This is the official repository for the paper : C3I-SynFace: A synthetic head pose and facial depth dataset using seed virtual human models.
- Import FBX from iClone
- Import Missing Files in Blender
- Scene Setup in Blender
- Compositor Setup in Blender
- Render Ground Truth with Cycle Render Engine
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Data Preparation Script
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Neck Bone Adjustment through Iterative Script
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Blender Scenes can be downloaded from - https://drive.google.com/file/d/18UF2DQpHQ5N7L9Z-LCcD4P_elj_-LDco/view?usp=sharing
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Open Blender python editor
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Locate the blender python version
Normally in the <Blender_Root>/<Blender_Version>2.93/python/bin
Run the following scripts from Blender python terminal -
# directory - face3d/mesh/cython
import sys
import os
import subprocess
python_exe = os.path.join(sys.prefix, 'bin','python3.9')
# Upgrade Pip
subprocess.call([python_exe, "-m", "ensurepip"])
subprocess.call([python_exe, "-m", "pip", "install", "--upgrade", "pip"])
# Install sympy
subprocess.call([python_exe, "-m", "pip", "install", "sympy"])
The raw dataset can be found in the following path (alternate to Mendeley) -
3D full body model -
https://drive.google.com/drive/folders/177Xem5rLg7GYRn6IDwWMwZtBgr57OrtB?usp=share_link
Head Pose dataset -
https://drive.google.com/drive/folders/10QNIb4Rp9D7SHMbdiK3ecbZFIL_bNOEY?usp=share_link
Face depth Dataset -
https://drive.google.com/drive/folders/1oleqLbR793xBmw8gF91JTi4TrBJQUMr2?usp=share_link
If you find our work useful to your research, please consider citing:
@article{basak2023c3i,
title={C3I-SynFace: A synthetic head pose and facial depth dataset using seed virtual human models.},
author={Basak, Shubhajit and Khan, Faisal and Javidnia, Hossein and Corcoran, Peter and McDonnell, Rachel and Schukat, Michael},
journal={Data in Brief},
pages={109087},
year={2023},
publisher={Elsevier}
}