Note that in these examples the raw image is passed directly to the ControlNet/T2I adapter. Each ControlNet/T2I adapter needs the image that is passed to it to be in a specific format like depthmaps, ...

Abstract: Diffusion models have demonstrated remarkable performance in text-to-image synthesis, producing realistic, high-resolution images that faithfully adhere to the corresponding text-prompts.

person : masterpiece, best quality, masterpiece, 1girl, masterpiece, best quality,anime screencap, anime style background : cyberpunk, factory, room ,anime screencap ...

Abstract: Free-hand sketches serve as efficient tools for creativity and communication, yet expressing ideas clearly through sketches remains challenging for untrained individuals. Optimizing sketches ...