# afc

**Repository Path**: afuna/afc

## Basic Information

- **Project Name**: afc
- **Description**: This is a anime face converter, input a pic or draw by yourself, you can get a anime face.
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2022-04-01
- **Last Updated**: 2023-03-23

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Animation Face Converter

## Description
Our work is heavily based on [this work](https://github.com/lernapparat/lernapparat/tree/master/style_gan).  
We convert a [pre-trained StyleGAN model](https://mega.nz/#!vawjXISI!F7s13yRicxDA3QYqYDL2kjnc2K7Zk3DwCIYETREmBP4)
(tensorflow model) to a pytorch model.  
In order to do image to image transformation, a simple [network](./model.py) is 
trained to reconstruct the disentangled latent code from a 32x32x3 image.  

## Quick Start
    python ./generator.py

## Usage
* cvt file: convert a file to an animation face
* trc file: cvt file with truncation trick ([0, 1))
* inj file1 file2: "inject" the style of file2 into file1 (style mixing)
* lerp file1 file2: do interpolation between file1 and file2

### Results
Assume that we have two pictures 1.jpg and 2.jpg  
1.jpg  
![1.jpg](./targetImg/1.jpg)  
2.jpg  
![2.jpg](./targetImg/2.jpg)  
  
Then run the following code and the results are shown below:

    >> cvt ./1.jpg

![cvt1](./cache/cvt_1.jpg/1.jpg_cvt_.jpg)  

    >> cvt ./2.jpg

![cvt2](./cache/cvt_2.jpg/2.jpg_cvt_.jpg)  

    >> trc ./1.jpg

![trc11](./cache/trc_1.jpg/1.jpg_trc_1.jpg)  
![trc13](./cache/trc_1.jpg/1.jpg_trc_3.jpg)  
![trc17](./cache/trc_1.jpg/1.jpg_trc_7.jpg)  

    >> inj ./1.jpg ./2.jpg
 
![inj121](./cache/inj_1.jpg_2.jpg/1.jpg_inject_0_4.jpg)  
![inj122](./cache/inj_1.jpg_2.jpg/1.jpg_inject_4_8.jpg)  
![inj123](./cache/inj_1.jpg_2.jpg/1.jpg_inject_8_16.jpg)  

    >> inj ./2.jpg ./1.jpg

![inj121](./cache/inj_2.jpg_1.jpg/2.jpg_inject_0_4.jpg)  
![inj122](./cache/inj_2.jpg_1.jpg/2.jpg_inject_4_8.jpg)  
![inj123](./cache/inj_2.jpg_1.jpg/2.jpg_inject_8_16.jpg)  

    >> lerp ./1.jpg ./2.jpg

![lerp121](./cache/lerp_1.jpg_2.jpg/1.jpg_lerp_1.jpg)  
![lerp123](./cache/lerp_1.jpg_2.jpg/1.jpg_lerp_3.jpg)  
![lerp125](./cache/lerp_1.jpg_2.jpg/1.jpg_lerp_5.jpg)  
![lerp127](./cache/lerp_1.jpg_2.jpg/1.jpg_lerp_7.jpg)  
![lerp129](./cache/lerp_1.jpg_2.jpg/1.jpg_lerp_9.jpg)