widebluesky / Colorful-Image-Colorization-1

This is a keras implementation of paper Colorful Image Colorization.

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Colorful Image Colorization

This is a keras implementation of paper Colorful Image Colorization.

Dependencies

Dataset

image

Follow the instruction to download ImageNet dataset.

Architecture

image

Usage

Data Pre-processing

Extract training images:

$ python pre-process.py

Train

$ python train.py

If you want to visualize during training, run in your terminal:

$ tensorboard --logdir path_to_current_dir/logs

Demo

Download pre-trained model into "models" folder then run:

$ python demo.py
Input Output GT
image image image
image image image
image image image
image image image
image image image
image image image
image image image
image image image
image image image
image image image

About

This is a keras implementation of paper Colorful Image Colorization.

License:MIT License


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Language:Python 100.0%