Automatic color transfer across images in python

color-matcher

color-matcher enables color transfer across images which comes in handy for automatic color-grading of photographs, paintings and film sequences as well as light-field and stopmotion corrections. The methods behind the mappings are based on the approach from Reinhard et al., the Monge-Kantorovich Linearization (MKL) as proposed by Pitie et al. and our analytical solution to a Multi-Variate Gaussian Distribution (MVGD) transfer in conjunction with classical histogram matching. As shown below our HM-MVGD-HM compound outperforms existing methods.

Installation

• via pip:
  1. install with pip3 install color-matcher
  2. type color-matcher -h to the command line once installation finished
• from source:
  1. install Python from https://www.python.org/
  2. download the source using git clonehttps://github.com/hahnec/color-matcher.git
  3. go to the root directory cd color-matcher
  4. load dependencies $ pip3 install -r requirements.txt
  5. install

      

      

      

     To finish reading, please visit source site