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https://github.com/anyesh/sketch-to-anime

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Host: GitHub
URL: https://github.com/anyesh/sketch-to-anime
Owner: Anyesh
Created: 2021-02-19T03:13:05.000Z (almost 4 years ago)
Default Branch: master
Last Pushed: 2022-05-02T08:49:28.000Z (over 2 years ago)
Last Synced: 2023-02-27T23:56:26.712Z (almost 2 years ago)
Language: Jupyter Notebook
Size: 9.71 MB
Stars: 0
Watchers: 2
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md

Awesome Lists containing this project

README

        # Sketch2Color-anime-translation:

Given a plain anime sketch the model outputs a random colored anime image using Generative Adversarial Networks (GANs).

Implemented the anime sketch colorization using the reference(s) paper-1 below.

- Dataset: [Anime sketch colorization pair](https://www.kaggle.com/ktaebum/anime-sketch-colorization-pair)

References:

[1] https://arxiv.org/abs/1705.01908

[2] https://machinelearningmastery.com

[3] https://github.com/soumith/ganhacks

# Tensorboard logs:

![Tensorboard](./Images/TensorboardLogs.png)

# In progress training results:

**At epoch 30,**

![result_epoch_30](./Images/Epoch30.PNG)

**At epoch 40,**

![result_epoch_40](./Images/Epoch40.PNG)

**At epoch 43,**

![result_epoch_43](./Images/Epoch43.PNG)

# Prediction:

![Sample_1](./Images/TestSample1.PNG)

![Sample_2](./Images/TestSample2.PNG)