Face Normals `in-the-wild' using Fully Convolutional Networks"
If you use this codebase in your experiments please cite:
[Face Normals “in-the-wild” using Fully Convolutional Networks G. Trigeorgis, P. Snape, I. Kokkinos, S. Zafeiriou. IEEE Conference on Computer Vision and Pattern Recognition (CVPR). July 2017. ]
We highly recommended to use conda as your Python distribution. Once downloading and installing conda, this project can be installed by:
Step 1: Create a new conda environment and activate it:
$ conda create -n normals python=3.5 $ source activate normals
Step 1: Install TensorFlow v1 following the official installation instructions. For example for the gpu enabled version of TensorFlow
(normals)$ pip install --upgrade tensorflow-gpu
Step 2: Install Menpo following the official installation instructions. This is not mandatory, but makes importing and visualisation of images a breeze.
(normals)$ conda install -c menpo menpo
Disclaimer: The pretrained models can only be used for non-commercial academic purposes.