What is improc?

improc is an image processing tool for :

• blkptcs (images <---> blocks, images -->patches) : spliting image into blocks, sampling patches from images, show blocks or patches, selecting patches or blocks(std or var), fight image blocks back to images and so on.
• encoding : huffman encoding and decoding
• evaluation : functions of assessment
• utils : utility functions --> prep-rocessing(scale, normalization/denormalization)

Installation

you can install it by:

pip install -r requirements.txt
python setup.py sdist
sudo python setup.py install --record files.txt

or you can add it's path into PYTHONPATH environment:

export PYTHONPATH=/mnt/d/library/zhi/improc:$PYTHONPATH

Uninstallation

use the following commands to uninstall it:

pip uninstall improc
# or
cat files.txt | xargs rm -rf

or you can just remove the environment that you added:

export PYTHONPATH=/mnt/d/library/zhi/improc:$PYTHONPATH

Usage

import improc as imp
imp.__version__  # print the version of the tool
?imp.imgs2blks # see help information of imgs2blks

You can see the test and examples folders for more demos.

Contact

Email: zhiliu.mind@gmail.com