Now that we understand that the latent vector representations play a key part in changing the outcome of the generated image, let's further build our intuition with images that have a certain face alignment.
Performing vector arithmetic on generated images
Getting ready
The strategy that we'll adopt to perform vector arithmetic on a generated image is as follows:
- Generate three images that are based on the random noise of 100 vector values
- Ensure that two of the three images have generated faces that look to the left, and that one looks to the right
- Calculate a new vector that is the sum of images that are aligned in the same direction, which is further subtracted from the image that is aligned in the opposite direction...