FaceSwapping

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Project of Skoltech course "Introduction to Computer Vision"

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# Fase Swapping

## Step-by-step solution
Based on this [solution](https://pysource.com/2019/05/28/face-swapping-explained-in-8-steps-opencv-with-python/).
### 1. Face detection
![step_1](https://raw.githubusercontent.com/Tismoney/FaceSwapping/master/imgs/step_1.png)

### 2. Keypoints detection
![step_2](https://raw.githubusercontent.com/Tismoney/FaceSwapping/master/imgs/step_2.png)

### 3. Face cropping
![step_3](https://raw.githubusercontent.com/Tismoney/FaceSwapping/master/imgs/step_3.png)

### 4. Face triangulation
![step_4](https://raw.githubusercontent.com/Tismoney/FaceSwapping/master/imgs/step_4.png)

### 5. Reconstruction new face
![step_5_idea](https://raw.githubusercontent.com/Tismoney/FaceSwapping/master/imgs/step_5.png)
![step_5_gif](https://raw.githubusercontent.com/Tismoney/FaceSwapping/master/imgs/step_5.gif)

### 6. Pull up new face
![step_5_end](https://raw.githubusercontent.com/Tismoney/FaceSwapping/master/imgs/step_6.png)

### 6. Seamless Cloning
![step_5_end](https://raw.githubusercontent.com/Tismoney/FaceSwapping/master/imgs/step_7.png)

## Examples
![ex1](https://raw.githubusercontent.com/Tismoney/FaceSwapping/master/imgs/result_two.png)

## Techology part
The most of the algorithms are written using [openCV](https://pypi.org/project/opencv-python/)

* Face detection: **Haar Cascade**
* Keypoint detection: **The cascade of regressors** using [dlib](http://dlib.net) based on this [paper](http://www.nada.kth.se/~sullivan/Papers/Kazemi_cvpr14.pdf)
* Face triangulation: simple **Triangulation**
* Reconstruction: **Affine projection** each triangles 
* Color alignment: **Seamless Cloning** ([details](http://amroamroamro.github.io/mexopencv/opencv/cloning_demo.html))

FaceSwapping

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