GANpunks

GANpunks are 100% computer-generated creations, made using a Generative Adversarial Network (GAN) running in a homegrown Python environment. Creating the GANpunks images is a fully-automated Machine Learning process, with zero human intervention. What you see in these collectible NFTs is the real-time process of a computer teaching itself how to draw a CryptoPunk. To create each GANpunk, a Neural Network (NN) algorithm first generates a random set of 24x24 pixels. These random pixels are compared against the original CryptoPunk image, and a comparison error (CE) is calculated. The NN then learns how to make itself smarter, and creates subsequent sets of pixels which result in lower and ...View all