In this step-by-step guide, you’ll learn how to transform the colors of one image to mimic those of another.

Color transfer is a practical method to change the appearance of a source image according to the color patternof a target image.
This program is the implementation of the paper Color Transfer between Images by Erik Reinhard, Michael Ashikhmin, Bruce Gooch and Peter Shirley.

What You’ll Learn :

Part 1: Setting up a Conda environment for seamless development.

Part 2: Installing essential Python libraries.

Part 3: Cloning the GitHub repository containing the code and resources.

Part 4: Running the code with your own source and target images.

Part 5: Exploring the results.

Check out our tutorial here : https://www.youtube.com/watch?v=n4_qxl4E_w4

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Instructions file for this video: https://ko-fi.com/s/07ba04b75f

Features :

Read BMP file (source/target image)
Calculate the mean and STD of each channel
Implement the RGB color transfer algorithm
- Convert images from RGB to ℓαβ color space
- Statistics and color correction

How to Transfer Colors between Images :

# Requirements : Nvidia GPU card & and Cuda tool kit install
# I am using this card : https://amzn.to/3mTa7HX
# Working Anaconda enviroment

https://github.com/chia56028/Color-Transfer-between-Images
==========================================================

git clone https://github.com/chia56028/Color-Transfer-between-Images
cd Color-Transfer-between-Images

conda create -n colorTransfer python=3.8
conda activate colorTransfer  


pip install numpy
pip install opencv-python

# look at the code of color_transfer.py 
# it was made for 6 images (sourch + target)

python color_transfer.py

# Requirements : Nvidia GPU card & and Cuda tool kit install # I am using this card : https://amzn.to/3mTa7HX # Working Anaconda enviroment  https://github.com/chia56028/Color-Transfer-between-Images ==========================================================  git clone https://github.com/chia56028/Color-Transfer-between-Images cd Color-Transfer-between-Images  conda create -n colorTransfer python=3.8 conda activate colorTransfer     pip install numpy pip install opencv-python  # look at the code of color_transfer.py  # it was made for 6 images (sourch + target)  python color_transfer.py

Instructions file for this video: https://ko-fi.com/s/07ba04b75f

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Enjoy,

Eran

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