Democratising Sketch Control in Diffusion Models: Unveiling the Potential

The author aims to democratize sketch control in diffusion models by introducing an abstraction-aware framework, a sketch adapter, and discriminative guidance. This approach empowers amateur sketches to generate precise images without the need for textual prompts during inference.