# colornet

**Repository Path**: fxtfxt/colornet

## Basic Information

- **Project Name**: colornet
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-02-16
- **Last Updated**: 2021-02-16

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

#colornet
Neural Network to colorize grayscale images

Results
-------

|&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Grayscale&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;|&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Prediction&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;|&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Ground Truth&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;|
|---|---|---|

![grayscale-pred-groundtruth](summary/295000_0.png?raw=true "grayscale-pred-groundtruth-295000")

![grayscale-pred-groundtruth](summary/496000_0.png?raw=true "grayscale-pred-groundtruth-496000")

![grayscale-pred-groundtruth](summary/88000_0.png?raw=true "grayscale-pred-groundtruth-88000")

![grayscale-pred-groundtruth](summary/99000_0.png?raw=true "grayscale-pred-groundtruth-99000")

![grayscale-pred-groundtruth](summary/268000_0.png?raw=true "grayscale-pred-groundtruth-268000")

![grayscale-pred-groundtruth](summary/209000_0.png?raw=true "grayscale-pred-groundtruth-209000")

![grayscale-pred-groundtruth](summary/264000_0.png?raw=true "grayscale-pred-groundtruth-264000")

![grayscale-pred-groundtruth](summary/329000_0.png?raw=true "grayscale-pred-groundtruth-329000")

![grayscale-pred-groundtruth](summary/428000_0.png?raw=true "grayscale-pred-groundtruth-428000")

Eiji K used colornet for anime colorization
#
[![Sally the Witch 1966](http://c2n.me/3xw6w3D.jpg)](http://www.youtube.com/watch?v=ysb_5ezwIeM)

Sources
-------
- [Automatic Colorization](http://tinyclouds.org/colorize/)
- [Hypercolumns for Object Segmentation and Fine-grained Localization](http://arxiv.org/pdf/1411.5752v2.pdf)
- [ILSVRC-2014 model (VGG team) with 16 weight layers](https://gist.github.com/ksimonyan/211839e770f7b538e2d8#file-readme-md) and [Tensorflow version](https://github.com/ry/tensorflow-vgg16)
- [YUV from Wikipedia](https://en.wikipedia.org/wiki/YUV)