Generative Adversarial Networks Projects

Cropping and resizing images in the dataset

In this section, we will crop out faces from images. We will be using python-animeface to crop the faces from the images. This is an open source GitHub repository that automatically crops faces from images from the command line. It is publicly available at the following link: https://github.com/nya3jp/python-animeface.

Execute the following steps to crop and resize the images:

1. First of all, download python-animeface:

pip install animeface

2. Next, import the module required for the task:

import globimport osimport animefacefrom PIL import Image

3. Next, define the parameters:

total_num_faces = 0

3. Next, iterate over all images to crop and resize them one by one:

for index, filename in   enumerate ...