An application of Generative Diffusion Techniques for the reification human portraits in artistic paintings is presented. By we intend transformation painter’s figurative abstraction into a real face. The exploits recent embedding technique Denoising Implicit Models (DDIM), inverting generative process and mapping visible image its latent representation. In this way, can first embed portrait sp...