A Generative Adversarial Network series, I use two methods of GANs work. I use human guided direction to piece together frame by frame generations of the initial portraiture to establish the human collaborative element. I use parameters to tweak the image frame by frame, generation by generation. Two methods here I have dubbed 'Generative Molding' and 'GANimation' techniques are employed.