# deepcolor

**Repository Path**: mirrors_LancerComet/deepcolor

## Basic Information

- **Project Name**: deepcolor
- **Description**: Automatic coloring and shading of manga-style lineart, using Tensorflow + cGANs
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-08-09
- **Last Updated**: 2025-12-27

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# deepcolor

Automatic coloring and shading of manga-style lineart, using Tensorflow + cGANs

![](http://kvfrans.com/content/images/2017/03/Screen-Shot-2017-03-01-at-11-09-09-PM-1.png)

![](http://kvfrans.com/content/images/2017/03/Screen-Shot-2017-03-01-at-11-09-13-PM.png)

Read the writeup:
http://kvfrans.com/coloring-and-shading-line-art-automatically-through-conditional-gans/

Try the demo:
http://color.kvfrans.com

## Setup

### Prereqs
    - Python 2.7, numpy
    - Tensorflow 0.12
    - OpenCV

### Running it
1. make a folder called "results"
2. make a folder called "imgs"
3. Fill the "imgs" folder with your own .jpg images, or run "download_images.py" to download from Safebooru.
4. Run "python main.py train". I trained for ~20 epochs, taking about 16 hours on one GPU.
5. To sample, run "python main.py sample"
6. To start the server, run "python server.py". It will host on port 8000.

### Pre-trained

Get the pretrained model:
https://drive.google.com/file/d/0BydPPLNieijIdDlUYWxhelEwRnM/view?usp=sharing

Folder structure should go:
```
main.py
server.py
checkpoint/
    tr/
        checkpoint
        model-1101500.index
        model-1101500.data-00000-of-00001
        model-1101500.meta
```


Code based off [this pix2pix implementation](https://github.com/yenchenlin/pix2pix-tensorflow).