In the realm of image synthesis, a groundbreaking approach has emerged through Denoising Diffusion Probabilistic Models. This technique, inspired by nonequilibrium thermodynamics, represents a significant leap forward, blending the complexity of image generation with the elegance of probabilistic modeling. …