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:
链接:https://github.com/tdeboissiere/DeepLearningImplementations/tree/master/DFI