Learn to Synthesize and Synthesize to Learn

This repository includes the training and testing codes for: "Learn to Synthesize and Synthesize to Learn".

Dependencies

• Python2.7
• PyTorch
• torchvision
• OpenCV
• Dlib

Datasets

• The Binghamton University 3D Facial Expression Database (BU-3DFE)
• The Radboud Faces Database (RaFD)
• The MUG dataset
• Oulu-CASIA VIS

Example Usage for expression synthesis model:

Clone the repository

$ git clone https://github.com/CreativePapers/ECCV2018.git
cd ECCV2018-master

Train

python expression_synthesis.py --mode='train'

Test

python expression_synthesis.py --mode='test'

Attribute-Guided Face Synthesis Model

Sample Results

TO DO

To add pose normalization model