Machine Learning for Cybersecurity Cookbook

How to do it...

In the following steps, we provide a recipe for replacing the face of one individual in an image with that of another. The code is structured in five parts: Deepfake.ipynb (main), the deepfake_config configuration file, deepfake_face_detection, deepfake_face_points_detection, and deepfake_face_swap. Also, a models folder is included.

The following code can be found in Deepfake.ipynb:

1. Import opencv for image operations and the methods needed to swap faces from the associated code:

import osimport cv2import numpy as npfrom deepfake_face_detection import select_facefrom deepfake_face_swap import (    warp_image_2d,    warp_image_3d,    mask_from_points,    apply_mask,    correct_colours,    transformation_from_points,    ProcessFace,)

2. Specify ...