DFI

Keras implementation of Deep Feature Interpolation for Image Content Changes by Paul Upchurch, Jacob Gardner, Kavita Bala, Robert Pless, Noah Snavely, Kilian Weinberger

The technique is applied on the LFW with minor modifications.

Requirements

python modules

• keras, theano backend
• h5py
• matplotlib
• scikit-learn
• pandas
• opencv 3
• numpy
• scipy
• tqdm
• parmap

keras repo

Make sure to clone this repo: https://github.com/fchollet/deep-learning-models for easy access to the VGG19 model.

Part 1. Processing the data

Follow these instructions.

Part 2. Running the code

Follow these instructions

Part 3. Example results

For each pair:

• First column is the original
• Second column is the aged original