3DHuman project brief introduction

Master project in UOM.
This project is mainly about 3D Human Model, utilising deep-learning to do segmentation.
Project consists of three stages:

1. Segmentation stage
2. Voxelization stage
3. 3D Printing stage

Usage

Download the dataset Spineweb dataset15.
https://spineweb.digitalimaginggroup.ca/
Put the data into dataset folder and run the Spineweb_preprocess.ipynb
Select model and run the corresponding file Spineweb_xxxNet.ipynb to do the segmentation.
Using Visualize_vtk.ipynb to generate voxel model by the result of segmentation.
Run VTK2STL.ipynb to transfer the Voxel model into STL file.