what's Bastard GAN Punks?

Bastard GAN Punks is an NFT collection on the Ethereum blockchain, created as an experimental homage to the original CryptoPunks. The project uses Generative Adversarial Networks (GAN), a machine learning technique, to generate unique pixel-art characters by training on datasets derived from CryptoPunks attributes. This process involves modifying and recombining traits like facial features, accessories, and genders to produce "bastard" variations that blend familiarity with novelty, resulting in a set of algorithmically distinct artworks. The collection emphasizes the chaotic and creative potential of AI in art generation. Creators chopped up original CryptoPunks elements, trained GAN models to learn patterns, and incorporated tools like GLIC software for background enhancements in versions like V2. Each punk is minted as an ERC-721 token, allowing ownership and trading on NFT marketplaces. The project's ethos focuses on community building without aggressive pumping, promoting long-term holding and appreciation of the generative art process. Bastard GAN Punks explores themes of digital bastardization and evolution in the crypto art space, inspiring discussions on AI's role in NFTs. It serves as a bridge between early pixel-art projects and modern machine learning applications, offering collectors rare, AI-forged pieces that capture the punk spirit of rebellion and innovation.

Bastard GAN Punks ranked 5th in AI Art Top 10 by January 2026 sales volume.