Learning_Transformations

This repo contains code for learning transformations as a generative model by using image registration

The models folder contains different model archs based on the dataset being used
- Change the model in train.py for different models
There are also different loading functions for different datasets
Change folder paths accordingly in constants

Installation Instructions

Use environment.yml to export conda environment (1st Step)
libcpab code taken from https://github.com/SkafteNicki/libcpab (2nd Step - follow two steps listed below)
- export PYTHONPATH=$PYTHONPATH:$YOUR_FOLDER_PATH/libcpab
- python setup.py install

Name		Name	Last commit message	Last commit date
Latest commit History 29 Commits
.vscode		.vscode
Datasets		Datasets
Gen_samples		Gen_samples
Models		Models
Scripts		Scripts
Utils		Utils
__pycache__		__pycache__
basis_files		basis_files
build/lib/libcpab		build/lib/libcpab
libcpab		libcpab
.gitignore		.gitignore
=		=
Constants.py		Constants.py
README.md		README.md
environment.yml		environment.yml
main.py		main.py
setup.py		setup.py
train.py		train.py
train_patches.py		train_patches.py
train_vanilla.py		train_vanilla.py
train_vanilla.pyc		train_vanilla.pyc