Manga_Colorization
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cGAN-based Manga Colorization Using a Single Training Image.
Manga Colorization
-
models/
consists the cGAN models & visualizations.- run
train.py
to train on images stored indatasets/train
. - run
test.py
to generate colorization for images indatasets/test
. -
datasets/generated_Images
contains generated images and trained model weights. -
datasets/test
contains testing images. -
datasets/train
contains/put dataset for training. -
datasets/validation
contains validation set of images for training.
- run
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Segmentation and post-processing
-
segmentation/input_images
contains test images -
segmentation/bw_images
contains the black and white images after screentone removal -
Results
contains results for postprocessing and final outputs - run
segmentation.m
in MATLAB to segment the input image (Monochrome Original)
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cGAN + =
a. b. c.
- a - input: monochrome original
- b - output: cGAN output
- c - output: Post Processed output