Code for Paper: G. Mai, Kai Cao, P. C. Yuen and Anil K. Jain, "On the Reconstruction of Face Images from Deep Face Templates", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 Please cite our paper if you find the code useful. Clone the project from the github with git clone git@github.com:csgcmai/NBNet.git Install the required packages, the usage of the conda enviornment is recommended. Run the following commands conda create -n nbnet python=2.7 anaconda pip install --upgrade pip Piror to the next step, please refer https://www.tensorflow.org/install/gpu and http://mxnet.io/install/index.html for installing the necessary packages for installing the tensorflow and mxnet with GPU support cd NBNet pip install -r requirement.txt cd src python train_of2img_mae.py --gpus 0,1,2,3