For testing the CycleGAN example, I trained the model with my face and the face of the character, Neytiri, in the film Avatar.
I first scrapped Neytiri images from the Bing image search using the same image scraper I made for the last DCGAN test.
I also resized and center cropped all those scraped images using dataset-utils.py in ml4a-guide/utils
Then, I video recorded myself for extracting the frame images of my face from it.
I resized and cropped the face images using the dataset-utils.py as well, but this time, the images were cropped around the face.
I also prepared traced images of my face images for the training dataset.
The Summary of Training Process
1. Setting up