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Automatic 3D Head Modeling From A Few Images

Cheung Yik Kin, Koo Tin Lok , Or Ka Po - Hong Kong University of Science and Technology

ELEC4900 SB3-18 | COMP4901 MXJ3

Version log

NA

Dependencies

  • Python==3.6.8
  • numpy
  • opencv-contrib-python==3.4.5.20
  • tensorflow-gpu==1.10.0
  • scipy
  • scikit-image
  • mtcnn
  • pyglet
  • PyWavefront
  • Pillow
  • PySimpleGUI
pip install -r requirment.txt

Environement setting

Symbolic link of Blender file

Windows:

mklink /d <NEW BLENDER FOLDER> <ORIGINAL BLENDER FOLDER>

e.g. mklink /d "C:\Users\orkap\Desktop\FYP\Blender" "C:\Program Files\Blender Foundation\Blender"

Mac/Linux:

sudo ln -s <BLENDER FOLDER> Blender
Data

Hair style:

Download link, unzip and put /hairstyles/hairstyles into ./Data/hair

PRNet:

Download link, unzip into ./PRNet/Data/net-data)

Usage

put input image (.jpg) under .\Data\input

python ui.py

input only the filename (e.g. 0.jpg)

Display UI

image

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Automatic 3D Head Modeling From A Few Images by PRNnet

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