Approximate Nearest Neighbor Assisted Generative Collage
_ __ __ _ |_ _ |
(_|| || |(_||_)(/_ |
annabel.py
Approximate Nearest Neighbor Assisted Generative Collage
Copyright (C) 2015 Thomas Valadez (@tvldz)
License: GPLv2
Requires
annoy: https://github.com/spotify/annoy
pillow: http://python-pillow.github.io/
annabel.py is a tool for creating generative collages using
approximate nearest neighbor search. Source images are cropped,
processed (as a feature vector of grayscale values) and indexed
into a flat file database using Spotify's annoy library. Source
images, metadata and search indexes are stored in the profiles/
folder. Collages are generated by querying the database of
source images with content from a new image. The algorithm
attempts to recreate the new image with images found in the
database.
usage: annabel.py [-h] {gather,create,list} ...
positional arguments:
{gather,create,list}
gather create a "profile" of source images from which
collages may be created.
create create a new collage given an image and a profile.
list list the available profiles.
optional arguments:
-h, --help show this help message and exit
An image of the moon created from cartoon stills
Marilyn Monroe created from images of the surface of the moon.
