face-swap

Python script that swaps the faces from one or two images.

Getting Started

The project has been inspired by the following resources:

• This tutorial from by Sergio Canu.

• The repo found in wuhuikai - FaceSwap has also been useful.

Demo

This is how the results look like:

And what the script does:

• First steps:

• Calculate the new face:

• Swap the new faces and apply a color filter:

Resources

• The 81 points landmark detector model found in codeniko - shape_predictor_81_face_landmarks has been used.

Examples

We can swap the faces from one image:

import cv2
from face_swap import swap_faces

# Read images
img = cv2.imread("assets/img3.jpg")

# Swap faces
img_changed_faces = swap_faces(img)

# Show results
cv2.imshow("img_changed_faces", img_changed_faces)
cv2.waitKey(0)

Or we can also swap the faces from two images:

import cv2
from face_swap import swap_faces

# Read images
img = cv2.imread("assets/img1.jpg")
img2 = cv2.imread("assets/img2.jpg")

# Swap faces
img_changed_face, img2_changed_face = swap_faces(img, img2)

# Show results
cv2.imshow("img_changed_face", img_changed_face)
cv2.imshow("img2_changed_face", img2_changed_face)
cv2.waitKey(0)

Authors

• Oriol Bernal - oriolbernal