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