alphapose
python setup.py build develop
cd ..
UI.exe

Software Demo and tutorial:

Tutorial-2 longer one (earlier Linux version) for lab training